Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-11T11:50:26.030339Z
Paper Citation Record · LEDGER
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025
As of 11 August 2026, this Paper Citation Record lists 81 of 81 outbound references and 0 inbound Pith citation observations for arXiv:2605.22200.
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
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
81 of 81 outbound references displayed
- verified exact34
- verified fuzzy24
- unresolved16
- parse uncertain0
- malformed identifier1
- metadata mismatch6
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 0af0a9db-f4cc-41cb-8101-faf5f7947192 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 1
- 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 246b81d0-d33e-4742-8ade-be354f4da62a · outbound
This paper cites The American Journal of Surgery 202, 469– 480.e6.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 The American Journal of Surgery 202, 469– 480.e6
Reference 2
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.408612Z
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 1fa18d65-95a4-4911-a017-e4c686cc7c06 · outbound
This paper cites Keep your eye on the best: Contrastive regression transformer for skill assessmentinroboticsurgery.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Keep your eye on the best: Contrastive regression transformer for skill assessmentinroboticsurgery
Reference 3
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.356677Z
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 910f4eed-b50b-4f31-bb17-d55ecd97f0ed · outbound
This paper cites Deep neural network architecture for automated soft surgical skills evaluation using ob- jective structured assessment of technical skills criteria.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Deep neural network architecture for automated soft surgical skills evaluation using ob- jective structured assessment of technical skills criteria
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.287272Z
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 93e52e18-b7d5-4d9c-b113-c8401511100b · outbound
This paper cites 1007/s11548-022-02827-5.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 1007/s11548-022-02827-5
Reference 5
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.452477Z
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 2f114ec5-08e8-4318-ad2d-418cd06b951b · outbound
This paper cites Is space-time attention all you need for video understanding?, in: Meila, M., Zhang, T.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Is space-time attention all you need for video understanding?, in: Meila, M., Zhang, T
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.276778Z
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 93e385e1-9014-47d5-b6d8-85f687fff4fb · outbound
This paper cites Surgical skill and complication rates after bariatric surgery.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Surgical skill and complication rates after bariatric surgery
Reference 7
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.417620Z
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 39f6ca1b-1637-415c-81ca-d49f28d36e0a · outbound
This paper cites URL:https://www.sciencedirect.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 URL:https://www.sciencedirect
Reference 8
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T08:01:15.831584Z
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 dfcc45b8-3570-47b0-b49f-f2da8e33d31a · outbound
This paper cites Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset
Reference 9
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T08:01:15.431773Z
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 4ba532de-ef3b-4d0c-8669-4dd33d0d2d16 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.324028Z
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 1604647a-c8d9-441d-a892-7c485e9990a3 · outbound
This paper cites Chen and C.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Chen and C
Reference 11
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T08:01:15.405721Z
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 5dc7a6e3-2c05-4ca4-a125-392b31c7675e · outbound
This paper cites Cspnext:Anewefficienttokenhybridbackbone.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Cspnext:Anewefficienttokenhybridbackbone
Reference 12
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.424334Z
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 0f7df13f-504b-42e3-94c4-c2074a7dc2b9 · outbound
This paper cites A ConvNet for the 2020s.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 A ConvNet for the 2020s
Reference 13
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T08:01:15.440348Z
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 5549fe48-150a-4b74-8728-e470ed67a581 · outbound
This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp
Reference 14
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T08:01:15.449350Z
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 9dbc9036-e56e-4227-bc46-e7c051d4dc85 · outbound
This paper cites In: Moschitti, A., Pang, B., Daelemans, W.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 In: Moschitti, A., Pang, B., Daelemans, W
Reference 15
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.382925Z
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 814c1c2f-b7e4-4ecc-89c6-04e332e81e50 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 16
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.279583Z
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 eb58e5ea-d042-4067-9a53-700579ed1af4 · outbound
This paper cites Low-fidelity bench models for basic surgical skills trainingduringundergraduatemedicaleducation.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Low-fidelity bench models for basic surgical skills trainingduringundergraduatemedicaleducation
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.256658Z
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 b443ccd3-d265-4d21-899f-645a24a1696a · outbound
