Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-13T22:54:28.586736Z
Paper Citation Record · LEDGER
MONAI: An open-source framework for deep learning in healthcare
As of 11 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 100 inbound Pith citation observations for arXiv:2211.02701.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-11T06:34:44.6726+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-11T11:47:13.063733Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-05T02:28:24.338817Z
Reference resolution
36 of 36 outbound references displayed
- verified exact22
- verified fuzzy7
- unresolved4
- parse uncertain0
- malformed identifier3
- metadata mismatch0
External citation measurements
435
pith, observed 2026-08-05T02:28:24.338817Z
Outbound references
Observation caf83ac2-b99c-4b5c-8d87-db1c0c8e4286 · outbound
This paper cites Artificial Intelligence in Medicine117, 102083 (2021).
MONAI: An open-source framework for deep learning in healthcare Artificial Intelligence in Medicine117, 102083 (2021)
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.640671Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 90d08f88-730f-4efd-9ff9-7ac629158497 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 2
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.610681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 67a07eca-ab40-4015-92ed-0f7ce65ca0e5 · outbound
This paper cites & Nachev, P.
MONAI: An open-source framework for deep learning in healthcare & Nachev, P
Reference 3
- Resolution
- verified exact
- doi, observed 2026-05-13T22:54:28.613215Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 1bdbbddc-6e25-4cff-afba-c987fadfe2c5 · outbound
This paper cites inconvenient truth.
MONAI: An open-source framework for deep learning in healthcare inconvenient truth
Reference 4
- Resolution
- verified exact
- doi, observed 2026-05-13T22:54:28.616115Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ac23b589-8a0f-48f5-94f8-df438e294b40 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 5
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5bc97945-c6b9-4bec-8f76-611920a440f5 · outbound
This paper cites PyTorch: An Imperative Style, High-Performance Deep Learning Library.
MONAI: An open-source framework for deep learning in healthcare PyTorch: An Imperative Style, High-Performance Deep Learning Library
Reference 6
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T22:54:28.660000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8fcbbce6-f9f1-4da4-8480-e58c0e22fbd6 · outbound
This paper cites MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems.
MONAI: An open-source framework for deep learning in healthcare MXNet: A Flexible and Efficient Machine Learning Library for Heterogeneous Distributed Systems
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.664278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6df179e1-5b79-480f-aadb-6126b037f4f1 · outbound
This paper cites Huang, Y.
MONAI: An open-source framework for deep learning in healthcare Huang, Y
Reference 8
- Resolution
- malformed identifier
- doi_truncated, observed 2026-05-13T22:54:28.618911Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0d39c1bf-908e-4bd1-a0bb-98b0f437ab07 · outbound
This paper cites DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images.
MONAI: An open-source framework for deep learning in healthcare DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T22:20:58.873069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3727d59c-43ce-4915-b1d6-9f569953f391 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 10
- Resolution
- verified exact
- doi, observed 2026-05-13T22:54:28.621392Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7956954e-3cb3-4cf1-84f4-41b8da59a5a9 · outbound
This paper cites The state of machine learning frameworks in 2019.
MONAI: An open-source framework for deep learning in healthcare The state of machine learning frameworks in 2019
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T22:54:28.694155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d1aafd87-f289-47c8-ad21-5dd3aceff88e · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 12
- Resolution
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- raw_fallback, observed 2026-05-13T22:54:28.696781Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 88e0d47a-24a0-4ba6-997f-f2e8f41ebfa1 · outbound
This paper cites & Marion, C.
MONAI: An open-source framework for deep learning in healthcare & Marion, C
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.624967Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 03b95eab-e403-402f-9be5-9109536238b3 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 14
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ec857a9b-694a-409d-babb-c0b99893cac7 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 15
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6ce2cda6-9427-423a-9396-6c675f4c9e57 · outbound
This paper cites author Li, W.
MONAI: An open-source framework for deep learning in healthcare author Li, W
Reference 16
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 64a12d7c-98da-4a18-b393-741fd847b8cc · outbound
This paper cites & Ourselin, S.
MONAI: An open-source framework for deep learning in healthcare & Ourselin, S
Reference 17
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e644c632-24d0-4654-8ab7-026215f3ed96 · outbound
This paper cites Kornia: an Open Source Differentiable Computer Vision Library for PyTorch.
MONAI: An open-source framework for deep learning in healthcare Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
Reference 18
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.650281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5e3d9abe-d197-499c-b786-f7ba569adeaf · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 19
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 301e5db6-6839-4baa-98f8-77dc3776004b · outbound
This paper cites & Weninger, L.
MONAI: An open-source framework for deep learning in healthcare & Weninger, L
Reference 20
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 066f2aee-d9ab-4073-aa46-5a2ee251f209 · outbound
This paper cites & Choudhury, R.
MONAI: An open-source framework for deep learning in healthcare & Choudhury, R
Reference 21
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9f6020dc-c107-4fed-a91d-c44f85d46117 · outbound
This paper cites H., Li, W., Vercauteren, T., Ourselin, S.
