Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-05T20:57:28.625314Z
Paper Citation Record · LEDGER
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index
As of 22 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 0 inbound Pith citation observations for arXiv:2508.09722.
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 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact16
- verified fuzzy12
- unresolved3
- parse uncertain0
- malformed identifier4
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation cf23adca-5729-4e0e-89ea-7acec5486fae · outbound
This paper cites Metrics to evaluate the performance of auto-segmentation for radiation treatment planning: A critical review.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Metrics to evaluate the performance of auto-segmentation for radiation treatment planning: A critical review
Reference 1
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.787521Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation a38345cf-b8ed-4f5b-b6e3-f15672066734 · outbound
This paper cites Uncertainties in target volume delineation in radiother- apy—are they relevant and what can we do about them? Radiology and Oncology.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Uncertainties in target volume delineation in radiother- apy—are they relevant and what can we do about them? Radiology and Oncology
Reference 2
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.777338Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 51f186d7-3236-4145-b257-94c9126034eb · outbound
This paper cites Crit- ical impact of radiotherapy protocol compliance and quality in the treatment of advanced head and neck cancer: results from TROG 02.02.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Crit- ical impact of radiotherapy protocol compliance and quality in the treatment of advanced head and neck cancer: results from TROG 02.02
Reference 3
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.768169Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 37e0b223-3e06-405f-acc0-00512b299c12 · outbound
This paper cites Clinical evaluation of a deep learning model for segmentation of target volumes in breast cancer radiotherapy.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Clinical evaluation of a deep learning model for segmentation of target volumes in breast cancer radiotherapy
Reference 4
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.758221Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0754ba6d-add6-4a8f-b1fe-e58494addbdd · outbound
This paper cites Validation of image segmentation and regis- tration algorithms.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Validation of image segmentation and regis- tration algorithms
Reference 5
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.748507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 728dfe35-a6e6-4dc4-a476-00ef33d12f75 · outbound
This paper cites Artificial intelligence and neural networks in radiology – Basics that all radiology residents should know.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Artificial intelligence and neural networks in radiology – Basics that all radiology residents should know
Reference 6
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-05T20:57:29.620299Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6564424e-61cc-49ff-8584-3d8e914ae4b3 · outbound
This paper cites The predictive value of segmentation metrics on dosimetry in organs at risk of the brain.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index The predictive value of segmentation metrics on dosimetry in organs at risk of the brain
Reference 7
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-05T20:57:29.410743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 447b0612-d791-4453-91b0-99381e48af8b · outbound
This paper cites Accessed: 2025-06-21.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Accessed: 2025-06-21
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.747414Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 30e8db08-3559-447c-a998-e903470422e0 · outbound
This paper cites nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Reference 9
- Resolution
- unresolved
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 16bd13a0-28a2-455d-8ef0-f9f92c0114aa · outbound
This paper cites Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Feddg: Federated domain generalization on medical image segmentation via episodic learning in continuous frequency space
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.739068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 57d05287-a7e0-4ae6-a66c-164975291cfa · outbound
This paper cites Evaluation of Multi- modal Algorithms for the Segmentation of Multiparametric MRI Prostate Images.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Evaluation of Multi- modal Algorithms for the Segmentation of Multiparametric MRI Prostate Images
Reference 11
- Resolution
- malformed identifier
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 6e5f2bf8-887c-42f4-8057-4bf8842e8168 · outbound
This paper cites NCI-ISBI 2013 challenge: automated segmentation of prostate structures.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index NCI-ISBI 2013 challenge: automated segmentation of prostate structures
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.722567Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation fcd44f38-a445-4658-a18e-938bea6642c2 · outbound
This paper cites Computer-aided detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: a review.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Computer-aided detection and diagnosis for prostate cancer based on mono and multi-parametric MRI: a review
Reference 13
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 87be9026-590c-46c0-b03e-14dabdac2fac · outbound
This paper cites Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 chal- lenge.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Evaluation of prostate segmentation algorithms for MRI: The PROMISE12 chal- lenge
Reference 14
- Resolution
- malformed identifier
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1dd859d7-ef82-4d41-a8b0-295a770f4989 · outbound
This paper cites Quantitative evaluation of image segmentation incorporating medical consideration functions.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Quantitative evaluation of image segmentation incorporating medical consideration functions
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.705689Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 87c38d1c-dc87-4311-941d-5076c8acb1f4 · outbound
This paper cites An efficient algorithm for calculating the exact Hausdorff distance.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index An efficient algorithm for calculating the exact Hausdorff distance
Reference 16
- Resolution
- verified exact
- arxiv_id_nonexistent, observed 2026-08-05T20:57:29.258684Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 83c6a962-115f-4d29-8fcc-6cd22bfa6e0c · outbound
This paper cites Towards a guideline for evaluation metrics in medical image segmentation.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Towards a guideline for evaluation metrics in medical image segmentation
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-05T20:57:28.576530Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2291185f-53ee-4ca4-8c16-1f68c78fbf46 · outbound
This paper cites On the usage of average Hausdorff distance for segmentation performance assess- ment: hidden error when used for ranking.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index On the usage of average Hausdorff distance for segmentation performance assess- ment: hidden error when used for ranking
Reference 18
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.721660Z
Source-reported events for the cited work
correction dated 2022-10-31. Source: crossref record 10.1186/s41747-022-00309-6->10.1186/s41747-020-00200-2:correction, observed 2026-07-11T03:02:03.021749+00:00. This notice travels one citation hop only.
