Pith. sign in

Paper Citation Record · LEDGER

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding

As of 14 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 5 inbound Pith citation observations for arXiv:2505.24287.

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

pith.paper-citation-record.v1
2505.24287 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:33:39.642837Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-14T06:32:32.682623+00:00

measured 5 of 5 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T07:23:05.886731Z

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

50 of 50 outbound references displayed

  • verified exact1
  • verified fuzzy29
  • unresolved19
  • parse uncertain1
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 422de3c9-0504-49a5-9e1d-a079c71e9f1c · outbound

This paper cites MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding MVOR: A Multi-view RGB-D Operating Room Dataset for 2D and 3D Human Pose Estimation

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:35.632588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:35.632588Z digest=sha256:3bd804b05ce9ffc7c1a94d17828ea392b454d678dcfa520c85cfa62205d103dd

Observation e4df1d24-ee98-4a4f-8b24-5d12cf110b18 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding 4d-or: Semantic scene graphs for or domain modeling

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:46.491194Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:35.694167Z digest=sha256:5324e0350afb73784847229443e6368f4476eb661d7fbd1895373e8f2b46e1e7

Observation 6d2624d1-bcad-4ab8-a4dc-573ada10e94e · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Mm-or: A large multimodal operating room dataset for semantic understanding of high-intensity surgical environments

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:46.295173Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:35.759616Z digest=sha256:375dede52f9979de1f39b52adb5ce3b756f4048e4989b49f1c9f5d2741794e46

Observation fc95ee86-aa2d-43d3-9507-d28d050074af · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Egosurgery-phase: A dataset of surgical phase recognition from egocentric open surgery videos

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:46.145508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:35.823211Z digest=sha256:dd8e2f259e508a4ebfc6f5c2258c39f48e1261afc13eeac89933cd3127970955

Observation 06e120ff-823b-4d6d-ab0d-6949ec5cb235 · outbound

This paper cites EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding EgoSurgery-Tool: A Dataset of Surgical Tool and Hand Detection from Egocentric Open Surgery Videos

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:35.918831Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:35.918831Z digest=sha256:2b19f1ad9a1a339d538f8687a3c93205c2adcd53b73bc259a3ecb1854b7bc27a

Observation 3d4aedaa-48ed-40ec-b5e3-2cce078de2e8 · outbound

This paper cites Surgical process modelling: a review.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Surgical process modelling: a review

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:45.985808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:36.005917Z digest=sha256:0cf0f1d2fef0cf9978bd5a75ee5a327f61530b6d7f8aec961a465cc88a923edb

Observation beb0bfbb-099c-4785-a967-a491b200d1ab · outbound

This paper cites an unresolved cited work.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:33:45.844354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:36.054283Z digest=sha256:9d46bcb4731d913bd13b5f195608f93784727cdb92843aa592369d81d57a368a

Observation 7226a6df-b51b-471a-94f0-28aafabdb1ae · outbound

This paper cites The mnist database of handwritten digit images for machine learning research [best of the web].

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding The mnist database of handwritten digit images for machine learning research [best of the web]

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.147004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.147004Z digest=sha256:6f8c6f96a5ed504fcf2cc777ebbe9c70788fea04391c18e410204a4ac656be0b

Observation 71b7d571-5a2b-40eb-9da7-f4ba014746c1 · outbound

This paper cites Imagenet large scale visual recognition challenge.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Imagenet large scale visual recognition challenge

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.235614Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.235614Z digest=sha256:20d8482b6e1cfef731b2ce486df511e7d33c2022891fd8795993ba4cd3859d13

Observation 96281586-8c4c-4566-8160-2fe44b61b23a · outbound

This paper cites Vision meets robotics: The kitti dataset.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Vision meets robotics: The kitti dataset

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.300607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.300607Z digest=sha256:6b650f31f48d5984a6cd4c433a71ac332edbb0dd416e3097fb96c2fe2ab9b1f8

Observation c14aa843-00f1-4d35-9409-71b6b5e5d2b2 · outbound

This paper cites The cityscapes dataset for semantic urban scene understanding.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding The cityscapes dataset for semantic urban scene understanding

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.379273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.379273Z digest=sha256:e09576fad27aba165d4c7a10e3b64a0a92ef5fb07977d0474ff461bc7d365430

