Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness | Paper Citation Record

Observation 9e56899a-2641-4f9c-8d70-15be983a5a0b · outbound

This paper cites Quantifying attention flow in transformers.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Quantifying attention flow in transformers

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.589513Z

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Observation 6750312d-f7be-4038-b3f0-e6579254c6b2 · outbound

This paper cites arXiv preprint arXiv:2511.17803 , year=.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness arXiv preprint arXiv:2511.17803 , year=

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:45:58.023175Z

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Observation abd4c22c-21b2-4152-819d-fe3d052a9cd4 · outbound

This paper cites Self-supervised learning from images with a joint- embedding predictive architecture.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Self-supervised learning from images with a joint- embedding predictive architecture

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.587898Z

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Observation 02008eac-7175-4883-bb3c-7612a28b392a · outbound

This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 4

Resolution: verified exact; local_arxiv, observed 2026-05-11T02:45:57.976073Z

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Observation 742f8708-124c-4555-b319-789b0e3110f8 · outbound

This paper cites Beit: Bert pre-training of image trans- formers.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Beit: Bert pre-training of image trans- formers

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.584411Z

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Observation a728a3c9-a083-46ef-8fe7-8032bcd91684 · outbound

This paper cites Anatomical foundation models for brain mris.Pattern Recognition Letters.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Anatomical foundation models for brain mris.Pattern Recognition Letters

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.593002Z

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Observation bee6b05a-0feb-4c56-b71c-b3e141a9c487 · outbound

This paper cites Variance-invariance-covariance regularization for self-supervised learning.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Variance-invariance-covariance regularization for self-supervised learning

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.580393Z

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Observation c4b32f7b-53cf-4896-9231-1b53463e2b49 · outbound

This paper cites A pan-organ vision- language model for generalizable 3d ct representations.medRxiv.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A pan-organ vision- language model for generalizable 3d ct representations.medRxiv

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.582722Z

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Observation 3bae51ea-57d0-445e-9815-46dd21324b03 · outbound

This paper cites The uk biobank resource with deep phenotyping and genomic data.Nature, 562(7726):203–209.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness The uk biobank resource with deep phenotyping and genomic data.Nature, 562(7726):203–209

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.586126Z

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Observation 9d4d64d7-933b-4c9e-a3db-c00c63d49974 · outbound

This paper cites Emerging properties in self-supervised vision transformers.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Emerging properties in self-supervised vision transformers

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.636947Z

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Observation c24a551e-38f6-4352-9216-d723aad80dba · outbound

This paper cites Chen, Chengkuan Chen, Yicong Li, et al.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Chen, Chengkuan Chen, Yicong Li, et al

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.576940Z

Source-reported events for the cited work

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Observation 771c6880-8cd2-4854-9dc2-070ae9c656bf · outbound

This paper cites Towards a general- purpose foundation model for computational pathology.Nature medicine, 30(3):850–862.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Towards a general- purpose foundation model for computational pathology.Nature medicine, 30(3):850–862

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.571068Z

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Observation 4cd9efb5-8eb4-4f1b-82bd-2a8ffeb797f6 · outbound

This paper cites A simple framework for contrastive learning of visual representations.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A simple framework for contrastive learning of visual representations

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.572969Z

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Observation e25eae11-f82a-4158-a544-45477fc85e11 · outbound

This paper cites Exploring simple siamese representation learning.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Exploring simple siamese representation learning

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.567483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 4fbb647c-4cef-4f62-aaaa-77d9a96edd1c · outbound

This paper cites An empirical study of training self-supervised vision transformers.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness An empirical study of training self-supervised vision transformers

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.563710Z

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Observation de4ec4ce-77ad-4610-b041-b1e259e9a6a8 · outbound

This paper cites EchoCLIP: Vision-language foundation model for echocardiography.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness EchoCLIP: Vision-language foundation model for echocardiography

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.565671Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 35bc50c9-5c42-416b-9826-08cd57a2f217 · outbound

This paper cites Multi-organ metabolome biological age implicates cardiometabolic conditions and mortality risk.Nature Communications, 16(1):4871.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Multi-organ metabolome biological age implicates cardiometabolic conditions and mortality risk.Nature Communications, 16(1):4871

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.600682Z

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Observation 336ec502-983e-4a1a-9fa4-1505f990d5d1 · outbound

This paper cites Brain–heart–eye axis revealed by multi-organ imaging genetics and proteomics.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Brain–heart–eye axis revealed by multi-organ imaging genetics and proteomics