MONAI: An open-source framework for deep learning in healthcare H., Li, W., Vercauteren, T., Ourselin, S
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T22:54:28.714233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 85a18513-3f28-4d0f-890f-a279a4842d19 · outbound
This paper cites Metrics reloaded: Recommendations for image analysis validation.
MONAI: An open-source framework for deep learning in healthcare Metrics reloaded: Recommendations for image analysis validation
Reference 23
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation fcf6b67d-c32c-4693-99da-d615b65ab2de · outbound
This paper cites Common Limitations of Image Processing Metrics: A Picture Story.
MONAI: An open-source framework for deep learning in healthcare Common Limitations of Image Processing Metrics: A Picture Story
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.668281Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 57b9b7da-a97d-4364-88f7-a4e0cee73319 · outbound
This paper cites & Brox, T.
MONAI: An open-source framework for deep learning in healthcare & Brox, T
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T22:54:28.716398Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ea412ac8-c897-4ed9-9401-e058169bd43b · outbound
This paper cites Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification.
MONAI: An open-source framework for deep learning in healthcare Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification
Reference 26
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.644287Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation b8f5114b-7025-4d0e-a5cb-65c829266f78 · outbound
This paper cites Gaussian Error Linear Units (GELUs).
MONAI: An open-source framework for deep learning in healthcare Gaussian Error Linear Units (GELUs)
Reference 27
- Resolution
- verified exact
- local_arxiv, observed 2026-05-13T22:54:28.647110Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation ac66909f-629b-4272-8d69-0415e41a72f7 · outbound
This paper cites & Hochreiter, S.
MONAI: An open-source framework for deep learning in healthcare & Hochreiter, S
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-13T22:54:28.718466Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 738124f6-ffb4-4999-81f6-af9bda3ba498 · outbound
This paper cites & Burges, C.
MONAI: An open-source framework for deep learning in healthcare & Burges, C
Reference 29
- Resolution
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- raw_fallback, observed 2026-05-13T22:54:28.691646Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 9e56da9d-7ff5-4ac1-8e5f-826c67a475ba · outbound
This paper cites The medical segmentation decathlon.
MONAI: An open-source framework for deep learning in healthcare The medical segmentation decathlon
Reference 30
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.680695Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e2f5275f-fa2f-4de4-ac62-9cf13d96b1d1 · outbound
This paper cites TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems.
MONAI: An open-source framework for deep learning in healthcare TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems
Reference 31
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.689295Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 07498fa0-e540-49fe-8a5b-8684f50fb5bb · outbound
This paper cites & Aylward, S.
MONAI: An open-source framework for deep learning in healthcare & Aylward, S
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0e1456da-25ed-487f-ba03-248e4086c8f3 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 33
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8fe4ea1a-a50a-4b94-840d-3fee94244369 · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 34
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d8c35a82-2744-481c-8895-28ab316a0021 · outbound
This paper cites SmoothGrad: removing noise by adding noise.
MONAI: An open-source framework for deep learning in healthcare SmoothGrad: removing noise by adding noise
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.685544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7838d356-e33d-4ffe-be54-96f9ff31a91c · outbound
This paper cites an unresolved cited work.
MONAI: An open-source framework for deep learning in healthcare Unresolved cited work
Reference 36
- Resolution
- verified exact
- doi, observed 2026-05-13T22:54:28.607266Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Pith citing papers
Observation 33f5f204-6865-4a8a-ab08-12a3e895098e · inbound
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET cites this paper.
Cyclic 2.5D Perceptual Loss for Cross-Modal 3D Medical Image Synthesis: T1w MRI to Tau PET MONAI: An open-source framework for deep learning in healthcare
Reference 11
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 37c803b8-e6c6-4706-a5b0-09f215049d73 · inbound
SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms cites this paper.
SMILE-UHURA Challenge -- Small Vessel Segmentation at Mesoscopic Scale from Ultra-High Resolution 7T Magnetic Resonance Angiograms MONAI: An open-source framework for deep learning in healthcare
Reference 35
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 41321095-86f0-4ac9-94d0-6e796833c3af · inbound
MitraClip Device Automated Localization in 3D Transesophageal Echocardiography via Deep Learning cites this paper.
MitraClip Device Automated Localization in 3D Transesophageal Echocardiography via Deep Learning MONAI: An open-source framework for deep learning in healthcare
Reference 26
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 23fa62bd-c652-4963-a625-ff3061dbf15d · inbound
GIRAFE: Glottal Imaging Dataset for Advanced Segmentation, Analysis, and Facilitative Playbacks Evaluation cites this paper.
GIRAFE: Glottal Imaging Dataset for Advanced Segmentation, Analysis, and Facilitative Playbacks Evaluation MONAI: An open-source framework for deep learning in healthcare
Reference 69
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7cdbbd2e-f43f-4875-870b-7f049eda4be2 · inbound
Comparative Analysis of 2D and 3D ResNet Architectures for IDH and MGMT Mutation Detection in Glioma Patients cites this paper.