This paper cites An Introduction to the Bootstrap.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 An Introduction to the Bootstrap
Reference 18
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.369931Z
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 4bd4e9c7-4ef7-4636-bb60-50ce70d54e81 · outbound
This paper cites The impact of simulation-based training in medical education: A review.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 The impact of simulation-based training in medical education: A review
Reference 19
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.343585Z
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 8bd02f9d-f764-43d3-ae8a-15dd16bbc45c · outbound
This paper cites Two-framemotionestimationbasedonpolyno- mial expansion, in: Bigun, J., Gustavsson, T.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Two-framemotionestimationbasedonpolyno- mial expansion, in: Bigun, J., Gustavsson, T
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.253766Z
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 ee637332-81f3-4809-b39f-e081bb9ca2b5 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 21
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.292903Z
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 8c639b10-bf4d-480b-b6f3-c320343e166d · outbound
This paper cites Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics , 1248–1253doi:10.1109/SMC52423.2021.9658766.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics , 1248–1253doi:10.1109/SMC52423.2021.9658766
Reference 22
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-22T08:01:15.421771Z
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 a2eb3be8-48f8-41eb-af6c-329a36029840 · outbound
This paper cites X3D: Expanding Architectures for Efficient Video Recognition.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 X3D: Expanding Architectures for Efficient Video Recognition
Reference 23
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.399714Z
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 5ec32245-29a0-456d-a02e-f888993f71af · outbound
This paper cites A benchmark for video-based laparoscopic skill analysis and assessment.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 A benchmark for video-based laparoscopic skill analysis and assessment
Reference 24
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.817402Z
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 c20d9ff4-9eed-412e-9855-e2dcf9b59477 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 25
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.298694Z
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 582e45ad-f3cd-438b-bf99-42a9c0d369cf · outbound
This paper cites Video-based surgical skill assessment using 3d convolutional neural networks.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Video-based surgical skill assessment using 3d convolutional neural networks
Reference 26
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.375701Z
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 ca96f103-3982-41b9-87bd-314ef0f6b417 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 27
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.243490Z
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 aa17e0cc-1214-450c-9d85-a8339ba8346d · outbound
This paper cites URL:https://www.auajournals.org/doi/ 10.1016/j.juro.2011.09.032, doi:10.1016/J.JURO.2011.09.032.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 URL:https://www.auajournals.org/doi/ 10.1016/j.juro.2011.09.032, doi:10.1016/J.JURO.2011.09.032
Reference 28
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.411168Z
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 fbb19795-7c82-4eb7-a3d5-52e7402c690d · outbound
This paper cites Video- based fully automatic assessment of open surgery suturing skills.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Video- based fully automatic assessment of open surgery suturing skills
Reference 29
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.372984Z
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 37d1b892-bb47-4f26-bb31-da0751881d8f · outbound
This paper cites Automated skills assessment in open surgery: A scoping review.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Automated skills assessment in open surgery: A scoping review
Reference 30
- 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 b357e205-7e9e-4ab5-8aa4-908fd4192c6c · outbound
This paper cites Maskr-cnn.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Maskr-cnn
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.262985Z
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 d96f4db1-8c84-41b9-8393-42358996b7cb · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 32
- Resolution
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- raw_fallback, observed 2026-05-22T08:04:44.278210Z
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 68a0d8e4-0653-455e-8496-24de4062fab2 · outbound
This paper cites Deep residual learning for image recognition.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Deep residual learning for image recognition
Reference 33
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.386462Z
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 b83aa75a-0a31-46d9-b575-ea9a6419d55f · outbound
This paper cites Aixsuture: vision-based assessment of open suturing skills.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Aixsuture: vision-based assessment of open suturing skills
Reference 34
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.360018Z
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 6a6df870-1b69-4ccf-b93e-0cac4c7e41bc · outbound
This paper cites RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 RTMPose: Real-Time Multi-Person Pose Estimation based on MMPose
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.822182Z
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 5f83c432-f8ff-415f-b0cb-f8233e70430e · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 36
- 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 830af002-eeda-46ca-b1f9-26d6e72d0277 · outbound
