Paper Citation Record · LEDGER

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation

As of 18 August 2026, this Paper Citation Record lists 14 of 14 outbound references and 0 inbound Pith citation observations for arXiv:2509.10748.

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

pith.paper-citation-record.v1
2509.10748 v1

Coverage vector

measured 14 of 14 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:37:43.844382Z

measured 14 of 14 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

14 of 14 outbound references displayed

verified exact0
verified fuzzy0
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ae0c7f6d-636a-4586-8d3a-f66427e78adc · outbound

This paper cites Artificial Intelligence Review58(1), 1 (2024).

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation Artificial Intelligence Review58(1), 1 (2024)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.030677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 552fbb03-91f0-435e-8545-6ded45cffd7d · outbound

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

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation Cataract-1K: Cataract Surgery Dataset for Scene Segmentation, Phase Recognition, and Irregularity Detection

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.069356Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fc3fe71-ed82-4692-9b1e-f0b1ebc84058 · outbound

This paper cites In: ICCV.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation In: ICCV

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.110203Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d1c003-037e-46f9-8e52-fb652feda4ae · outbound

This paper cites In: ECCV.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation In: ECCV

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.169113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7857b723-0b07-4869-a147-0f00ade2e06a · outbound

This paper cites Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation Grounded SAM: Assembling Open-World Models for Diverse Visual Tasks

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.230634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7bbe0002-9fc4-4b43-976b-1f35e2803bdb · outbound

This paper cites In: CVPR Workshop.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation In: CVPR Workshop

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.309058Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adf53d76-f4db-4f92-933a-3600676732fd · outbound

This paper cites Proceedings of the IEEE108(1), 198–214 (2019).

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation Proceedings of the IEEE108(1), 198–214 (2019)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.366786Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cebc7323-4b0f-42db-9d17-2ef9b6c31a43 · outbound

This paper cites IEEE Transactions on Medical Imaging (2024).

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation IEEE Transactions on Medical Imaging (2024)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.425466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbcb9983-f344-4ba0-bfcc-b59c2c067f3e · outbound

This paper cites Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation Visual ChatGPT: Talking, Drawing and Editing with Visual Foundation Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.500195Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5d52d06b-a600-4816-9cc6-9f39fc374f05 · outbound

This paper cites In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.582228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f8d31d-e6ab-4856-8fba-4b6b33b1b816 · outbound

This paper cites LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.652138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b4fb4993-9de2-4886-ba1c-16366f5cc676 · outbound

This paper cites A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation A Survey on Segment Anything Model (SAM): Vision Foundation Model Meets Prompt Engineering

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.708743Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a7d215e-3444-46a5-867e-f4b05e164b38 · outbound

This paper cites Image Segmentation in Foundation Model Era: A Survey.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation Image Segmentation in Foundation Model Era: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.759384Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e74623cd-a263-41ad-8b01-233dddaaf691 · outbound

This paper cites NeurIPS36(2023).

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation NeurIPS36(2023)

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.844382Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.