Comparative Analysis of 2D and 3D ResNet Architectures for IDH and MGMT Mutation Detection in Glioma Patients MONAI: An open-source framework for deep learning in healthcare
Reference 18
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c6374820-e31b-45d5-8e4a-770e4f53eb25 · inbound
The R-Vessel-X Project cites this paper.
The R-Vessel-X Project MONAI: An open-source framework for deep learning in healthcare
Reference 6
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6ade573e-dd92-4be5-a2ad-ff196e60717c · inbound
landmarker: a Toolkit for Anatomical Landmark Localization in 2D/3D Images cites this paper.
landmarker: a Toolkit for Anatomical Landmark Localization in 2D/3D Images MONAI: An open-source framework for deep learning in healthcare
Reference 32
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b233532e-ddd0-43f9-9fee-a37a57d42976 · inbound
Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices cites this paper.
Robust Body Composition Analysis by Generating 3D CT Volumes from Limited 2D Slices MONAI: An open-source framework for deep learning in healthcare
Reference 20
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 09d1c736-0d76-45f1-9213-62b0447e675b · inbound
Improving Quality Control Of MRI Images Using Synthetic Motion Data cites this paper.
Improving Quality Control Of MRI Images Using Synthetic Motion Data MONAI: An open-source framework for deep learning in healthcare
Reference 24
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a5aa000d-ccc0-49cb-a09b-b929d85b3e14 · inbound
Adapting Foundation Models for Few-Shot Medical Image Segmentation: Actively and Sequentially cites this paper.
Adapting Foundation Models for Few-Shot Medical Image Segmentation: Actively and Sequentially MONAI: An open-source framework for deep learning in healthcare
Reference 9
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fa183934-c598-44fa-9984-0bd41cecefc2 · inbound
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge cites this paper.
Multi-Class Segmentation of Aortic Branches and Zones in Computed Tomography Angiography: The AortaSeg24 Challenge MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 98d64b59-9ff3-48a2-b9a4-53c1f9ca9f30 · inbound
Generalizable automated ischaemic stroke lesion segmentation with vision transformers cites this paper.
Generalizable automated ischaemic stroke lesion segmentation with vision transformers MONAI: An open-source framework for deep learning in healthcare
Reference 28
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3b36d066-8b47-4210-ba9e-8a27d4e6717e · inbound
Brain Latent Progression: Individual-based Spatiotemporal Disease Progression on 3D Brain MRIs via Latent Diffusion cites this paper.
Brain Latent Progression: Individual-based Spatiotemporal Disease Progression on 3D Brain MRIs via Latent Diffusion MONAI: An open-source framework for deep learning in healthcare
Reference 6
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a0c7cc7-8f18-4cbc-be1d-86f0a0de1a66 · inbound
Tables Guide Vision: Learning to See the Heart through Tabular Data cites this paper.
Tables Guide Vision: Learning to See the Heart through Tabular Data MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
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- local_arxiv, observed 2026-05-22T23:12:14.632474Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 2ce3f8a2-ba15-4d9e-bf4d-145cf5064e2c · inbound
Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data cites this paper.
Multi-Plane Vision Transformer for Hemorrhage Classification Using Axial and Sagittal MRI Data MONAI: An open-source framework for deep learning in healthcare
Reference 31
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T17:01:48.486870Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a82d52e2-2f84-456b-908d-43a932a722ae · inbound
TAGS: 3D Tumor-Adaptive Guidance for SAM cites this paper.
TAGS: 3D Tumor-Adaptive Guidance for SAM MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T15:28:33.551571Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27047215-987a-49e2-92aa-960d45bab870 · inbound
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning cites this paper.
Medical World Model: Generative Simulation of Tumor Evolution for Treatment Planning MONAI: An open-source framework for deep learning in healthcare
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T11:31:48.597916Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0d221962-5d15-42a9-8f91-5bce743f3a7d · inbound
Towards Reliable WMH Segmentation under Domain Shift: An Application Study using Maximum Entropy Regularization to Improve Uncertainty Estimation cites this paper.
Towards Reliable WMH Segmentation under Domain Shift: An Application Study using Maximum Entropy Regularization to Improve Uncertainty Estimation MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T00:24:05.702469Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9eeebbf5-0961-4ca9-a2e4-b61e2c7f5bf3 · inbound
Improving Prostate Gland Segmentation Using Transformer based Architectures cites this paper.
Improving Prostate Gland Segmentation Using Transformer based Architectures MONAI: An open-source framework for deep learning in healthcare
Reference 30
- Resolution
- verified exact
- local_arxiv, observed 2026-05-19T09:17:14.368868Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bf056dcf-5d56-4551-b166-0cbcbe0b8941 · inbound
Shadow defense against gradient inversion attack in federated learning cites this paper.
Shadow defense against gradient inversion attack in federated learning MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:21:26.969396Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 19a64877-32f6-483d-9433-5419e45cfc3f · inbound
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI cites this paper.