Observation adc53994-37e5-4023-bd88-59feebb8b3da · outbound

This paper cites Scalability in perception for autonomous driving: Waymo open dataset.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Scalability in perception for autonomous driving: Waymo open dataset

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:45.554983Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:36.481581Z digest=sha256:bd12d26b279a1ac82c2b79351145ded93487ef229932019722ff7964f1c46e92

Observation 5c79621c-da17-48a8-8da3-2deeec9d32c2 · outbound

This paper cites Scaling egocentric vision: The epic-kitchens dataset.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Scaling egocentric vision: The epic-kitchens dataset

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.542682Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.542682Z digest=sha256:d8fa43692911ea87599cf2752c6524d34ea5026f2de79dda0ba2a6395a252cf5

Observation 776bc750-ee2e-4bb6-b7da-fa7d2fed5c4c · outbound

This paper cites Ego4d: Around the world in 3,000 hours of egocentric video.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ego4d: Around the world in 3,000 hours of egocentric video

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:45.207970Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:36.616535Z digest=sha256:19bcdfb14015cb39b0047ce2ee2a51ca5478badd325ef1d49467e55ef6582edf

Observation 48ea57f1-5836-4da5-b12b-fd6c518c609f · outbound

This paper cites Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ego-exo4d: Understanding skilled human activity from first-and third-person perspectives

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.695702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.695702Z digest=sha256:de5494aa8428d7c3a872263695331901e9d24929293b2df81ce250bf134ad8b8

Observation 9bf0b9cf-edc8-4c87-a31a-7b52707f31e8 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Endonet: a deep architecture for recognition tasks on laparoscopic videos

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:44.887739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:36.756419Z digest=sha256:5905c5de45e1accb465988a10a1b57feb17a0fc2f3d12890de83348fce5d3099

Observation 6c581b2a-0772-4027-8050-94a40d90a6d2 · outbound

This paper cites ArthroPhase: A Novel Dataset and Method for Phase Recognition in Arthroscopic Video.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding ArthroPhase: A Novel Dataset and Method for Phase Recognition in Arthroscopic Video

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:36.842376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:36.842376Z digest=sha256:19671500b8b7d06ab5fcd7aba2221e8c43b0ab2de4a75a426fe489892b29347a

Observation 76f18590-0279-4f01-8636-6162e0ba5738 · outbound

This paper cites Recognition of instrument-tissue interactions in endoscopic videos via action triplets.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Recognition of instrument-tissue interactions in endoscopic videos via action triplets

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:44.678572Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:36.933018Z digest=sha256:e33146ad236b95b024971abba50ceaf3e8f5c71f4e285fe6ef8ba15cbaccd772

Observation 0b8582b6-0c82-4e5a-aac9-d1d48e64c1d2 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:44.535270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.037006Z digest=sha256:b87d976f2fde3df97939b2f89136ca47da0c28dc7e6763f29bc8d2e4d3f319f8

Observation b29ea211-d439-40de-a8aa-d0aacda22683 · outbound

This paper cites Opera: Attention-regularized transformers for surgical phase recognition.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Opera: Attention-regularized transformers for surgical phase recognition

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:44.339659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.111603Z digest=sha256:66d557d5fd2413f76cf3cba57bc8e50c28d3bb3db50f4164fe491d495b78497f

Observation 9a460453-0d88-4265-b183-de6f2be61f04 · outbound

This paper cites Tool detection and operative skill assessment in surgical videos using region-based convolutional neural networks.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Tool detection and operative skill assessment in surgical videos using region-based convolutional neural networks

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:44.070833Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.191074Z digest=sha256:48ccd8c4d928ac2e5075f4c5225a0ceff137ed18e3637d55f47a1c6390dea63d

Observation f9a61880-7fd1-49fd-8be6-cda4ab9bbeb5 · outbound

This paper cites Epic fields: Marrying 3d geometry and video understanding.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Epic fields: Marrying 3d geometry and video understanding

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:43.858617Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.271738Z digest=sha256:af081e334a1c01df1f651e5c31e817c022cbdb931b63a76c27cc61072ba67d42

Observation 54f43393-f7a1-4e3a-bc4c-e77a68170581 · outbound

This paper cites HD-EPIC: A Highly-Detailed Egocentric Video Dataset.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding HD-EPIC: A Highly-Detailed Egocentric Video Dataset