This paper cites A vision transformer for decoding surgeon activity from surgical videos.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 A vision transformer for decoding surgeon activity from surgical videos
Reference 37
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.364111Z
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 4a95cd11-36ec-489e-9f31-5cac8086bcfb · outbound
This paper cites Machine learn- ing for technical skill assessment in surgery: a systematic re- view.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Machine learn- ing for technical skill assessment in surgery: a systematic re- view
Reference 38
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.379238Z
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 3d4d84ab-5db7-42ac-af4d-f2445bf769b1 · outbound
This paper cites Automation of surgical skill assessment using a three-stage machine learning algorithm.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Automation of surgical skill assessment using a three-stage machine learning algorithm
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.294534Z
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 552dc719-e71a-4f81-a9e7-126386a8b3ed · outbound
This paper cites Automatic assessment of per- formanceintheflstrainerusingcomputervision.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Automatic assessment of per- formanceintheflstrainerusingcomputervision
Reference 40
- 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 80e95fd5-2350-459f-afd2-ab5f0ae2c46c · outbound
This paper cites Automated methods of technical skill as- sessment in surgery: A systematic review.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Automated methods of technical skill as- sessment in surgery: A systematic review
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.339206Z
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 627399be-5e6a-4114-bc68-4188891c6adc · outbound
This paper cites Hrnext: High-resolution context network for crowd pose estimation.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Hrnext: High-resolution context network for crowd pose estimation
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.394708Z
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 e2fe7a2e-1408-4b8d-a344-e414a34495b2 · outbound
This paper cites Mvitv2: Improved multiscale vision transformers for classification and detection.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Mvitv2: Improved multiscale vision transformers for classification and detection
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.291902Z
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 81c6e068-55ef-4503-b701-1c13cee8c2eb · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 44
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.238132Z
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 d58229d0-50cf-4b6c-aa22-a2317d07a444 · outbound
This paper cites 11976–11986.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 11976–11986
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.240604Z
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 d60e927e-6001-4fb9-a7d7-824470679fcc · outbound
This paper cites Hota:Ahigherordermetricforevaluatingmulti- object tracking.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Hota:Ahigherordermetricforevaluatingmulti- object tracking
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.226920Z
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 b7c4b99b-8c99-40c5-adac-65c6f1138e58 · outbound
This paper cites RTMDet: An Empirical Study of Designing Real-Time Object Detectors.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 RTMDet: An Empirical Study of Designing Real-Time Object Detectors
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.804873Z
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 bdc656e9-c4bb-4595-9285-5d65e2382c3d · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 48
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.256419Z
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 cd0a92a4-d39a-452d-939d-de94f9a40d1e · outbound
This paper cites Nature Communications 9.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Nature Communications 9
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.238535Z
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 1135bc74-ef08-4b8b-827d-24657dd086ef · outbound
This paper cites Metrics reloaded: Recommendations for image analysis validation.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Metrics reloaded: Recommendations for image analysis validation
Reference 50
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.809125Z
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 1524364a-de94-4abb-8652-462e9167e4de · outbound
This paper cites Bias:Transparentreportingofbiomedicalimageanalysis challenges.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Bias:Transparentreportingofbiomedicalimageanalysis challenges
Reference 51
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.347828Z
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 31ad725c-db2c-482f-a85f-cfbbfba0ead1 · outbound
This paper cites Objective structured assessment of technicalskill(osats)forsurgicalresidents.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Objective structured assessment of technicalskill(osats)forsurgicalresidents
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.230032Z
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 fcfd0408-e326-4b6f-916c-846500eabe8c · outbound
This paper cites Forming inferences about some intraclass correlation coefficients.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Forming inferences about some intraclass correlation coefficients
Reference 53
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.435031Z
Source-reported events for the cited work
correction dated 2005-09-22. Source: crossref record 10.1037/1082-989x.1.4.390->10.1037/1082-989x.1.1.30:correction, observed 2026-07-11T03:05:35.888332+00:00. This notice travels one citation hop only.