Learning from Anatomy: Supervised Anatomical Pretraining (SAP) for Improved Metastatic Bone Disease Segmentation in Whole-Body MRI MONAI: An open-source framework for deep learning in healthcare
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:12:46.226023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 397bf295-02cd-45f6-9bd8-be6647d0fe49 · inbound
Mapping intratumoral heterogeneity through PET-derived washout and deep learning after proton therapy cites this paper.
Mapping intratumoral heterogeneity through PET-derived washout and deep learning after proton therapy MONAI: An open-source framework for deep learning in healthcare
Reference 64
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:38:49.434269Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9847c11d-bec8-4bfb-8b3b-28c5ded47aa8 · inbound
ShapeKit cites this paper.
ShapeKit MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:30:04.013186Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fca01a4c-8cc9-416d-8247-3a90aa8005eb · inbound
PanTS: The Pancreatic Tumor Segmentation Dataset cites this paper.
PanTS: The Pancreatic Tumor Segmentation Dataset MONAI: An open-source framework for deep learning in healthcare
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T21:02:28.865004Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f28400ac-8c28-4fcd-9e63-b5b11fef92fa · inbound
Interpretable Prediction of Lymph Node Metastasis in Rectal Cancer MRI Using Variational Autoencoders cites this paper.
Interpretable Prediction of Lymph Node Metastasis in Rectal Cancer MRI Using Variational Autoencoders MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T17:13:05.845873Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e79a4625-971d-4c23-a07f-bc8b01ad733d · inbound
Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation cites this paper.
Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:59:02.448200Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a72434c7-a651-4a71-9d93-b089314da171 · inbound
A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT cites this paper.
A Study of Anatomical Priors for Deep Learning-Based Segmentation of Pheochromocytoma in Abdominal CT MONAI: An open-source framework for deep learning in healthcare
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T15:42:16.046867Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4c10f268-e6d2-4db1-a9c8-961ccc133434 · inbound
Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks cites this paper.
Parameter-Efficient Fine-Tuning of 3D DDPM for MRI Image Generation Using Tensor Networks MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:44:59.210826Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fbe10b95-6f3c-46f5-b7c9-c3b594bee9de · inbound
MAIA: A Collaborative Medical AI Platform for Integrated Healthcare Innovation cites this paper.
MAIA: A Collaborative Medical AI Platform for Integrated Healthcare Innovation MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T13:20:39.401197Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3647ee1f-229e-4cb5-a646-6ac60c4ff08b · inbound
Cyst-X: A Multi-Center MRI Benchmark and Federated Learning Framework for Malignancy-Risk Stratification of Pancreatic Cystic Neoplasm cites this paper.
Cyst-X: A Multi-Center MRI Benchmark and Federated Learning Framework for Malignancy-Risk Stratification of Pancreatic Cystic Neoplasm MONAI: An open-source framework for deep learning in healthcare
Reference 53
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T12:12:12.508989Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3130e629-2e4c-4ac2-9cd5-8e4fed339f32 · inbound
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment cites this paper.
Learning from Heterogeneous Structural MRI via Collaborative Domain Adaptation for Late-Life Depression Assessment MONAI: An open-source framework for deep learning in healthcare
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:53:48.051647Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1d07a027-bf92-4c0d-b581-aa19bedd3139 · inbound
Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation cites this paper.
Rethink Domain Generalization in Heterogeneous Sequence MRI Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T11:07:52.531251Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ae3e8a38-9d91-4fb2-8f75-a48d03b24c52 · inbound
Consensus-Driven Active Model Selection cites this paper.
Consensus-Driven Active Model Selection MONAI: An open-source framework for deep learning in healthcare
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T10:29:48.516609Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81d62bcf-a06f-427c-bb6c-7116c5a8a978 · inbound
Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model cites this paper.
Register Anything: Estimating "Corresponding Prompts" for Segment Anything Model MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:30:08.428002Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 82a50832-cf6f-46a6-b1a5-51cee7922069 · inbound
Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation cites this paper.
Skip priors and add graph-based anatomical information, for point-based Couinaud segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:28:38.869228Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 89ed0077-951e-40a3-81cf-d2bd67f745ed · inbound
Decoding the Alzheimer's Continuum: Interpretable Multi-Gate Routing for Diagnosis and Transition Prediction cites this paper.
Decoding the Alzheimer's Continuum: Interpretable Multi-Gate Routing for Diagnosis and Transition Prediction MONAI: An open-source framework for deep learning in healthcare
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T05:28:04.522419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b0390583-328f-49a0-8710-27772e0aa62d · inbound
GRASPing Anatomy to Improve Pathology Segmentation cites this paper.
GRASPing Anatomy to Improve Pathology Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T04:32:50.393175Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7378d614-93b1-4924-b832-fdf027dfa796 · inbound
Mask-Guided Multi-Channel SwinUNETR Framework for Robust MRI Classification cites this paper.
