Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-02T11:01:20.868235Z
Paper Citation Record · LEDGER
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers
As of 7 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2607.19372.
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 2026-08-07T06:34:17.273281+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
33 of 33 outbound references displayed
- verified exact7
- verified fuzzy0
- unresolved24
- parse uncertain0
- malformed identifier2
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 647b8b56-c721-4826-b4f7-d56f13619dcf · outbound
This paper cites Development and validation of a deep-learning algorithm for the detection of polyps during colonoscopy.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Development and validation of a deep-learning algorithm for the detection of polyps during colonoscopy
Reference 1
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:33.148468Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 03b88413-7347-4109-85ae-898e3e202dd6 · outbound
This paper cites Diagnostic accuracy of artificial intelligence in endoscopy: Umbrella review.JMIR Medical Informatics, 12:e56361, 2024.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Diagnostic accuracy of artificial intelligence in endoscopy: Umbrella review.JMIR Medical Informatics, 12:e56361, 2024
Reference 2
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-02T11:01:17.005884Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fc7ef446-5eea-4c19-8ed7-5e4bf6f89cff · outbound
This paper cites A prospective multicenter randomized controlled trial on artificial intelligence assisted colonoscopy for enhanced polyp detection.Scientific Reports, 14(1):25453, 2024.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers A prospective multicenter randomized controlled trial on artificial intelligence assisted colonoscopy for enhanced polyp detection.Scientific Reports, 14(1):25453, 2024
Reference 3
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:32.970521Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4a2950c7-651b-47a2-a8a7-428a3a810b6c · outbound
This paper cites Grad-cam: Visual explanations from deep networks via gradient- based localization.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Grad-cam: Visual explanations from deep networks via gradient- based localization
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.121767Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e72739d2-34b5-4891-8582-9ea006b8153a · outbound
This paper cites Grad-cam++: Generalized gradient-based visual explanations for deep convolutional net- works.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Grad-cam++: Generalized gradient-based visual explanations for deep convolutional net- works
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.200483Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8f373274-ecf9-4539-8c65-6474488d1a47 · outbound
This paper cites Axiom- based Grad-CAM: Towards accurate visualization and explanation of CNNs.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Axiom- based Grad-CAM: Towards accurate visualization and explanation of CNNs
Reference 6
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.277955Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0815adc6-f421-4acc-bd40-d5c0b55c8353 · outbound
This paper cites Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks, 2021.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Use HiResCAM instead of Grad-CAM for faithful explanations of convolutional neural networks, 2021
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.312763Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fb0cb5b-0b63-4b0f-a016-a43df954e9f6 · outbound
This paper cites Sanity checks for saliency maps.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Sanity checks for saliency maps
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.399463Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation abfd5e8a-71b6-44dc-9e60-53e9524fff84 · outbound
This paper cites Evaluating the visualization of what a deep neural network has learned.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Evaluating the visualization of what a deep neural network has learned
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.487944Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5fd55965-a56e-4805-a88b-f170190baeee · outbound
This paper cites A benchmark for interpretability methods in deep neural networks.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers A benchmark for interpretability methods in deep neural networks
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.662415Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e1f7eae-7e42-4a56-8561-e3b572e085c5 · outbound
This paper cites A consistent and efficient evaluation strategy for attribution methods.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers A consistent and efficient evaluation strategy for attribution methods
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.814667Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f0ea3443-460b-4bb1-b3a4-f3e86b52c0d0 · outbound
This paper cites Uncertainty and inter- pretability in convolutional neural networks for semantic segmentation of colorectal polyps.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Uncertainty and inter- pretability in convolutional neural networks for semantic segmentation of colorectal polyps
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:17.953400Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ad1df702-23ec-4c6e-8f10-c35db6c4da39 · outbound
This paper cites Assessing the trust- worthiness of saliency maps for localizing abnormalities in medical imaging.Radiology: Artificial Intelligence, 3(6):e200267, 2021.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Assessing the trust- worthiness of saliency maps for localizing abnormalities in medical imaging.Radiology: Artificial Intelligence, 3(6):e200267, 2021
Reference 13
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:32.667507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a04ffb52-be87-4f05-8d31-507960f4081e · outbound
This paper cites Hyperkvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy.Scientific Data, 7(1):283, 2020.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Hyperkvasir, a comprehensive multi-class image and video dataset for gastrointestinal endoscopy.Scientific Data, 7(1):283, 2020
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:18.133309Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 963c5c2d-3250-40d4-8793-eb863527d5db · outbound