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:37.342897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:37.342897Z digest=sha256:558c76abd4f1d395ae574591c97e6d5a717e95e6f811ef12a8672c92c6b4ea30

Observation ca71afbf-ae62-4680-b678-0acac5054bc8 · outbound

This paper cites Hoi4d: A 4d egocentric dataset for category-level human-object interaction.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Hoi4d: A 4d egocentric dataset for category-level human-object interaction

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:43.613853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.443343Z digest=sha256:bb56eb000b6c8e6bf37ef11f339a070cb45fa8d8c29ddcfd485cf293bdffeb17

Observation 4a89c54c-4d10-411c-b483-508b1f07d553 · outbound

This paper cites Aria digital twin: A new benchmark dataset for egocentric 3d machine perception.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Aria digital twin: A new benchmark dataset for egocentric 3d machine perception

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:37.523491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:37.523491Z digest=sha256:6178a114588950de130c08be61e1923e74ed4cbcedd6ec465c5da40e1a034576

Observation 68ac51e4-9713-40a6-8834-1926d0290514 · outbound

This paper cites Assembly101: A large-scale multi-view video dataset for understanding procedural activities.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Assembly101: A large-scale multi-view video dataset for understanding procedural activities

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:43.321074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.614350Z digest=sha256:b29a80cfb4f968a9e5c158a556cf2d90e3fd6cb12b791c177463a432b458e945

Observation a30dcb18-fa17-470f-afd4-a9051a469978 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Automatic operating room surgical activity recognition for robot-assisted surgery

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:43.118390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.694057Z digest=sha256:783bba6c676992b5d7de9d1ca132a65b57bb58bcf3a5ff5800aeca7651ebf040

Observation 18e8569b-4c77-4a6f-81f8-743eaee719cb · outbound

This paper cites When do they StOP?: A First Step Towards Automatically Identifying Team Communication in the Operating Room.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding When do they StOP?: A First Step Towards Automatically Identifying Team Communication in the Operating Room

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:33:39.864448Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.769149Z digest=sha256:c18ae20eb3c1210321a743bf80bdc427cea04cbbaccb38ecff1458f80ef276ef

Observation 7203f51f-3db0-43bb-a3a9-66cea0464d49 · outbound

This paper cites Project aria: A new tool for egocentric multi-modal ai research, 2023.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Project aria: A new tool for egocentric multi-modal ai research, 2023

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:42.876360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.856755Z digest=sha256:85837be5b2cdbf508889a2dee9d680c9fb43df277af2acc171025042d9f7cbc9

Observation 5e10e37c-cce5-4174-9e57-9864ff12d00e · outbound

This paper cites Database analysis comparing incidence and complication rates between inpatient and outpatient laminotomies for lumbar disc herniation.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Database analysis comparing incidence and complication rates between inpatient and outpatient laminotomies for lumbar disc herniation

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:42.739238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:37.943963Z digest=sha256:046e3df1a4c17930e125277514c2e1ff819e35c4a3cc00cd8ab267b1c6b730e5

Observation 7c81eeba-6898-4a9e-adf9-a36b7d2e0498 · outbound

This paper cites Racoosin, Sally M.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Racoosin, Sally M

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:42.562345Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.016447Z digest=sha256:9244288acf0562d569f67d0a3836131aae45164a2fa8d2f4be2150da043d579a

Observation 5604ca50-f1c3-43fa-a47c-6f0eac1107d5 · outbound

This paper cites Daly, Kai Zheong Lim, Jennifer Lewis, Kelly Saber, Mohammed Molla, Naor Bar-Zeev, and Tony Goldschlager.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Daly, Kai Zheong Lim, Jennifer Lewis, Kelly Saber, Mohammed Molla, Naor Bar-Zeev, and Tony Goldschlager

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:42.417305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.104771Z digest=sha256:be5173ad431e9ab1558287726626709627e28012faf79918cedbb49888bef44d

Observation a10e2780-76b9-4fc2-a5fe-b9159722e250 · outbound

This paper cites an unresolved cited work.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:33:42.267687Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.157595Z digest=sha256:455766d40fc2ea6dd8e0f4322ff395a12e0badae95117f85908166431989b272

Observation 0da559b9-c94e-4e6e-a1db-12a4efb10126 · outbound

This paper cites Spine ultrasound injection course in action (888) 998-6343.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Spine ultrasound injection course in action (888) 998-6343

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:42.135832Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.231059Z digest=sha256:1bc24b5d236347c3143f074d57cf11dd9629a25bba98be33a36ab3245d54523f

Observation 26284105-cd00-4f43-a0bd-231facaa7a40 · outbound

This paper cites Ultrasound guided lumbar disc herniation injection.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Ultrasound guided lumbar disc herniation injection

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:41.750389Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.369248Z digest=sha256:1ecd95abd78f598fca40ecaebf67e85fbe0fae4113cb85330d24795ac0dd4528

Observation 97d7dd87-4dba-4575-8c64-cdac7c2c6759 · outbound

This paper cites an unresolved cited work.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:33:41.582494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.445239Z digest=sha256:f8e7adfa878f3b4956dbfbe12423ae6dafcad29e6025bf3ace5e72758efc64e8

Observation d5d8687a-769b-4f92-97c0-58e13bebb832 · outbound

This paper cites Learning and reasoning with the graph structure representation in robotic surgery.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Learning and reasoning with the graph structure representation in robotic surgery

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:41.407537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.516092Z digest=sha256:000a990ba2d1997599570fa61bc1a6aea0512830da94543e41a85e9a4d447bed

Observation 5424c47a-f4dd-49bd-82de-a63df746a8fa · outbound

This paper cites Advancing surgical vqa with scene graph knowledge.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Advancing surgical vqa with scene graph knowledge

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:41.248222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.611311Z digest=sha256:b2c039f42fa536ca0e3fd7a8e2749c9b02267ec2586cbf3c0b02efdac449f820

Observation c16de70f-0459-464b-abeb-f0da0d3fd00f · outbound

This paper cites Dynamic scene graph representation for surgical video.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Dynamic scene graph representation for surgical video

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:41.118079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.762674Z digest=sha256:e698bd663b07e568b4a43c67e308590ac8fed72f2e8a7387e7c31df536868d8e

Observation 9d382470-26c7-45dc-96ec-b3c8e954bce1 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Oracle: Large vision- language models for knowledge-guided holistic or domain modeling

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:40.983691Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.905862Z digest=sha256:2f579e0eb2fd574227ea8e1bee628ecc8e9d4a995ab77689e9f9e5e0ed0e67e0

Observation bdf9a8cf-8df1-4dde-b642-f31fcc992c6c · outbound

This paper cites Visual Instruction Tuning.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Visual Instruction Tuning

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:38.957896Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:38.957896Z digest=sha256:1b3cd786c805f5b9f0c4db151b8900be93b79457dce4a5e0d926b42d0848b304

Observation 6c85d6ce-8911-45f3-9b22-17ebb7459d4c · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Gonzalez, Ion Stoica, and Eric P

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:39.038627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:39.038627Z digest=sha256:23ac2c7a0a23654edfd8a194ec9f16e4b2dd10191643d20fd2465f89a94e7a86

Observation a1405042-6884-41a9-960f-c6d5eba82166 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Learning transferable visual models from natural language supervision

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:39.147910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:39.147910Z digest=sha256:031714e26f05e087b4001a165fe989649f7d86196b379c664754b11d5d3ec24d

Observation e21ca057-969a-48a0-bc88-70b935e2d044 · outbound

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

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding LoRA: Low-Rank Adaptation of Large Language Models

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-07T12:33:39.224694Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:33:39.224694Z digest=sha256:89282a2be18dda9ed990f39c54a1d0b5452b403333079f927f5b97183f1d0190

Observation 9bffbb79-33fa-4e68-8fd7-f4af47e0d74d · outbound

This paper cites Clap: Learning audio concepts from natural language supervision, 2022.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Clap: Learning audio concepts from natural language supervision, 2022

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:40.763622Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:39.304203Z digest=sha256:9532a23448069cc9eb329f1a05560d266d5e475ae126018b4fe8938955398e94

Observation efdb48c2-20ce-4079-9113-097788807047 · outbound

This paper cites Point transformer v3: Simpler faster stronger.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Point transformer v3: Simpler faster stronger

