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.

pith.paper-citation-record.v1
2506.11356 v1

Coverage vector

measured 35 of 35 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:16:23.270632Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T00:36:44.881548Z

measured 0 of 1 external citation measurements

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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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 2026-08-08T06:32:00.761636+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.