Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:16:23.270632Z
Paper Citation Record · LEDGER
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
As of 8 August 2026, this Paper Citation Record lists 35 of 35 outbound references and 1 inbound Pith citation observation for arXiv:2506.11356.
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, observed 2026-08-02T00:36:44.881548Z
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
35 of 35 outbound references displayed
- verified exact0
- verified fuzzy33
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ceac6ea0-4a95-4dcd-b244-62c08031612b · outbound
This paper cites A., Tan, M.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset A., Tan, M
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:28.320112Z
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 40b38252-544e-4dcb-adb3-58fc773e7ac2 · outbound
This paper cites A., Jalal, N.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset A., Jalal, N
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:28.306238Z
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 c49e1162-c891-489e-8e43-3bab8734194c · outbound
This paper cites Encoder- decoder with atrous separable convolution for semantic image segmentation.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Encoder- decoder with atrous separable convolution for semantic image segmentation
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:28.292187Z
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 2e3d73a0-5d57-4dab-86be-68e6d5b5b45f · outbound
This paper cites Surgical endoscopy 37, 7 (2023), 5164–5175.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Surgical endoscopy 37, 7 (2023), 5164–5175
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:28.277015Z
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 951b0c45-fdae-4cc5-90b0-8ea034c2c06b · outbound
This paper cites Cpfnet: Context pyramid fusion network for medical image segmentation.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Cpfnet: Context pyramid fusion network for medical image segmentation
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:28.262049Z
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 05ad712b-3bd2-44e5-8098-ea30f55d5900 · outbound
This paper cites T., Weitz, J., and Speidel, S.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset T., Weitz, J., and Speidel, S
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:28.186278Z
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 3db626f2-9040-4847-8fe5-2c7364ba0c59 · outbound
This paper cites Lensid: a cnn-rnn-based framework to- wards lens irregularity detection in cataract surgery videos.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Lensid: a cnn-rnn-based framework to- wards lens irregularity detection in cataract surgery videos
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:27.997042Z
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 583a11b7-ea53-40f7-afcf-ec4cf88b5f2a · outbound
This paper cites Recal-net: Joint region-channel-wise cali- brated network for semantic segmentation in cataract surgery videos.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Recal-net: Joint region-channel-wise cali- brated network for semantic segmentation in cataract surgery videos
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:27.707784Z
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 16d52639-2b77-4178-85c5-1856f9e030f4 · outbound
This paper cites Deep- pyramid: Enabling pyramid view and deformable pyramid reception for semantic segmentation in cataract surgery videos.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Deep- pyramid: Enabling pyramid view and deformable pyramid reception for semantic segmentation in cataract surgery videos
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:27.436901Z
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 d4a16ca8-bea9-4c7a-ad68-e7b63e6eeb9e · outbound
This paper cites Ce-net: Context encoder network for 2d medical image segmentation.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Ce-net: Context encoder network for 2d medical image segmentation
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:27.200567Z
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 67a011cc-2602-4473-ad6d-6d431a8f0b9e · outbound
This paper cites J., Shen, Y., W allis, P., Allen-Zhu, Z., Li, Y., W ang, S., W ang, L., Chen, W., et al.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset J., Shen, Y., W allis, P., Allen-Zhu, Z., Li, Y., W ang, S., W ang, L., Chen, W., et al
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:26.952832Z
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 c52168f2-d748-40e7-a879-647d2084edd9 · outbound
This paper cites C., Lo, W.-Y., et al.Segment anything.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset C., Lo, W.-Y., et al.Segment anything
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:26.717510Z
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 8e33b8dc-56ef-459a-9ba7-d260f381aeae · outbound
This paper cites an unresolved cited work.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Unresolved cited work
Reference 13
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:16:26.485976Z
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 d15f970a-a764-49dc-87f9-00248f9ba00f · outbound
This paper cites Laparoscopic surgery reduces the inci- dence of surgical site infections compared to the open approach for colorectal procedures: a meta-analysis.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Laparoscopic surgery reduces the inci- dence of surgical site infections compared to the open approach for colorectal procedures: a meta-analysis
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:26.326176Z
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 7c63b478-38a6-41a8-8834-45ac48b07acf · outbound
This paper cites Glenda: gynecologic laparoscopy endometriosis dataset.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Glenda: gynecologic laparoscopy endometriosis dataset
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:26.111798Z
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 483cc953-2d35-4be9-a721-cd154940ef3f · outbound
This paper cites J., Kletz, S., Münzer, B., Schoeff- mann, K., and Keckstein, J.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset J., Kletz, S., Münzer, B., Schoeff- mann, K., and Keckstein, J
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.985316Z
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 7d822670-5964-4b42-8ec7-b6aa499f0eb8 · outbound
This paper cites Smoke detection in endoscopic surgery videos: a first step towards retrieval of semantic events.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Smoke detection in endoscopic surgery videos: a first step towards retrieval of semantic events
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.815376Z
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 ea2bcfd8-7167-46ee-9f37-8df400f21246 · outbound