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.610377Z

Source-reported events for the cited work

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Observation b1aca09e-57f4-4f39-8a03-0d4d0bfa3389 · outbound

This paper cites Multi-organ ai endophenotypes chart the heterogeneity of brain, eye and heart pan-disease.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Multi-organ ai endophenotypes chart the heterogeneity of brain, eye and heart pan-disease

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.606399Z

Source-reported events for the cited work

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Observation f0eaa55f-cd97-4944-92d1-705e76c97121 · outbound

This paper cites Mri-based multi-organ clocks for healthy aging and disease assessment.Nature Medicine, 32(1):82–92.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Mri-based multi-organ clocks for healthy aging and disease assessment.Nature Medicine, 32(1):82–92

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.569387Z

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Observation a32fa236-08bd-433c-b9b7-eda40467d318 · outbound

This paper cites Muse: Multi-atlas region segmentation utilizing ensembles of registration algorithms and parameters, and locally optimal atlas selection.Neuroimage, 127:186–195.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Muse: Multi-atlas region segmentation utilizing ensembles of registration algorithms and parameters, and locally optimal atlas selection.Neuroimage, 127:186–195

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.575014Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation fd4b77b3-3ef1-4371-9e12-76135b792bc1 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 22

Resolution: verified exact; local_arxiv, observed 2026-05-11T02:45:58.027136Z

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Observation 2d6796ab-c917-40b6-9b20-c8df5469e112 · outbound

This paper cites Bootstrap your own latent-a new approach to self-supervised learning.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Bootstrap your own latent-a new approach to self-supervised learning

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.598878Z

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Observation 0d5f26ce-5076-4286-bd06-fd106b608957 · outbound

This paper cites Momentum contrast for unsupervised visual representation learning.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Momentum contrast for unsupervised visual representation learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.558352Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation d2e90bcd-0fea-4306-958f-1ebfdf41f19a · outbound

This paper cites Masked autoencoders are scalable vision learners.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Masked autoencoders are scalable vision learners

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.550340Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c11191e0-43a4-4bdd-bb3b-e0c8ba4be06b · outbound

This paper cites USFM: A universal ultrasound foundation model generalized to tasks and organs within 15 populations.Medical Image Analysis.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness USFM: A universal ultrasound foundation model generalized to tasks and organs within 15 populations.Medical Image Analysis

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.546390Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b4350f54-c0fd-4d79-90ea-44fa7826f061 · outbound

This paper cites What to hide from your students: Attention-guided masked image modeling.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness What to hide from your students: Attention-guided masked image modeling

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.544529Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 799716cf-6d2e-44f1-b68b-2d290cc9b8ae · outbound

This paper cites A foundation model for clinical-grade dermatology.Nature Medicine.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A foundation model for clinical-grade dermatology.Nature Medicine

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.560061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 83b90277-a432-4972-84ff-6a9f8b6e40bb · outbound

This paper cites Semmae: Semantic-guided masking for learning masked autoencoders.Advances in Neural Information Processing Systems, 35:14290–14302.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Semmae: Semantic-guided masking for learning masked autoencoders.Advances in Neural Information Processing Systems, 35:14290–14302

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.548305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation daa89d40-6f6a-4419-ba07-44f632bb5f16 · outbound

This paper cites Segment anything in medical images.Nature Communications.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Segment anything in medical images.Nature Communications

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.556497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation e411d848-eb71-430f-8601-41adece31f48 · outbound

This paper cites Towards generalisable foundation models for brain mri.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Towards generalisable foundation models for brain mri

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Resolution: verified exact; arxiv_id, observed 2026-05-11T02:45:58.035407Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a61ce018-d08d-4823-98bd-37bb5af22a69 · outbound

This paper cites Multi-organ imag- ing demonstrates the heart-brain-liver axis in uk biobank participants.Nature Communications, 13(1):7839.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Multi-organ imag- ing demonstrates the heart-brain-liver axis in uk biobank participants.Nature Communications, 13(1):7839

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.537040Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1e5b0e57-2483-4f15-b192-901fe8223caf · outbound

This paper cites Radimagenet: an open radiologic deep learning research dataset for effective transfer learning.Radiology: Artificial Intelligence, 4(5):e210315.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Radimagenet: an open radiologic deep learning research dataset for effective transfer learning.Radiology: Artificial Intelligence, 4(5):e210315

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.539060Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation b003df91-203a-4130-9bd3-49a99b4e6d9e · outbound

This paper cites an unresolved cited work.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-05-14T11:44:39.597159Z

