Paper Citation Record · LEDGER

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins

As of 22 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 1 inbound Pith citation observation for arXiv:2504.12552.

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

pith.paper-citation-record.v1
2504.12552 v2

Coverage vector

measured 12 of 12 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T12:32:34.865663Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-17T23:14:09.639543Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

12 of 12 outbound references displayed

verified exact0
verified fuzzy9
unresolved3
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

0
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 8e24f852-b8e4-4f1c-ad08-27d6a922706e · outbound

This paper cites Disguisor: holistic face anonymization for the operating room.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Disguisor: holistic face anonymization for the operating room

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:35.016563Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 8a9beaba-2751-4a3d-b044-0b39be1a45f7 · outbound

This paper cites Digital twins as a unifying framework for surgical data science: the enabling role of geometric scene understanding.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Digital twins as a unifying framework for surgical data science: the enabling role of geometric scene understanding

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:35.004770Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d7656620-edf8-4bdf-af3c-bac4660fe682 · outbound

This paper cites Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin Representation.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Towards Robust Algorithms for Surgical Phase Recognition via Digital Twin Representation

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T12:32:34.830412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b632412-8d85-4426-8ab8-1b801fdee1ca · outbound

This paper cites Multi-modal unsupervised pre-training for surgical operating room workflow analysis.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Multi-modal unsupervised pre-training for surgical operating room workflow analysis

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.992735Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f574c20b-0ea4-48f9-8133-a85141ba0d36 · outbound

This paper cites Segment anything.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Segment anything

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-16T12:32:34.839277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62aae221-db10-48ad-8840-349594eaddbe · outbound

This paper cites Improving operating room efficiency.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Improving operating room efficiency

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.973246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 31985e5b-a893-492f-b88b-a82324faff21 · outbound

This paper cites Impact of preoperative briefings on operating room delays: a preliminary report.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Impact of preoperative briefings on operating room delays: a preliminary report

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.961591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation d6961387-22ec-4bba-80e4-dc746bfc7dae · outbound

This paper cites O zsoy, Tobias Czempiel, Evin P nar \.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins O zsoy, Tobias Czempiel, Evin P nar \

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.950264Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1f0ff514-30bb-44a2-a9a5-81a372276737 · outbound

This paper cites Must: Multi-scale t ransformers for surgical phase recognition.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Must: Multi-scale t ransformers for surgical phase recognition

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.937977Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3c40a65b-95dd-4078-8d63-f7516e174067 · outbound

This paper cites Automatic operating room surgical activity recognition for robot-assisted surgery.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Automatic operating room surgical activity recognition for robot-assisted surgery

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.927115Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 92fd0c48-4e58-4653-aeed-b34dbb27ce90 · outbound

This paper cites Depth anything v2.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Depth anything v2

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T12:32:34.862075Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b75f055-210a-4897-966f-74a8e001f46e · outbound

This paper cites Detrs with collaborative hybrid assignments training.

Privacy-Preserving Operating Room Workflow Analysis using Digital Twins Detrs with collaborative hybrid assignments training

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T12:32:34.909553Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

Observation a67fe806-b51e-486f-8965-273a3f4cc2a3 · inbound

TwinOR: Photorealistic Digital Twins of Dynamic Operating Rooms for Embodied AI Research cites this paper.

TwinOR: Photorealistic Digital Twins of Dynamic Operating Rooms for Embodied AI Research Privacy-Preserving Operating Room Workflow Analysis using Digital Twins

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:15:26.542675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.