Mask-Guided Multi-Channel SwinUNETR Framework for Robust MRI Classification MONAI: An open-source framework for deep learning in healthcare
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T15:02:48.385533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1a20cd4d-3d3c-4829-86e3-1f71ece97709 · inbound
CardioMorphNet: Cardiac Motion Prediction Using a Shape-Guided Bayesian Recurrent Deep Network cites this paper.
CardioMorphNet: Cardiac Motion Prediction Using a Shape-Guided Bayesian Recurrent Deep Network MONAI: An open-source framework for deep learning in healthcare
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T14:57:38.329533Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b4fed41c-735f-4cd1-b6a5-7539c8df92e6 · inbound
A Modality-agnostic Multi-task Foundation Model for Human Brain Imaging cites this paper.
A Modality-agnostic Multi-task Foundation Model for Human Brain Imaging MONAI: An open-source framework for deep learning in healthcare
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T13:34:26.297149Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4fcda5fb-57d0-4157-a7d9-70c82d03e955 · inbound
SynBT: High-quality Tumor Synthesis for Breast Tumor Segmentation by 3D Diffusion Model cites this paper.
SynBT: High-quality Tumor Synthesis for Breast Tumor Segmentation by 3D Diffusion Model MONAI: An open-source framework for deep learning in healthcare
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T11:04:42.177945Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 339f5167-89f0-4855-885e-bba43c713097 · inbound
Vector-based loss functions for turbulent flow field inpainting cites this paper.
Vector-based loss functions for turbulent flow field inpainting MONAI: An open-source framework for deep learning in healthcare
Reference 21
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T05:01:12.061279Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59741c81-a07b-44a5-b47a-28f8c8c931e6 · inbound
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models cites this paper.
Enhancing 3D Medical Image Understanding with Pretraining Aided by 2D Multimodal Large Language Models MONAI: An open-source framework for deep learning in healthcare
Reference 101
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T19:48:44.728596Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e90f6d56-f1ed-4ae0-939b-82b53ed89771 · inbound
Invisible Attributes, Visible Biases: Exploring Demographic Shortcuts in MRI-based Alzheimer's Disease Classification cites this paper.
Invisible Attributes, Visible Biases: Exploring Demographic Shortcuts in MRI-based Alzheimer's Disease Classification MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T18:56:54.418154Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 44d78ca6-7cbe-49b9-8791-fdda28ed2c81 · inbound
SSL-AD: Spatiotemporal Self-Supervised Learning for Generalizability and Adaptability Across Alzheimer's Prediction Tasks and Datasets cites this paper.
SSL-AD: Spatiotemporal Self-Supervised Learning for Generalizability and Adaptability Across Alzheimer's Prediction Tasks and Datasets MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T17:49:06.827767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7e9fd7e9-c618-4551-96b5-75e539f43977 · inbound
Building a General SimCLR Self-Supervised Foundation Model Across Neurological Diseases to Advance 3D Brain MRI Diagnoses cites this paper.
Building a General SimCLR Self-Supervised Foundation Model Across Neurological Diseases to Advance 3D Brain MRI Diagnoses MONAI: An open-source framework for deep learning in healthcare
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T17:48:29.499946Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cfbfaca3-2a25-4778-9492-7ec32378919e · inbound
Submanifold Sparse Convolutional Networks for Automated 3D Segmentation of Kidneys and Kidney Tumours in Computed Tomography cites this paper.
Submanifold Sparse Convolutional Networks for Automated 3D Segmentation of Kidneys and Kidney Tumours in Computed Tomography MONAI: An open-source framework for deep learning in healthcare
Reference 23
- Resolution
- verified exact
- local_arxiv, observed 2026-05-18T01:02:15.270756Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e073b6cd-90e5-4cf6-bbef-c09bdd7ea06e · inbound
BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation cites this paper.
BackSplit: The Importance of Sub-dividing the Background in Biomedical Lesion Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T20:32:54.541391Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 554f8350-66f5-43f6-b7fa-61f6da971997 · inbound
In search of truth: Evaluating concordance of AI-based anatomy segmentation models cites this paper.
In search of truth: Evaluating concordance of AI-based anatomy segmentation models MONAI: An open-source framework for deep learning in healthcare
Reference 41
- Resolution
- verified exact
- local_arxiv, observed 2026-05-16T21:08:32.984505Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 74a2d223-4540-49cf-a237-700c8db21784 · inbound
Comparative evaluation of training strategies using partially labelled datasets for segmentation of white matter hyperintensities and stroke lesions in FLAIR MRI cites this paper.
Comparative evaluation of training strategies using partially labelled datasets for segmentation of white matter hyperintensities and stroke lesions in FLAIR MRI MONAI: An open-source framework for deep learning in healthcare
Reference 31
- Resolution
- unresolved
- no resolver link, observed 2026-08-03T07:24:05.910271Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 88d0c5be-fcd8-4135-a599-c40f4bddcaa5 · inbound
Language Models as Higher-Order Planning Formalizers cites this paper.
Language Models as Higher-Order Planning Formalizers MONAI: An open-source framework for deep learning in healthcare
Reference 33
- Resolution
- unresolved
- no resolver link, observed 2026-07-13T19:19:56.267003Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4cae436a-792c-4fd9-acfd-2cec224ef96c · inbound
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.
MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows MONAI: An open-source framework for deep learning in healthcare
Reference 46
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-15T00:08:21.645532Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a553c265-9740-4d8b-a7e3-2c0e2b43595b · inbound
Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It cites this paper.
Why Invariance is Not Enough for Biomedical Domain Generalization and How to Fix It MONAI: An open-source framework for deep learning in healthcare
Reference 6
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 26e0e87e-5a0b-4b71-a7b3-00531d1b88bd · inbound
PR3DICTR: A modular AI framework for medical 3D image-based detection and outcome prediction cites this paper.
PR3DICTR: A modular AI framework for medical 3D image-based detection and outcome prediction MONAI: An open-source framework for deep learning in healthcare
Reference 12
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 42d084c9-41b7-422a-9f7c-293ff8ec262a · inbound
GPAFormer: Graph-guided Patch Aggregation Transformer for Efficient 3D Medical Image Segmentation cites this paper.
GPAFormer: Graph-guided Patch Aggregation Transformer for Efficient 3D Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 41
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f44bd1bf-0602-4c44-825c-5390d9e38781 · inbound
Distilling Photon-Counting CT into Routine Chest CT through Clinically Validated Degradation Modeling cites this paper.
Distilling Photon-Counting CT into Routine Chest CT through Clinically Validated Degradation Modeling MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3c3b4e79-8df3-4add-97cc-c9b7410d28e8 · inbound
AMO-ENE: Attention-based Multi-Omics Fusion Model for Outcome Prediction in Extra Nodal Extension and HPV-associated Oropharyngeal Cancer cites this paper.
AMO-ENE: Attention-based Multi-Omics Fusion Model for Outcome Prediction in Extra Nodal Extension and HPV-associated Oropharyngeal Cancer MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 995e2ae3-f86a-456e-96be-fe8c671616b0 · inbound
Camyla: Scaling Autonomous Research in Medical Image Segmentation cites this paper.
Camyla: Scaling Autonomous Research in Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 56
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 20f783a8-4b47-4429-b85e-6b0393daf2da · inbound
Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis cites this paper.
Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5f14c270-9dee-47c5-837d-4482a946cdd8 · inbound
Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis cites this paper.
Backbone-Conditional Behavior of Modality Gating in Multi-Modal Prostate MRI Segmentation: A 5-Fold Cross-Validation and Gate Mechanism Analysis MONAI: An open-source framework for deep learning in healthcare
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T22:24:36.261493Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation dbdd59af-047e-4500-b9b7-3a739167c1bd · inbound
MedP-CLIP: Medical CLIP with Region-Aware Prompt Integration cites this paper.
MedP-CLIP: Medical CLIP with Region-Aware Prompt Integration MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-07-12T22:09:43.598567Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bbe151cd-f5e0-4cc4-9434-81ab2bba5ee9 · inbound
AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation cites this paper.
AbdomenGen: Sequential Volume-Conditioned Diffusion Framework for Abdominal Anatomy Generation MONAI: An open-source framework for deep learning in healthcare
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 0ec33773-6034-49af-8fd7-dd108bef27ff · inbound
Neuro-Oracle: A Trajectory-Aware Agentic RAG Framework for Interpretable Epilepsy Surgical Prognosis cites this paper.
Neuro-Oracle: A Trajectory-Aware Agentic RAG Framework for Interpretable Epilepsy Surgical Prognosis MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bdb5af3d-b691-4f2a-9dca-3f654947740e · inbound
Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images cites this paper.
Co-distilled attention guided masked image modeling with noisy teacher for self-supervised learning on medical images MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 00a9e985-6a1f-4975-b62b-3ac468a770e3 · inbound
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation cites this paper.
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 275a1dcc-7d15-48a4-b99c-46bfd393fd0e · inbound
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation cites this paper.
SegWithU: Uncertainty as Perturbation Energy for Single-Forward-Pass Risk-Aware Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- unresolved
- no resolver link, observed 2026-07-14T19:38:41.836256Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1f4aab29-361d-4744-b51a-dbe036c79992 · inbound
Generative Modeling of Neurodegenerative Brain Anatomy with 4D Longitudinal Diffusion Model cites this paper.
Generative Modeling of Neurodegenerative Brain Anatomy with 4D Longitudinal Diffusion Model MONAI: An open-source framework for deep learning in healthcare
Reference 10
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation dcde2cd2-b3fb-4a07-94d2-6a22f5c0f42f · inbound
ESICA: A Scalable Framework for Text-Guided 3D Medical Image Segmentation cites this paper.
ESICA: A Scalable Framework for Text-Guided 3D Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 28
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation a228f3cd-fff6-4768-8cb1-1e25518dbf53 · inbound
GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models cites this paper.
