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Paper Citation Record · LEDGER

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

As of 7 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 3 inbound Pith citation observations for arXiv:2408.04593.

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

pith.paper-citation-record.v1
2408.04593 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T17:58:47.453657Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-23T19:43:23.346065Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation f14daf63-cdcf-43f8-87d0-da7300c12571 · inbound

On Efficient Variants of Segment Anything Model: A Survey cites this paper.

On Efficient Variants of Segment Anything Model: A Survey SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-05-23T19:43:23.349263Z

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.

source=pdf_text observed=2026-05-23T19:42:24.122342Z digest=sha256:5cae77fc4cc012ad7781b47ea04c7fcd54c189a3d3c7c78adc0da8c33379d40e

Observation 21664948-2d9d-4afd-96a4-8c0ef4d8d56c · inbound

Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation cites this paper.

Memory-Augmented SAM2 for Training-Free Surgical Video Segmentation SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-06T17:58:47.453657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T17:58:47.453657Z digest=sha256:86403872e3ca0ea2c7781a39a30d8e01a0fff6023f4ac55cc1c0148e63d3c2c0

Observation c561b15b-f9a1-409f-b8d8-5dfa9adaae05 · inbound

Bootstrapping Video Semantic Segmentation Model via Distillation-assisted Test-Time Adaptation cites this paper.

Bootstrapping Video Semantic Segmentation Model via Distillation-assisted Test-Time Adaptation SAM 2 in Robotic Surgery: An Empirical Evaluation for Robustness and Generalization in Surgical Video Segmentation

Reference 65

Resolution
metadata mismatch
arxiv_id, observed 2026-05-11T09:00:58.817814Z

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.

source=pdf_text observed=2026-05-10T16:22:03.651594Z digest=sha256:1eb32e9b94197842c995c99de08bd5a2443e1f3fc972f030e40013c3622bb60e