Observation 570dd12f-dbdf-418e-8eff-29bef5825472 · outbound
This paper cites Ranking surgical skills using an attention-enhanced siamese network with piecewise aggre- gated kinematic data.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Ranking surgical skills using an attention-enhanced siamese network with piecewise aggre- gated kinematic data
Reference 54
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.414254Z
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 c31ba28e-4c9d-4a1c-8a15-0312ce2c7e66 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 55
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.312403Z
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 cb790ab2-be56-425d-a325-a6bfd3cb0553 · outbound
This paper cites RoHan: Robust Hand Detection in Operation Room.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 RoHan: Robust Hand Detection in Operation Room
Reference 56
- Resolution
- malformed identifier
- arxiv_id, observed 2026-05-22T08:01:15.800873Z
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 1ec33b4b-28cf-4dff-baa2-e7af8fb17cdc · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 57
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.332856Z
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 8ccb35c5-4316-417d-b63b-f445d810acfd · outbound
This paper cites Surgical Endoscopy URL:https://link.springer.com/10.1007/s00464-023-10335-z, doi:10.1007/S00464-023-10335-Z.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Surgical Endoscopy URL:https://link.springer.com/10.1007/s00464-023-10335-z, doi:10.1007/S00464-023-10335-Z
Reference 58
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.463550Z
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 5f2183e8-dad1-4ae5-af2a-fedbf3ab6e15 · outbound
This paper cites Spatial entropy as an inductive bias for vision transformers.MachineLearning113,6945–6975.URL:https://doi.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Spatial entropy as an inductive bias for vision transformers.MachineLearning113,6945–6975.URL:https://doi
Reference 59
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.389996Z
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 4304fa24-778a-45ac-9654-fa3209a0299e · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 60
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.426987Z
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 bef65657-de85-41df-a1e3-a76cfd3f5f04 · outbound
This paper cites Effect of head-mounted displays on students’ acquisition of surgical suturing techniques compared to an e-learning and tutor-led course: A ran- domized controlled trial.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Effect of head-mounted displays on students’ acquisition of surgical suturing techniques compared to an e-learning and tutor-led course: A ran- domized controlled trial
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.336293Z
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 baac61a2-a9a3-4651-8207-6fa53e42434c · outbound
This paper cites Icc4irr: A shinyapplicationtoestimateinterraterreliabilityusingintraclasscor- relation coefficients.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Icc4irr: A shinyapplicationtoestimateinterraterreliabilityusingintraclasscor- relation coefficients
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.329712Z
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 7764ac04-a5f6-47ad-9a8d-a7ec96e8d29c · outbound
This paper cites SAM 2: Segment anything in images and videos, in: The Thirteenth International Conference on Learning Representations.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 SAM 2: Segment anything in images and videos, in: The Thirteenth International Conference on Learning Representations
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.318272Z
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 129f264b-51a0-4541-9676-6802d36a953d · outbound
This paper cites You Only Look Once: Unified, Real-Time Object Detection.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 You Only Look Once: Unified, Real-Time Object Detection
Reference 64
- Resolution
- verified exact
- local_arxiv, observed 2026-05-22T08:01:15.813422Z
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 f1d8556a-598f-4154-94bc-2b30960fc1f7 · outbound
This paper cites Brown, K.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Brown, K
Reference 65
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.350938Z
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 5674b6d4-dba7-4839-b53b-5fe369db17e1 · outbound
This paper cites Benchmarking and error diagnosis in multi-instance pose estimation.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Benchmarking and error diagnosis in multi-instance pose estimation
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.309288Z
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 5b90c5fd-45ef-488a-abce-b2848638511c · outbound
This paper cites ImageNet Large Scale Visual Recognition Challenge.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 ImageNet Large Scale Visual Recognition Challenge
Reference 67
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.459887Z
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 5ae7a35d-d06b-4ab5-8b1a-e9476b879f3e · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 68
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.300562Z