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:40.605294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:39.360240Z digest=sha256:85efa1d6408840b01aaa76f200fdb7898facb3c2adc00abd2653b201f9c59c25

Observation 5b22788a-0392-448f-8e1b-9ecc8039939f · outbound

This paper cites Target Identification.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Target Identification

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:40.425632Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:39.444050Z digest=sha256:045603e40f6ca1619b1d230e1a181f8dabf0382a7c97e07be1ba0b5b99c8e005

Observation 609aec52-fca3-478b-97f8-5409f80b05de · outbound

This paper cites an unresolved cited work.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work

Reference 49

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T12:33:40.289602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:39.531633Z digest=sha256:a0d0c9bd004bc5ef11b888bf057628e1af550fc3cad5c71fe9c54212bdff9b87

Observation 8cafcdc3-9a7c-47f6-a37b-dbaf13074118 · outbound

This paper cites Each pair of images shows one synchronized egocentric view (left) alongside one exocentric room camera view (right).

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Each pair of images shows one synchronized egocentric view (left) alongside one exocentric room camera view (right)

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:33:40.116288Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:39.642837Z digest=sha256:6301d3fc8c1e8442ea94361875c3796e01a74b83bcfc01e8e4837de2e68635fd

Observation ef6aa61a-7006-4eae-891b-a905969d39c8 · outbound

This paper cites an unresolved cited work.

EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding Unresolved cited work

Reference 2025

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:33:42.004651Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-08-07T12:33:38.301880Z digest=sha256:40c46091277c7a04fdd60e4dce839a3c3fe3d3ac0c30c908f18590ed01c7e150

Pith citing papers

Observation 896edbf5-2c8d-4432-801b-36677dc87187 · inbound

Sound Source Localization for Spatial Mapping of Surgical Actions in Dynamic Scenes cites this paper.

Sound Source Localization for Spatial Mapping of Surgical Actions in Dynamic Scenes EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding

Reference 4

Resolution
verified exact
arxiv_id, observed 2026-05-18T03:32:21.475888Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-18T03:32:10.645239Z digest=sha256:369c1ecdd07848d41c253ef709d94ce4c0b55585cfa9d48aac9267d3ee52006c

Observation b0d565e6-f2a1-4b25-91ef-a253ef8806e0 · inbound

EgoExo-Con: Exploring View-Invariant Video Temporal Understanding cites this paper.

EgoExo-Con: Exploring View-Invariant Video Temporal Understanding EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-04T07:23:05.886731Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-04T07:23:05.886731Z digest=sha256:c8b1823fe0fd7b1684c9757a2a55253d74728169a6bc1c2604c524d9a0eacca1

Observation 54e6f287-5abf-492e-9989-e53b946274fd · inbound

Dyadic Partnership(DP): A Missing Link Towards Full Autonomy in Medical Robotics cites this paper.

Dyadic Partnership(DP): A Missing Link Towards Full Autonomy in Medical Robotics EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding

Reference 40

Resolution
verified exact
arxiv_id, observed 2026-05-11T09:51:00.627492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T15:47:07.083909Z digest=sha256:b6733cb5eeded13a135af1f3ae3a014af157b534ced9b0a3452d942e05ac2046

Observation 43c5a1db-b4c9-44a5-9481-f0cc9e1856c9 · inbound

Where are they looking in the operating room? cites this paper.

Where are they looking in the operating room? EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding

Reference 28

Resolution
metadata mismatch
arxiv_id, observed 2026-05-10T00:44:47.995964Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-05-10T00:41:29.920014Z digest=sha256:b241c47ecb9f7962c1d90d14fb432d0c8fad16a7376b285e90b084e12a20f888

Observation 32f60607-af6a-4b93-b467-e79844ddbb7d · inbound

OR-Action: Multi-Role Video Understanding with Fine-Grained Actions cites this paper.

OR-Action: Multi-Role Video Understanding with Fine-Grained Actions EgoExOR: An Ego-Exo-Centric Operating Room Dataset for Surgical Activity Understanding

Reference 9

Resolution
verified exact
arxiv_id, observed 2026-07-03T13:48:21.155630Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

source=pdf_text observed=2026-06-27T07:31:05.739426Z digest=sha256:9160dc161cabf18331d40487ebedcd23df2c0aa9625c8006e784f0a3327a435f