This paper cites Toward embedded detection of polyps in wce images for early diagnosis of colorectal cancer.In- ternational Journal of Computer Assisted Radiology and Surgery, 9(2):283–293, 2014.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Toward embedded detection of polyps in wce images for early diagnosis of colorectal cancer.In- ternational Journal of Computer Assisted Radiology and Surgery, 9(2):283–293, 2014
Reference 15
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:32.446353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 9d616f68-c8b4-40ba-9297-5e7808b0ec57 · outbound
This paper cites Salem, Dominique Lamarque, Christian Daul, Michael A.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Salem, Dominique Lamarque, Christian Daul, Michael A
Reference 16
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:32.277205Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 980377f7-f99d-4f30-852d-299856ed4ce4 · outbound
This paper cites PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers PolypDB: A Curated Multi-Center Dataset for Development of AI Algorithms in Colonoscopy
Reference 17
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:18.419339Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e28a5a6b-fc29-4477-a6ed-fcb88764fe5a · outbound
This paper cites Eigen-cam: Class activation map using principal components.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Eigen-cam: Class activation map using principal components
Reference 18
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:18.532297Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ec3ba07c-d336-4ba7-81a8-b992976be5d6 · outbound
This paper cites an unresolved cited work.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Unresolved cited work
Reference 19
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:18.643084Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation a111d46e-e558-4fe8-9346-8b923ce4c5ae · outbound
This paper cites RISE:Randomizedinputsamplingforexplanation of black-box models.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers RISE:Randomizedinputsamplingforexplanation of black-box models
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:18.746766Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 012192fd-c71c-44fd-8768-e509a4fe8c1f · outbound
This paper cites Storås, Maximilian Dreyer, Frederik Pahde, Sebastian Lapuschkin, Wojciech Samek, Pål Halvorsen, Thomas de Lange, Yuichi Mori, Alexander Hann, Tyler M.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Storås, Maximilian Dreyer, Frederik Pahde, Sebastian Lapuschkin, Wojciech Samek, Pål Halvorsen, Thomas de Lange, Yuichi Mori, Alexander Hann, Tyler M
Reference 21
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:31.970000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dc048e67-2bed-4984-9334-37d4569d4baa · outbound
This paper cites Lago, Ghada Zamzmi, Brandon Eich, and Jana G.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Lago, Ghada Zamzmi, Brandon Eich, and Jana G
Reference 22
- Resolution
- verified exact
- doi, observed 2026-08-02T11:03:31.658273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd19972a-2c98-4387-8951-e24443326c1e · outbound
This paper cites artificial intelligence in endoscopy.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers artificial intelligence in endoscopy
Reference 23
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:19.158590Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9f01de89-3c74-4fd7-a617-1c83d8bbcf23 · outbound
This paper cites LDPolypVideo benchmark: A large-scale colonoscopy video dataset of diverse polyps.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers LDPolypVideo benchmark: A large-scale colonoscopy video dataset of diverse polyps
Reference 24
- Resolution
- malformed identifier
- no resolver link, observed 2026-08-02T11:01:19.287103Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 301d8387-0d17-42cb-b1df-8e8517b22e4c · outbound
This paper cites Efficientnet: Rethinking model scaling for convolutional neural networks.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Efficientnet: Rethinking model scaling for convolutional neural networks
Reference 25
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:19.423751Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation cb440c63-806f-4978-b18a-72128defee56 · outbound
This paper cites Deep residual learning for image recognition.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Deep residual learning for image recognition
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:19.550373Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0888fccc-4ec9-4ed8-a46a-8ed5743a6f1f · outbound
This paper cites A convnet for the 2020s.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers A convnet for the 2020s
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:19.762601Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9e5e859a-8952-44c8-967b-d15ad690a8dd · outbound
This paper cites Pytorch: An imperative style, high-performance deep learning library.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Pytorch: An imperative style, high-performance deep learning library
Reference 28
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:19.955408Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2b2bd06-1609-4dbc-b650-e55fe346ca59 · outbound
This paper cites Torchvision the machine-vision package of torch.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Torchvision the machine-vision package of torch
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:20.179168Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9b6a2cd9-d22b-4850-87a4-d20310f513b5 · outbound
This paper cites Albumentations: Fast and flexible image augmentations.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Albumentations: Fast and flexible image augmentations
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T11:01:20.505011Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 153343b7-be58-4c6a-8193-eb238141cd5c · outbound
This paper cites Mixed precision training.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Mixed precision training
Reference 31
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- no resolver link, observed 2026-08-02T11:01:20.674794Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d4a3858c-feca-4bb3-a6e5-db1dda089edd · outbound
This paper cites Weinberger.
Reference 32
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Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6da744dd-10e0-4d6c-98fa-42c41e6bb963 · outbound
This paper cites an unresolved cited work.
endoExplain: A reproducible protocol for auditing score-localisation discordance in colonoscopy image classifiers Unresolved cited work
Reference 2010
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- unresolved
- no resolver link, observed 2026-08-02T11:01:20.302110Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.