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 86b8e823-8edb-4691-a7e5-4e064bbf2a56 · outbound
This paper cites Virtual reality training improves operating room performance: results of a random- ized,double-blindedstudy.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Virtual reality training improves operating room performance: results of a random- ized,double-blindedstudy
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.303540Z
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 873450fb-59ab-4c2a-bd32-04064571d37a · outbound
This paper cites Intraclass correlations: uses in assessingraterreliability.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Intraclass correlations: uses in assessingraterreliability
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.320854Z
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 04a1d697-14fa-4745-901e-056da7ab2ab0 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 71
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.312000Z
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 2e0240ac-64b3-455b-874f-e5e0d7e86efc · outbound
This paper cites 2016 IEEE Conference on Computer Vision and Pattern Recog- nition (CVPR) , 2818–2826URL:https://api.semanticscholar.org/ CorpusID:206593880.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 2016 IEEE Conference on Computer Vision and Pattern Recog- nition (CVPR) , 2818–2826URL:https://api.semanticscholar.org/ CorpusID:206593880
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.321336Z
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 ed291911-9f09-447e-ab19-78cd665762e9 · outbound
This paper cites Updated guide- lines on selecting an intraclass correlation coefficient for interrater reliability, with applications to incomplete observational designs.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Updated guide- lines on selecting an intraclass correlation coefficient for interrater reliability, with applications to incomplete observational designs
Reference 73
- Resolution
- verified exact
- doi, observed 2026-05-22T08:01:15.443749Z
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 14532b78-c7cc-44e8-b2b5-af5ef7ef6d59 · outbound
This paper cites Convnext: A contemporary architecture for convolutional neural networks for imageclassification.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Convnext: A contemporary architecture for convolutional neural networks for imageclassification
Reference 74
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.298233Z
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 12b3c804-14d3-4c1b-850c-152769047da3 · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 75
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.314925Z
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 201553b2-82b4-494a-93ea-82597836dba8 · outbound
This paper cites A closer look at spatiotemporal convolutions for action recognition, in: CVPR.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 A closer look at spatiotemporal convolutions for action recognition, in: CVPR
Reference 76
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.326857Z
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 79d0f959-8690-4761-b87d-de8660670ec6 · outbound
This paper cites Attention is all you need, in: Guyon, I., Luxburg, U.V., Bengio, S., Wal- lach, H., Fergus, R., Vishwanathan, S., Garnett, R.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Attention is all you need, in: Guyon, I., Luxburg, U.V., Bengio, S., Wal- lach, H., Fergus, R., Vishwanathan, S., Garnett, R
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.266817Z
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 3763e1e7-9a73-41cf-822b-4ae67421fe94 · outbound
This paper cites Temporal segment networks: Towards good practices for deepactionrecognition,in:Europeanconferenceoncomputervision, Springer.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Temporal segment networks: Towards good practices for deepactionrecognition,in:Europeanconferenceoncomputervision, Springer
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.270156Z
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 9fb07fa9-4f06-445e-8650-a421dd6e741b · outbound
This paper cites an unresolved cited work.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Unresolved cited work
Reference 79
- Resolution
- unresolved
- raw_fallback, observed 2026-05-22T08:04:44.282237Z
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 5daefbc1-298f-4152-8ff5-b2a195fcf51c · outbound
This paper cites Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Swin3D: A Pretrained Transformer Backbone for 3D Indoor Scene Understanding
Reference 80
- Resolution
- verified exact
- arxiv_id, observed 2026-05-22T08:01:15.835705Z
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 adae85f7-d178-4fde-bb4a-52c720bf0b22 · outbound
This paper cites Endoscopic surgical tool localization using tool presence labels: Surgtoolloc 2023 chal- lenge.https://surgtoolloc23.grand-challenge.org/surgtoolloc23/.
OSS: Open Suturing Skills Vision-Based Assessment Challenge 2024-2025 Endoscopic surgical tool localization using tool presence labels: Surgtoolloc 2023 chal- lenge.https://surgtoolloc23.grand-challenge.org/surgtoolloc23/
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-22T08:04:44.307472Z
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
No inbound Pith citation observations are available.