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No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 31c575c6-ab63-43a2-93e9-a85e353a1ede · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness DINOv2: Learning Robust Visual Features without Supervision

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Resolution: verified exact; local_arxiv, observed 2026-05-11T02:45:57.990342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 8d7f2474-6c55-4e43-8a90-2dafb2b1a850 · outbound

This paper cites Alzheimer’s disease neuroimaging initiative (adni) clinical characterization.Neurology, 74(3):201–209.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Alzheimer’s disease neuroimaging initiative (adni) clinical characterization.Neurology, 74(3):201–209

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.608719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 04e6ca78-444a-4e46-acc9-5b5e976338a3 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Learning transferable visual models from natural language supervision

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.591363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation da888c5f-5fe8-4352-8bda-9fff8dff0830 · outbound

This paper cites Mm-dinov2: Adapting foundation models for multi-modal medical image analysis.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Mm-dinov2: Adapting foundation models for multi-modal medical image analysis

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.629930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f1b01ddc-1a46-474b-8ce3-c630309f42a1 · outbound

This paper cites A gener- alizable deep learning system for cardiac mri.Nature Biomedical Engineering, pages 1–16.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A gener- alizable deep learning system for cardiac mri.Nature Biomedical Engineering, pages 1–16

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.624478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation f0f661f8-904e-47f0-8225-c8e459bc1bec · outbound

This paper cites A multimodal visual–language foundation model for computational ophthalmology.npj digital medicine, 8(1):381.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A multimodal visual–language foundation model for computational ophthalmology.npj digital medicine, 8(1):381

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.626339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 93c6b50b-cb22-464e-a0f2-64cb361f59e0 · outbound

This paper cites A generalizable foundation model for analysis of human brain mri.Nature Neuroscience, pages 1–12.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A generalizable foundation model for analysis of human brain mri.Nature Neuroscience, pages 1–12

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.631676Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 52ca9850-d589-4ac8-a2f2-e5e3168f8e75 · outbound

This paper cites Heterogeneous aging across multiple organ systems and prediction of chronic disease and mortality.Nature medicine, 29(5):1221–1231.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Heterogeneous aging across multiple organ systems and prediction of chronic disease and mortality.Nature medicine, 29(5):1221–1231

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.628220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7a1adc88-4046-4b36-9439-a6174047c109 · outbound

This paper cites Expert-level detection of pathologies from unannotated chest x-ray images via self-supervised learning.Nature biomedical engineering, 6(12):1399–1406.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Expert-level detection of pathologies from unannotated chest x-ray images via self-supervised learning.Nature biomedical engineering, 6(12):1399–1406

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.621066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 10b35d9f-4687-418e-8b29-5a86d86ad291 · outbound

This paper cites A foundation model for clinical-grade computational pathology and rare cancers detection.Nature Medicine.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A foundation model for clinical-grade computational pathology and rare cancers detection.Nature Medicine

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Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.633303Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 407ad091-1028-41ec-8775-8d326d3f81ea · outbound

This paper cites Hard patches mining for masked image modeling.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Hard patches mining for masked image modeling

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.619033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation cbbed49d-f1bf-4765-8d2a-30c6ac69a9c6 · outbound

This paper cites Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Triad: Vision Foundation Model for 3D Magnetic Resonance Imaging

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Resolution: verified exact; arxiv_id, observed 2026-05-11T02:45:57.983164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation dfdbc350-8148-4354-bd9f-f8bc33660b47 · outbound

This paper cites Transformer-based unsupervised contrastive learning for histopathological image classification.Medical Image Analysis.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Transformer-based unsupervised contrastive learning for histopathological image classification.Medical Image Analysis

Reference 47

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.604054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c3d66e47-e8d9-45cc-b093-3c3b592f636a · outbound

This paper cites MedCLIP: Contrastive learning from unpaired medical images and text.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness MedCLIP: Contrastive learning from unpaired medical images and text

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.611933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation c7f2d2d6-7324-4353-be4d-d36dc27503c9 · outbound

This paper cites VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness VisionCLIP: An Med-AIGC based Ethical Language-Image Foundation Model for Generalizable Retina Image Analysis

Reference 49

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:45:57.969652Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation aba2c7b7-1eae-4a8b-ae24-c090d973a8e8 · outbound

This paper cites Biological age shows that no organ system is an island.Nature, 4:1182–1183.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Biological age shows that no organ system is an island.Nature, 4:1182–1183

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.617340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 379edc12-2d62-485d-b4c4-7e56595c6dce · outbound