GeoSAE: Geometric Prior-Guided Layer-Wise Sparse Autoencoder Annotation of Brain MRI Foundation Models MONAI: An open-source framework for deep learning in healthcare
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation df9ffbe7-7789-457d-9995-d5f698b452bb · inbound
SIAM: Head and Brain MRI Segmentation from Few High-Quality Templates via Synthetic Training cites this paper.
SIAM: Head and Brain MRI Segmentation from Few High-Quality Templates via Synthetic Training MONAI: An open-source framework for deep learning in healthcare
Reference 96
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 25a6cd9b-5379-4a38-b40c-ae4778f17667 · inbound
One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation cites this paper.
One Sequence to Segment Them All: Efficient Data Augmentation for CT and MRI Cross-Domain 3D Spine Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 2
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 03056362-0f6d-4a44-b12f-7dfd305647c3 · inbound
Dante: An Open Source Model Pre-Training and Fine-Tuning Tool for the Dafne Federated Framework for Medical Image Segmentation cites this paper.
Dante: An Open Source Model Pre-Training and Fine-Tuning Tool for the Dafne Federated Framework for Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 17
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 60fc5be3-76d7-471d-88a4-46d64582967f · inbound
Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images cites this paper.
Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d0e02709-15b6-4eef-a4b2-585b2f1966f6 · inbound
Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images cites this paper.
Tumor-aware augmentation with task-guided attention analysis improves rectal cancer segmentation from magnetic resonance images MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T13:25:46.390261Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d4f4c11a-c9f3-4767-b50b-18b6523adfcf · inbound
The autoPET3 Challenge: Automated Lesion Segmentation in Whole-Body PET/CT $\unicode{x2013}$ Multitracer Multicenter Generalization cites this paper.
The autoPET3 Challenge: Automated Lesion Segmentation in Whole-Body PET/CT $\unicode{x2013}$ Multitracer Multicenter Generalization MONAI: An open-source framework for deep learning in healthcare
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 019268d1-f18d-4069-894b-aa255972d2a2 · inbound
NeuroAgent: LLM Agents for Multimodal Neuroimaging Analysis and Research cites this paper.
NeuroAgent: LLM Agents for Multimodal Neuroimaging Analysis and Research MONAI: An open-source framework for deep learning in healthcare
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c37cb41b-7d7d-4d63-8c0f-70f95c12e36a · inbound
Multimodal synthesis of MRI and tabular data with diffusion in a joint latent space via cross-attention cites this paper.
Multimodal synthesis of MRI and tabular data with diffusion in a joint latent space via cross-attention MONAI: An open-source framework for deep learning in healthcare
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-13T22:54:28.721435Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c6e65558-ef8a-4852-9d94-efaec3424666 · inbound
Cross Modality Image Translation In Medical Imaging Using Generative Frameworks cites this paper.
Cross Modality Image Translation In Medical Imaging Using Generative Frameworks MONAI: An open-source framework for deep learning in healthcare
Reference 91
- Resolution
- verified exact
- local_arxiv, observed 2026-05-14T20:19:27.175077Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation c52ed221-b623-4f5d-b907-3d1d226e8332 · inbound
Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment cites this paper.
Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T19:43:43.808352Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 499c0c83-7b4f-473c-b3b5-8b3c5cdbc1d0 · inbound
Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment cites this paper.
Semi-MedRef: Semi-Supervised Medical Referring Image Segmentation with Cross-Modal Alignment MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-04T05:09:58.534684Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f9df946b-633f-452e-8fef-85415401350a · inbound
VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation cites this paper.
VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-05-20T13:13:18.442926Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 5ee459df-2a62-4cd1-89b2-13c7b5b538bb · inbound
VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation cites this paper.
VISTA: Variance-Gated Inter-Sequence Test-Time Adaptation for Multi-Sequence MRI Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 4
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-01T14:55:48.054759Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation e62d3970-d9de-4c34-96ab-6663a1b8905b · inbound
Universal CT Representations from Anatomy to Disease Phenotype through Agglomerative Pretraining cites this paper.
Universal CT Representations from Anatomy to Disease Phenotype through Agglomerative Pretraining MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T07:51:15.610189Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 033edfe1-9024-4519-9e06-09474e3f084c · inbound
Universal CT Representations from Anatomy to Disease Phenotype through Agglomerative Pretraining cites this paper.
Universal CT Representations from Anatomy to Disease Phenotype through Agglomerative Pretraining MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-25T06:20:24.487441Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d47a3759-bdea-43ea-8ee6-f524af5150f0 · inbound
Enhancing Ultra-low-field MRI with Segmentation-guided Adversarial Learning cites this paper.
Enhancing Ultra-low-field MRI with Segmentation-guided Adversarial Learning MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T13:23:27.865424Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation d1f53e18-07b8-46b5-922d-aee13d8ae9d0 · inbound
Controllable Lung Nodule Synthesis via Histogram-Regularized Latent Diffusion Models cites this paper.
Controllable Lung Nodule Synthesis via Histogram-Regularized Latent Diffusion Models MONAI: An open-source framework for deep learning in healthcare
Reference 1
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-29T07:53:14.317091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation bb1bd9ae-bcd8-4146-a751-de1ee8e87403 · inbound
Foundation VAEs for 3D CT Reconstruction, Augmentation, and Generation cites this paper.
Foundation VAEs for 3D CT Reconstruction, Augmentation, and Generation MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-06-28T22:52:45.366851Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 3c167926-dfdb-4dfc-aa28-0ecc92241323 · inbound
Automated Prediction of Postoperative Pancreatic Fistula Using Preoperative Computed Tomography cites this paper.
Automated Prediction of Postoperative Pancreatic Fistula Using Preoperative Computed Tomography MONAI: An open-source framework for deep learning in healthcare
Reference 14
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T19:16:01.166289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 10c4898d-1a27-46f7-8a0d-d0c73cd383c4 · inbound
Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation cites this paper.
Pre-Deployment Robustness Stress Testing for CT Segmentation Systems Using Clinically Motivated Multi-Corruption Augmentation MONAI: An open-source framework for deep learning in healthcare
Reference 28
- Resolution
- verified exact
- local_arxiv, observed 2026-06-28T19:12:34.975635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 8b6904b4-6579-41b4-a9a8-3ef8ee602b2c · inbound
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging cites this paper.
Entropy Minimization without Model Collapse: Mitigating Prediction Bias in Medical Imaging MONAI: An open-source framework for deep learning in healthcare
Reference 8
- Resolution
- verified exact
- local_arxiv, observed 2026-07-01T21:56:16.083681Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 6833e2c2-e998-46d9-94c4-3bde207a648e · inbound
GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representations cites this paper.
GLINT: Sparsely Gated Vision-Language Alignment for Fine-Grained Radiology Representations MONAI: An open-source framework for deep learning in healthcare
Reference 12
- Resolution
- verified exact
- local_arxiv, observed 2026-07-02T02:26:26.416682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 27a14540-fe9e-4c38-9c59-a5318767d7c9 · inbound
Bayesian Tensor Decomposition with Diffusion Model Prior cites this paper.
Bayesian Tensor Decomposition with Diffusion Model Prior MONAI: An open-source framework for deep learning in healthcare
Reference 7
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-02T02:06:26.044168Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 19e9291e-428a-44b9-91b0-9ecb610aaa3c · inbound
vesselFM-CT: Segmenting All Blood Vessels in CT Images for System-Level Cardiovascular Analysis cites this paper.
vesselFM-CT: Segmenting All Blood Vessels in CT Images for System-Level Cardiovascular Analysis MONAI: An open-source framework for deep learning in healthcare
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T00:17:29.439057Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 289cd86b-53a3-4011-88a2-3776cfa8cdb6 · inbound
Acquisition state behaves as a structured, measurable variable governing lung-nodule AI: kernel-driven measurement instability and noise-driven detection fragility, invisible to DICOM metadata cites this paper.
Acquisition state behaves as a structured, measurable variable governing lung-nodule AI: kernel-driven measurement instability and noise-driven detection fragility, invisible to DICOM metadata MONAI: An open-source framework for deep learning in healthcare
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T16:18:37.648553Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation f930c37f-74a1-4c49-9c1a-e8ec78221162 · inbound
Confidence is Not Reliability: Rethinking MC Dropout in Brain Tumour Segmentation cites this paper.
Confidence is Not Reliability: Rethinking MC Dropout in Brain Tumour Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T00:09:15.377840Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 7220c816-fcac-4513-b278-48f1293b0c23 · inbound
SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics cites this paper.
SurgVista: Long-Horizon Surgical World Modeling with Plausible Instrument-Tissue Dynamics MONAI: An open-source framework for deep learning in healthcare
Reference 5
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T03:19:31.468453Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 919f1da9-0760-4b50-9469-bfcb72757138 · inbound
When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control cites this paper.
When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control MONAI: An open-source framework for deep learning in healthcare
Reference 2
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T03:19:30.178044Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 84c0dfe9-a018-498e-9f1a-305a3e5c3ce7 · inbound
When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control cites this paper.
When Average Calibration Fails: Site-Conditional Federated Conformal Risk Control MONAI: An open-source framework for deep learning in healthcare
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T10:51:21.601028Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5ce37456-bf5e-491c-b85e-aac4174dacc3 · inbound
Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation cites this paper.
Dataset-Aware Cold-Start Active Learning for Annotation-Efficient 3D Medical Image Segmentation MONAI: An open-source framework for deep learning in healthcare
Reference 34
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-04T05:49:36.825014Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.
Observation 686e01db-9bb7-46b5-8483-a64e3f74bec7 · inbound
Unsupervised Susceptibility Distortion Correction of EPI without Calibration Scans via Image Translation-Based Registration cites this paper.
Unsupervised Susceptibility Distortion Correction of EPI without Calibration Scans via Image Translation-Based Registration MONAI: An open-source framework for deep learning in healthcare
Reference 63
- Resolution
- verified exact
- local_arxiv, observed 2026-07-04T07:49:39.824353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-11T06:34:44.6726+00:00.