Pith. sign in

Paper Citation Record · LEDGER

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

As of 23 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 2026-08-22T06:32:14.747728+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=sha256:0b8dcfea62eea6806e91f0dcdc3dd95ef3b6ddd7e1169c499007631b1e0a83a4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:35.694167Z digest=sha256:a23a9c85d395088dedfe969d9ee03886453ac1d4eff8b8a3819132eebbe8eeec

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:35.759616Z digest=sha256:7443b48d74a881452d8818c8be3aabb1ee956e87212404ef86466fdcbefca1b5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:35.823211Z digest=sha256:47c5a81ce15e33b5b6a02d34df19c7404faf32d884cb1648b2734f1124b7919e

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:b8715f1d5eb20bc4e845a375b6c37bc52328206ae9d415d8fc276a7691cbcfb4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:36.005917Z digest=sha256:3aa045de59072ae362ddc0f05cff34fc5fca9aa090c8be0bb2bfed2e4b62c666

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:36.054283Z digest=sha256:021ea6b0429bf21d8dda072b5c1f7c6f2fc732764e2757cf476f212d9ec7f460

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=sha256:1b12faa4a217da0788766930db9bbad4d777f6b989bb1f8f1efde721656c5d2e

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=sha256:734a57150a80abb8f006506cfa8a7e7e139b59fbd0939db39f1ca152561c8f85

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:cc2a8a2aca2781cf08139a7f5239393da970b71c10340834485242bcc63fe3e0

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=sha256:61babb24b6456d0171147e749b283db79bec00d58f771f3f7477671d4f318147

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:36.481581Z digest=sha256:d817d9bdc0d001815f01305c4da81552fa49a23edb7846ab68b764a6e13a9556

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=sha256:5c80a10a53d70af8d4a47a8bc5f11a369ca3fb1e1ac5350d94e121c7ef794488

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:36.616535Z digest=sha256:aa729447411cf74b30019990025d805fde611ff3676585fdac33bf7bcee56495

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:e99e95939cf39950db14a011f6fb97d15aa857d3922067debc98d22691f494aa

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:36.756419Z digest=sha256:ff32d74dd109e705f937aa0f41109130da33b4ffbde0feb52834921a6e58c3b4

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=sha256:5b92820c92dce805ebba235081369d8f486d349f582760e166107757d1055ab0

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:36.933018Z digest=sha256:34eaf541801326d21d8fe2d9daf2f9dc2648cc0ec30f0b7670c1693096bfcdad

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.037006Z digest=sha256:b2453cb1c87bd6b7eb94ffdcef84c0a61560ecbf9fca3372352229772fbeff71

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.111603Z digest=sha256:e11ede8491a2557d554c25fd2949ad65a0eb77c8133815698bbc773625c8cf50

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.191074Z digest=sha256:cb19dcb945fd6163265b088b0b9a6f30fb12567f504987eac7050205ea53ba93

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.271738Z digest=sha256:9feb2bb9ce0756f8208d1c21f3139695d7abd5fa7a389925b429cfc5a4ec359c

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=sha256:0ed3e4b266d17e2e9540eeee3bb280dd345b150947919e397a2bca8abe30b1d6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.443343Z digest=sha256:7c21dc4ec3c8714db4657077244883f5f74423a7314ebd01ac346694f06d58a1

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=sha256:4ff033de8d7e9ba46c4888faa420feee2e289a7378351e673a8c3840d784f571

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.614350Z digest=sha256:04dad47a1517ad4a67ee9408f080aed9326d807b05400cbda8c17749a0d91ef2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.694057Z digest=sha256:b796c6d186fa48196871fc008931e4ae86e384d0f1ecb65bc4492e21b8f3501a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.769149Z digest=sha256:6116b0ed478f83e70be405c8c72b88b8da80fde333bf17c83469edcdae57c5cf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.856755Z digest=sha256:18f387e46fab1df3800eca3e6b39b032d376228fd4ac9c6a79f3c02e2912b8af

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:37.943963Z digest=sha256:89445046a6743cf6b99e71f1dd90af2a8658a53237361b66d7d75cddd5791c3a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.016447Z digest=sha256:791bb990a46a0d37772dbcf1f1d57a34fbae7ff0f2ac3f90ad3b173f97989bdc

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.104771Z digest=sha256:68f035181788efa6c2a156c727dc03e1d4566c603c0389389376db34a8ae8b8a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.157595Z digest=sha256:847798a2aa3205834466f5c006ebbd8aebd834d454b52d476021f4c590011c51

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.231059Z digest=sha256:ab0507bba053aa52ff8186613e6fb15161181e0183748f8f854f1e2052c633bf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.369248Z digest=sha256:f0fc2e4add24c365ff666ce885b41eba00c968de3dcb0a589c1f8f4c60e95f1f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.445239Z digest=sha256:2e7b29f953cbfa1ba889d9706fea8a61ee0c6e8a8e80c702c7baf672f9f107cf

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.516092Z digest=sha256:0f0f003b5a7bb6c7fd6ff4989bd770237f45ad9289b8983f1e0be172c8df115c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.611311Z digest=sha256:a4c1c71a537c25a4543e3888b4e541ee55ef81f939667acb488648ee0ef53317

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.762674Z digest=sha256:b06ddb7cfb03e029f599295ee7aa4d92c0779ea1c30a15af6db4a99dd005bcfa

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.905862Z digest=sha256:474711faf65ed2a5e2130093e9c99a39e84d2dc831d8bfe3ea2fd6a701cc7e4e

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:b7f61aa1b14f0bc94076021cb3d0bc31b7dd443bacdbadeb73d4ef4399c9a570

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:efe4ce3202a22fc3b91bd07e75dc34ea6b5595dbe554a359723bd2805f86f434

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=sha256:5e3bf8b53addda32e8ec2521dcb37ce010d76b40ed1e9ce5509720f3dcbd6a33

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:f01e32a012d5e053aa0696ce38315f646fac9fc3670df183f23b96437ff729a8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:39.304203Z digest=sha256:95df5ea43f98c074054e5aa7637e94d5b2d2fa6835942032565282880ca43f88

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:39.360240Z digest=sha256:1c314f4f8acd5e878d8d2405302d1488f073a02e6a0149f1c275d2265e578a65

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:39.444050Z digest=sha256:d879d2cce720fe39c91e58492c69b4f654de207eb12eee0d02febc9584595fd8

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:39.531633Z digest=sha256:949312611f3755068c284b6a4b07fac0a4dc8f6a87b8a910ed25cf308fcce592

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:39.642837Z digest=sha256:8873e03a8d03cb46f301d93ff98ffc5b3a28a4d912c14dc6cb7069307ebe820c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-07T12:33:38.301880Z digest=sha256:542a716c6e7fb48a11a62fbb8f019eb266271e6bb0496fb24ec4665596627cb4

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-18T03:32:10.645239Z digest=sha256:2cb6a48e6a208fde62289f076264c541b366ee4da957712add7a2d6fd2e5a619

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:a2b334320f7286e269d2e349237eecc895fd1847702c3fd7e0ef5912f4caa0ae

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T15:47:07.083909Z digest=sha256:adcd406bc33b40dc11a59169be642f7190ece0e8b771d8e098496540b8aaa89a

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-05-10T00:41:29.920014Z digest=sha256:a0464cccfaedb46cb067bf8ae162747f77e6095ce407a593fa437c24291b85a2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-06-27T07:31:05.739426Z digest=sha256:6cafe5cc09fbbce159d867007720d2935459d9eea99c222a20dcb7ef57d549fe