This paper cites Multi-organ and multi-omics aging clocks digitize human biological age.medRxiv, pages 2025–02.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Multi-organ and multi-omics aging clocks digitize human biological age.medRxiv, pages 2025–02

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.635207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19d529eb-4012-4367-bbd8-ad251e94a2fc · outbound

This paper cites Refining the generation, interpretation and application of multi-organ, multi-omics biological aging clocks.Nature Aging, 5(9):1897–1913.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Refining the generation, interpretation and application of multi-organ, multi-omics biological aging clocks.Nature Aging, 5(9):1897–1913

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.561966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3718e1d6-35ce-4367-abab-7026eedb935c · outbound

This paper cites Towards a multi-organ, multi-omics medical digital twin.Nature Biomedical Engineering, 9(9):1386–1389.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Towards a multi-organ, multi-omics medical digital twin.Nature Biomedical Engineering, 9(9):1386–1389

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.613612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation ba0edb9f-1d28-429e-a861-4b75f2018c58 · outbound

This paper cites The genetic architecture of biological age in nine human organ systems.Nature aging, 4(9):1290–1307.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness The genetic architecture of biological age in nine human organ systems.Nature aging, 4(9):1290–1307

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.615482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a28cc291-afc0-4c67-a6cf-7a9ebd13d6e5 · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T02:45:57.964478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 690f595e-1d13-4717-8f32-54a69d671d04 · outbound

This paper cites Progressive unsupervised learning for visual object tracking.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Progressive unsupervised learning for visual object tracking

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.578664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 18a11bea-0d5b-4244-aa10-a7b651fae45d · outbound

This paper cites Dropmae: Masked autoencoders with spatial-attention dropout for tracking tasks.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Dropmae: Masked autoencoders with spatial-attention dropout for tracking tasks

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.595387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 7ffa22c9-7130-40b3-9e03-b2918fdbf172 · outbound

This paper cites Simmim: A simple framework for masked image modeling.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Simmim: A simple framework for masked image modeling

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.552241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 500a9dcf-d721-46c2-97af-5068fd3d5223 · outbound

This paper cites Decipher-mr: a vision-language foundation model for 3d mri representations.npj Digital Medicine.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Decipher-mr: a vision-language foundation model for 3d mri representations.npj Digital Medicine

Reference 59

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.554323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 3ca1eb56-f2e3-4c62-afe9-767845d73124 · outbound

This paper cites Barlow twins: Self- supervised learning via redundancy reduction.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Barlow twins: Self- supervised learning via redundancy reduction

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.602404Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 65926f28-b0ec-4c0f-8f43-f2caa3dbcecf · outbound

This paper cites On the foundation model for cardiac mri reconstruction.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness On the foundation model for cardiac mri reconstruction

Reference 61

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.622758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 1e30cf60-2d60-42e2-b8c1-c40e8e8b3787 · outbound

This paper cites BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness BiomedGPT: A Generalist Vision-Language Foundation Model for Diverse Biomedical Tasks

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-11T02:45:58.015803Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 0536e2ee-7363-40a2-8733-bf51786e3b2e · outbound

This paper cites BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness BiomedCLIP: a multimodal biomedical foundation model pretrained from fifteen million scientific image-text pairs

Reference 63

Resolution: verified exact; arxiv_id, observed 2026-05-13T10:42:22.536059Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 19591f14-98d3-40b9-ada8-f441ff8704f9 · outbound

This paper cites ibot: Image bert pre-training with online tokenizer.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness ibot: Image bert pre-training with online tokenizer

Reference 64

Resolution: verified fuzzy; raw_fallback, observed 2026-05-14T11:44:39.540780Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation a440eb05-b3f1-441a-b3b1-60b1064587dd · outbound

This paper cites A foundation model for generalizable disease detection from retinal images.Nature, 622 (7981):156–163.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness A foundation model for generalizable disease detection from retinal images.Nature, 622 (7981):156–163

Reference 65

Resolution: malformed identifier; raw_fallback, observed 2026-05-14T11:44:39.542793Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Observation 701d208e-9a22-4a92-a229-516c42be9b42 · outbound

This paper cites Each linear probe is trained with 10 different random seeds, and we report the average performance on the held-out test set.

Pan-FM: A Pan-Organ Foundation Model with Saliency-Guided Masking for Missing Robustness Each linear probe is trained with 10 different random seeds, and we report the average performance on the held-out test set

Reference 66

Resolution: malformed identifier; arxiv_id, observed 2026-05-11T02:45:58.007503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers