Paper Citation Record · LEDGER

Specialized Foundation Models for Intelligent Operating Rooms

As of 22 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2505.12890.

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

pith.paper-citation-record.v1
2505.12890 v2

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:29:00.642324Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+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

30 of 30 outbound references displayed

verified exact0
verified fuzzy20
unresolved10
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0173b5f9-5e24-4af2-9516-2daef71eb606 · outbound

This paper cites Carts: Causality-driven robot tool segmentation from vision and kinematics data.

Specialized Foundation Models for Intelligent Operating Rooms Carts: Causality-driven robot tool segmentation from vision and kinematics data

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:01.069402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a37e8038-51b2-4a23-b961-98b5716a3cbb · outbound

This paper cites Clap learning audio concepts from natural language supervision.

Specialized Foundation Models for Intelligent Operating Rooms Clap learning audio concepts from natural language supervision

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:01.055699Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a3609622-22b1-4b8c-a188-4092c1f6c0d1 · outbound

This paper cites Egosurgery-phase: a dataset of surgical phase recognition from egocentric open surgery videos.

Specialized Foundation Models for Intelligent Operating Rooms Egosurgery-phase: a dataset of surgical phase recognition from egocentric open surgery videos

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:01.042508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 0cadd867-52d9-494d-93a2-598cdd911310 · outbound

This paper cites Tri-modal confluence with temporal dynamics for scene graph generation in operating rooms.

Specialized Foundation Models for Intelligent Operating Rooms Tri-modal confluence with temporal dynamics for scene graph generation in operating rooms

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:01.028750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 788dbee7-3314-4727-a0e6-0ab6d27415d5 · outbound

This paper cites Pitvqa: Image-grounded text embedding llm for visual question answering in pituitary surgery.

Specialized Foundation Models for Intelligent Operating Rooms Pitvqa: Image-grounded text embedding llm for visual question answering in pituitary surgery

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:01.014405Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e927c7d3-5224-46a6-92fb-a1d91d99d33a · outbound

This paper cites Distilling the Knowledge in a Neural Network.

Specialized Foundation Models for Intelligent Operating Rooms Distilling the Knowledge in a Neural Network

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.536247Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9466fc0-cb9a-449e-8fa0-4ee1514496c5 · outbound

This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Specialized Foundation Models for Intelligent Operating Rooms LoRA: Low-Rank Adaptation of Large Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.541427Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e88cc8d-877b-4606-8408-58ea24a75fc8 · outbound

This paper cites Multi-task recurrent convolutional network with correlation loss for surgical video analysis.

Specialized Foundation Models for Intelligent Operating Rooms Multi-task recurrent convolutional network with correlation loss for surgical video analysis

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.998539Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 24d2bb31-9ff9-4706-88b4-a6a79ae4930d · outbound

This paper cites Work-system interventions in robotic- assisted surgery: a systematic review exploring the gap between challenges and solutions.

Specialized Foundation Models for Intelligent Operating Rooms Work-system interventions in robotic- assisted surgery: a systematic review exploring the gap between challenges and solutions

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.984053Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation b159b259-e4a5-43e0-9ccf-caca0cd16533 · outbound

This paper cites Surgical process modelling: a review.

Specialized Foundation Models for Intelligent Operating Rooms Surgical process modelling: a review

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.969942Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 31a8f618-4c14-40e7-ad06-ce019d665986 · outbound

This paper cites LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning.

Specialized Foundation Models for Intelligent Operating Rooms LLaVA-Surg: Towards Multimodal Surgical Assistant via Structured Surgical Video Learning

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.558814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 903312c5-6e85-4d97-9a16-f7cc254745cb · outbound

This paper cites A multimodal generative ai copilot for human pathology.

Specialized Foundation Models for Intelligent Operating Rooms A multimodal generative ai copilot for human pathology

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.955675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 27ebca2c-b31f-4371-9bfa-3d19d34f39ed · outbound

This paper cites Surgical data science for next- generation interventions.

Specialized Foundation Models for Intelligent Operating Rooms Surgical data science for next- generation interventions

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.941642Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 44d98bab-2552-43cd-b2f1-a301edfc35c9 · outbound

This paper cites Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.

Specialized Foundation Models for Intelligent Operating Rooms Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.572047Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7b2284f5-61b6-447d-8e92-cef7b5b15c0f · outbound

This paper cites Labrad-or: Lightweight memory scene graphs for accurate bimodal reasoning in dynamic operating rooms.

Specialized Foundation Models for Intelligent Operating Rooms Labrad-or: Lightweight memory scene graphs for accurate bimodal reasoning in dynamic operating rooms

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.917403Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 1bcb73b1-09bf-41c1-86a7-fd9ac1b5ab1f · outbound

This paper cites 4d-or: Semantic scene graphs for or domain modeling.

Specialized Foundation Models for Intelligent Operating Rooms 4d-or: Semantic scene graphs for or domain modeling

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.901809Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation bbfa0bbf-da4c-4da2-ac7a-cc61212ce680 · outbound

This paper cites Mm-or: A large multimodal operating room dataset for semantic understanding of high-intensity surgical environments.

Specialized Foundation Models for Intelligent Operating Rooms Mm-or: A large multimodal operating room dataset for semantic understanding of high-intensity surgical environments

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.888026Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation aeb61167-75a0-407a-8b01-cbb5534eb062 · outbound

This paper cites Oracle: Large vision-language models for knowledge-guided holistic or domain modeling.

Specialized Foundation Models for Intelligent Operating Rooms Oracle: Large vision-language models for knowledge-guided holistic or domain modeling

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.874112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9ce4abd2-496f-4888-8257-3b68dae8ed65 · outbound

This paper cites S 2 former-or: Single-stage bi-modal transformer for scene graph generation in or.

Specialized Foundation Models for Intelligent Operating Rooms S 2 former-or: Single-stage bi-modal transformer for scene graph generation in or

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.860234Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 9c3ddbcc-2bf1-4de0-afe6-92878f3abbfc · outbound

This paper cites RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.

Specialized Foundation Models for Intelligent Operating Rooms RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.598147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afcbaf2a-cc54-4f25-8412-ffbc4bba8420 · outbound

This paper cites Development, deployment and scal- ing of operating room-ready artificial intelligence for real-time surgical decision support.

Specialized Foundation Models for Intelligent Operating Rooms Development, deployment and scal- ing of operating room-ready artificial intelligence for real-time surgical decision support

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.845304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation cebbf161-b1ed-42c0-94d3-a1544dcc66a0 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Specialized Foundation Models for Intelligent Operating Rooms Learning transferable visual models from natural language supervision

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.607108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3222cdad-ff65-4017-9ce3-485276a9aeb8 · outbound

This paper cites Robust speech recognition via large-scale weak supervision.

Specialized Foundation Models for Intelligent Operating Rooms Robust speech recognition via large-scale weak supervision

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.822892Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation a45f6d8d-49e8-4896-8186-24aa53a3a347 · outbound

This paper cites Mvor: A multi-view rgb-d operating room dataset for 2d and 3d human pose estimation.

Specialized Foundation Models for Intelligent Operating Rooms Mvor: A multi-view rgb-d operating room dataset for 2d and 3d human pose estimation

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.808095Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation e8b01447-926d-4bae-b2f3-6caec03aaf53 · outbound

This paper cites Endonet: a deep architecture for recognition tasks on laparoscopic videos.

Specialized Foundation Models for Intelligent Operating Rooms Endonet: a deep architecture for recognition tasks on laparoscopic videos

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.619831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ac954c3-fd2f-4cef-be6c-2d4fc9dac648 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Specialized Foundation Models for Intelligent Operating Rooms Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.624457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 742f87ec-099d-4281-bfc8-039e0460e772 · outbound

This paper cites Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data.

Specialized Foundation Models for Intelligent Operating Rooms Towards Generalist Foundation Model for Radiology by Leveraging Web-scale 2D&3D Medical Data

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.629104Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d3a724ca-2cea-4e65-9c90-750b70359ebc · outbound

This paper cites Point transformer v3: Simpler faster stronger.

Specialized Foundation Models for Intelligent Operating Rooms Point transformer v3: Simpler faster stronger

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:29:00.633723Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 004ebcdd-fd80-4737-b685-abd9ce3a5d41 · outbound

This paper cites Teleor: Real-time telemedicine system for full-scene operating room.

Specialized Foundation Models for Intelligent Operating Rooms Teleor: Real-time telemedicine system for full-scene operating room

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.776770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Observation 679dbffe-7801-4f73-9323-5901d5ebf416 · outbound

This paper cites Advancing surgical vqa with scene graph knowledge.

Specialized Foundation Models for Intelligent Operating Rooms Advancing surgical vqa with scene graph knowledge

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:29:00.762902Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

Pith citing papers

No inbound Pith citation observations are available.