Observation 5adf699e-28f3-4660-bdee-708da8e61409 · outbound
This paper cites Object detection.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Object detection
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.697499Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation d6f6e548-71a9-4d55-8a55-d0af28a70adb · outbound
This paper cites The OpenCV Library.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index The OpenCV Library
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 2026-08-22T06:32:14.747728+00:00.
Observation d958d4b9-1322-4603-b9d7-3356ab63deeb · outbound
This paper cites PyTorch: An imperative style, high-performance deep learning library.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index PyTorch: An imperative style, high-performance deep learning library
Reference 21
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 3555b478-46bd-4745-b022-22e4ee22d613 · outbound
This paper cites Accessed: 2025- 06-04.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Accessed: 2025- 06-04
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.672782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 035f6faa-872e-4bd7-b776-c69682a859c4 · outbound
This paper cites Automated prostate multi-regional segmentation in magnetic resonance using fully convolutional neural networks.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Automated prostate multi-regional segmentation in magnetic resonance using fully convolutional neural networks
Reference 23
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.712975Z
Source-reported events for the cited work
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Observation f63602a4-dd90-4919-bf54-f6e5edd32b48 · outbound
This paper cites Global epidemiological characteristics of uterine fibroids.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Global epidemiological characteristics of uterine fibroids
Reference 24
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 5a0985ec-6036-4049-bcdd-f46a419eaf59 · outbound
This paper cites Asymptomatic uterine fibroids.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Asymptomatic uterine fibroids
Reference 25
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.703714Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation e8383593-7b90-4066-961f-7edb6f52bfe4 · outbound
This paper cites Diagnosis and management of uterine fibroids: current trends and future strategies.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Diagnosis and management of uterine fibroids: current trends and future strategies
Reference 26
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.693399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation de4fce89-a6ff-44cd-b54c-e992d70de76b · outbound
This paper cites An Instance Segmentation Model Based on Deep Learning for Intelligent Diagnosis of Uterine Myomas in MRI.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index An Instance Segmentation Model Based on Deep Learning for Intelligent Diagnosis of Uterine Myomas in MRI
Reference 27
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.683571Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0f01ce09-1842-4760-b013-0c167a658875 · outbound
This paper cites Conceptual review of outcome metrics and measures used in clinical evaluation of artificial intelligence in radiology.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Conceptual review of outcome metrics and measures used in clinical evaluation of artificial intelligence in radiology
Reference 28
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 76a56d4c-4fc9-4c48-856d-f20efe7d38c3 · outbound
This paper cites Blood vessel segmentation algorithms - Review of methods, datasets and evaluation metrics.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Blood vessel segmentation algorithms - Review of methods, datasets and evaluation metrics
Reference 29
- Resolution
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Source-reported events for the cited work
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Observation e3fb1bff-eb5a-4359-9e99-9eaa136ecfba · outbound
This paper cites Retinal OCT image segmen- tation with deep learning: A review of advances, datasets, and evaluation metrics.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Retinal OCT image segmen- tation with deep learning: A review of advances, datasets, and evaluation metrics
Reference 30
- Resolution
- verified exact
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 2e7d644d-960f-4c31-909a-4e98a77b702f · outbound
This paper cites A Review of the Met- rics Used to Assess Auto-Contouring Systems in Radiotherapy.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index A Review of the Met- rics Used to Assess Auto-Contouring Systems in Radiotherapy
Reference 31
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.666333Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f26fbb2e-c38d-4357-bddc-96d25ab2684f · outbound
This paper cites A Review of Advancements and Chal- lenges in Liver Segmentation.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index A Review of Advancements and Chal- lenges in Liver Segmentation
Reference 32
- Resolution
- verified exact
- doi, observed 2026-08-05T20:57:28.656031Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation f37ae52f-6731-4f2f-bd95-0221f0ac9761 · outbound
This paper cites an unresolved cited work.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Unresolved cited work
Reference 33
- Resolution
- malformed identifier
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 0bfd84b3-e736-48e9-a75c-d4be2b1c622d · outbound
This paper cites Evaluation of Segmentation algorithms for Medical Imaging.
Quest for a clinically relevant medical image segmentation metric: the definition and implementation of Medical Similarity Index Evaluation of Segmentation algorithms for Medical Imaging
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.639069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Observation 34265520-2a74-4e3b-b0e7-b6ec8a611f24 · outbound
This paper cites 7186–7189.
Reference 2005
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-05T20:57:29.629504Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.
Pith citing papers
No inbound Pith citation observations are available.