This paper cites Multimedia Tools and Applications 46 (2010), 521–544.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Multimedia Tools and Applications 46 (2010), 521–544
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.740595Z
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 3da3f705-9138-4c00-81ae-c6fabd17a1ee · outbound
This paper cites Surgai: deep learning for computerized laparoscopic image understanding in gynaecology.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Surgai: deep learning for computerized laparoscopic image understanding in gynaecology
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.590132Z
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 fcfe9ee6-45be-4398-af1e-befb9cb4fb7c · outbound
This paper cites Relevance segmentation of laparoscopic videos.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Relevance segmentation of laparoscopic videos
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.476846Z
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 69e44d20-6567-4d1b-a90b-00c0ec0a7888 · outbound
This paper cites Content-based processing and analysis of endoscopic images and videos: A survey.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Content-based processing and analysis of endoscopic images and videos: A survey
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.360922Z
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 76712a28-a692-4b06-9803-e45ccc970245 · outbound
This paper cites Event recognition in laparoscopic gynecology videos with hybrid transformers.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Event recognition in laparoscopic gynecology videos with hybrid transformers
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.226290Z
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 a27e5d57-964d-4e85-8782-eaf34e3aac79 · outbound
This paper cites Action recognition in video recordings from gynecologic laparoscopy.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Action recognition in video recordings from gynecologic laparoscopy
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.125081Z
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 379d7bf9-2959-468d-8ab4-173a4588d7cb · outbound
This paper cites U-net: Convolutional networks for biomedical image segmentation.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset U-net: Convolutional networks for biomedical image segmentation
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:25.013302Z
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 d08ff227-d90c-4156-bc83-cad1831cbf07 · outbound
This paper cites Keyframe extraction in endoscopic video.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Keyframe extraction in endoscopic video
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.867407Z
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 d765f37a-0283-4e36-98b3-3d0551096c63 · outbound
This paper cites Video retrieval in laparoscopic video recordings with dynamic content descriptors.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Video retrieval in laparoscopic video recordings with dynamic content descriptors
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.736322Z
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 82cf551a-23d9-4da9-acc7-3e48f4aaee24 · outbound
This paper cites A., Ochoa-Ruiz, G., and Ali, S.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset A., Ochoa-Ruiz, G., and Ali, S
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.570566Z
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 6f75650a-f4d3-4a19-8aca-8ecabb23e6ec · outbound
This paper cites Surgical endoscopy 35 (2021), 1651–1658.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Surgical endoscopy 35 (2021), 1651–1658
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.436487Z
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 7b4a6e70-45f8-4066-a850-1eb5a176f2e6 · outbound
This paper cites Learning spatiotemporal features with 3d convolutional networks.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Learning spatiotemporal features with 3d convolutional networks
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.316631Z
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 0e54c6ea-7305-4064-96e5-3c47bf0d08c1 · outbound
This paper cites Minimally invasive surgery: national trends in adoption and future directions for hospital strategy.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Minimally invasive surgery: national trends in adoption and future directions for hospital strategy
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.206755Z
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 37c2ac28-a41f-41d7-a2a6-a2cbbd131c79 · outbound
This paper cites Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Autolaparo: A new dataset of integrated multi-tasks for image-guided surgical automation in laparoscopic hysterectomy
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:24.051263Z
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 dad2598b-d9c7-485b-9b36-cb525b4a5c13 · outbound
This paper cites Unified perceptual parsing for scene understanding.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Unified perceptual parsing for scene understanding
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:23.875823Z
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 82dbc8d5-72ea-428d-8958-d70f3d64ecf3 · outbound
This paper cites M., François, T., Comptour, A., Canis, M., Bourdel, N., and Bartoli, A.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset M., François, T., Comptour, A., Canis, M., Bourdel, N., and Bartoli, A
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:23.712264Z
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 41f6963c-8ed7-402c-90b6-ce5fb2b2a870 · outbound
This paper cites Laparoscopic image-based critical action recognition and anticipation with explainable features.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Laparoscopic image-based critical action recognition and anticipation with explainable features
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T04:16:23.535291Z
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 a098a169-528e-419c-86d4-72e7cf2e9f66 · outbound
This paper cites an unresolved cited work.
GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset Unresolved cited work
Reference 35
- Resolution
- unresolved
- raw_fallback, observed 2026-08-07T04:16:23.390218Z
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.
Pith citing papers
Observation c6032b4d-329a-4d6b-89f6-92e08d084fa3 · inbound
Stitch-Inferencer: Enhance Endoscopic Video Segmentation and Tracking via Panoramic Reconstruction cites this paper.
Stitch-Inferencer: Enhance Endoscopic Video Segmentation and Tracking via Panoramic Reconstruction GynSurg: A Comprehensive Gynecology Laparoscopic Surgery Dataset
Reference 20
- Resolution
- unresolved
- no resolver link, observed 2026-08-02T00:36:44.881548Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.