Paper Citation Record · LEDGER

SASVi -- Segment Any Surgical Video

As of 9 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 1 inbound Pith citation observation for arXiv:2502.09653.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.09653 v1

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T11:07:35.014261Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T11:16:13.854145Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-07T11:16:14.631208Z

Reference resolution

29 of 29 outbound references displayed

verified exact0
verified fuzzy17
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 138c0c7e-1d97-4ec4-8356-69411f0b84ed · outbound

This paper cites Detection of Intracranial Hemorrhage for Trauma Patients.

SASVi -- Segment Any Surgical Video Detection of Intracranial Hemorrhage for Trauma Patients

Reference 1

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T11:07:35.216681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 22a62342-6dca-4bc8-9cb6-4cc0cdfbecaf · outbound

This paper cites : Cataracts: Challenge on automatic tool annotation for cataract surgery.

SASVi -- Segment Any Surgical Video : Cataracts: Challenge on automatic tool annotation for cataract surgery

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.494126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 91a3ccec-d66c-43fb-bbe6-b76c1a4be926 · outbound

This paper cites IEEE transactions on medical imaging 36(1), 86–97 (2016).

SASVi -- Segment Any Surgical Video IEEE transactions on medical imaging 36(1), 86–97 (2016)

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.478751Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0e4553a0-ca85-4bf8-b6bc-522e1e6d90bf · outbound

This paper cites Nature Communications 15(1), 654 (2024).

SASVi -- Segment Any Surgical Video Nature Communications 15(1), 654 (2024)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.871910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 65e7f889-0cc4-4c9c-b6ef-9724ae411d4a · outbound

This paper cites SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation.

SASVi -- Segment Any Surgical Video SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.876358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b49c13e-5e6c-48b9-b768-1e9e5e610a9c · outbound

This paper cites SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More.

SASVi -- Segment Any Surgical Video SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.881032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 85703876-a62b-4690-b108-0ed27c4a7d8c · outbound

This paper cites IJCARS, 1–5 (2024).

SASVi -- Segment Any Surgical Video IJCARS, 1–5 (2024)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.449410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ad90867f-3c85-48e2-b6f4-bd1aac59f8b1 · outbound

This paper cites In: AAAI, vol.

SASVi -- Segment Any Surgical Video In: AAAI, vol

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.433105Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d800c27c-f1ec-4480-81ec-f48ed5d9885f · outbound

This paper cites Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything.

SASVi -- Segment Any Surgical Video Augmenting Efficient Real-time Surgical Instrument Segmentation in Video with Point Tracking and Segment Anything

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.895087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1304567c-7feb-42e1-8e5a-b0e2c7e4aea9 · outbound

This paper cites Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning.

SASVi -- Segment Any Surgical Video Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.900507Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2dc65961-8b2f-44ec-b91a-a1d59012a99b · outbound

This paper cites Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2.

SASVi -- Segment Any Surgical Video Zero-Shot Surgical Tool Segmentation in Monocular Video Using Segment Anything Model 2

Reference 11

Resolution: metadata mismatch; local_arxiv, observed 2026-08-08T11:07:35.133101Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b43da020-47b5-41a4-bf79-41d86f8adaf2 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

SASVi -- Segment Any Surgical Video SAM 2: Segment Anything in Images and Videos

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.919542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c17d8393-ac74-4d0c-8254-220506cbe816 · outbound

This paper cites In: MICCAI, pp.

SASVi -- Segment Any Surgical Video In: MICCAI, pp

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.414655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 07cac24b-ac04-4ad2-a952-7073415f878b · outbound

This paper cites In: ICCV (2017).

SASVi -- Segment Any Surgical Video In: ICCV (2017)

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.400832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b0b423b6-ef60-49c6-ac6b-6ee09b6422dc · outbound

This paper cites In: ECCV, pp.

SASVi -- Segment Any Surgical Video In: ECCV, pp

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.387903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4e10a20c-9ce9-4bc4-96cf-19ab6d6bc74b · outbound

This paper cites In: CVPR, pp.

SASVi -- Segment Any Surgical Video In: CVPR, pp

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.375727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8e5de118-3bca-4c6f-b62e-62db68541b03 · outbound

This paper cites In: MICCAI, pp.

SASVi -- Segment Any Surgical Video In: MICCAI, pp

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.363707Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4362c6d8-b8ba-474f-b47e-45e9d676333d · outbound

This paper cites MedIA 74, 102240 (2021).

SASVi -- Segment Any Surgical Video MedIA 74, 102240 (2021)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.349772Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fe736f51-e313-464a-bcaf-456b26bf9a34 · outbound

This paper cites In: W ACV, pp.

SASVi -- Segment Any Surgical Video In: W ACV, pp

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.335579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 718ab85d-2b2c-4433-977b-35ec70c6751d · outbound

This paper cites : Segment anything.

SASVi -- Segment Any Surgical Video : Segment anything

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.322058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation b500b9d4-8b62-41d1-a7fc-352caa44d0f4 · outbound

This paper cites In: MIDL (2024).

SASVi -- Segment Any Surgical Video In: MIDL (2024)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.308795Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e336b174-a0ab-4647-956e-21d07a2e422d · outbound

This paper cites CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80.

SASVi -- Segment Any Surgical Video CholecSeg8k: A Semantic Segmentation Dataset for Laparoscopic Cholecystectomy Based on Cholec80

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.973757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22a3a7de-ded9-4f0d-9e9a-8c3fc548d229 · outbound

This paper cites MedIA 71, 102053 (2021).

SASVi -- Segment Any Surgical Video MedIA 71, 102053 (2021)

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.292509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 2928e6dd-03be-4a93-b27d-4ef9c7906d49 · outbound

This paper cites Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection.

SASVi -- Segment Any Surgical Video Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.983931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fb567163-3f96-49fe-a2ad-c1c6dac188bd · outbound

This paper cites Decoupled Weight Decay Regularization.

SASVi -- Segment Any Surgical Video Decoupled Weight Decay Regularization

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T11:07:34.989261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3bd068-52d2-4eb0-b82d-8dfeea53ebb5 · outbound

This paper cites In: ICCV, pp.

SASVi -- Segment Any Surgical Video In: ICCV, pp

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.277954Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a48b8551-16d6-486a-aec1-39725649e607 · outbound

This paper cites IJCARS 18(7), 1217–1224 (2023).

SASVi -- Segment Any Surgical Video IJCARS 18(7), 1217–1224 (2023)

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.260123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0d3a582-cb6f-4453-97b7-855c3e43abda · outbound

This paper cites an unresolved cited work.

SASVi -- Segment Any Surgical Video Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T11:07:35.245186Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f68e7891-d98c-40d4-a8b5-14ebfbff7440 · outbound

This paper cites Further, we will explore including existing ground truth data during SASVi inference.

SASVi -- Segment Any Surgical Video Further, we will explore including existing ground truth data during SASVi inference

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T11:07:35.231522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 8e275612-87df-43ad-a776-bbb958862629 · inbound

SG2VID: Scene Graphs Enable Fine-Grained Control for Video Synthesis cites this paper.

SG2VID: Scene Graphs Enable Fine-Grained Control for Video Synthesis SASVi -- Segment Any Surgical Video

Reference 25

Resolution: metadata mismatch; local_arxiv, observed 2026-08-07T11:16:14.710090Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.