Paper Citation Record · LEDGER

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model

As of 19 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 1 inbound Pith citation observation for arXiv:2505.07449.

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

pith.paper-citation-record.v1
2505.07449 v7

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T22:20:59.403315Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:28:44.618326Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T20:28:45.048733Z

Reference resolution

31 of 31 outbound references displayed

verified exact0
verified fuzzy17
unresolved14
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 87c4cb05-ea56-4f1a-9dd8-bb76db1334bc · outbound

This paper cites Qwen2.5-VL Technical Report.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Qwen2.5-VL Technical Report

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.276612Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7316ebf3-49ac-4a36-8f4a-cc9f3beeb75c · outbound

This paper cites Journal of Robotic Surgery18(1), 74 (2024).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Journal of Robotic Surgery18(1), 74 (2024)

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.808712Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 04b8645e-705f-4ec2-9a32-53f7c1f8c5e9 · outbound

This paper cites In: International Workshop on Trustworthy Machine Learning for Healthcare.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: International Workshop on Trustworthy Machine Learning for Healthcare

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.795929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b478945c-ffc3-443f-a4f0-a42ac526e117 · outbound

This paper cites SurGen: Text-Guided Diffusion Model for Surgical Video Generation.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model SurGen: Text-Guided Diffusion Model for Surgical Video Generation

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.289951Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 710fe031-9f22-47c0-a1ed-e74216bc6400 · outbound

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

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.294369Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d021cd16-e3d1-4c52-8d0f-26193f002556 · outbound

This paper cites Scientific Data11(1), 373 (2024).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Scientific Data11(1), 373 (2024)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.776284Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 9fe8ca7f-ad9b-495b-b244-750134b7eb10 · outbound

This paper cites Eye35(12), 3192–3201 (2021).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Eye35(12), 3192–3201 (2021)

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.763891Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 78f6fe0b-fd3a-4a8f-afb5-85232d50fa4f · outbound

This paper cites CLIPScore: A Reference-free Evaluation Metric for Image Captioning.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model CLIPScore: A Reference-free Evaluation Metric for Image Captioning

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.307546Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e8b90008-2aac-48c5-a622-8678f689d2eb · outbound

This paper cites In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S., Garnett, R.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Guyon, I., Luxburg, U.V., Bengio, S., Wallach, H., Fergus, R., Vishwanathan, S., Garnett, R

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.751342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1805ab69-09fe-4f16-85f3-7fb4dd6e2fec · outbound

This paper cites (eds.) Advances in Neural Infor- mation Processing Systems.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model (eds.) Advances in Neural Infor- mation Processing Systems

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.315204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 770d0622-9f5b-4835-91c9-68ab2c0a9152 · outbound

This paper cites In: Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T., Varol, G.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T., Varol, G

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.731072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation dfa684ed-f680-43f9-9930-611b79ab4d36 · outbound

This paper cites OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.328613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa302c46-b069-4372-a698-bd19474c0ab6 · outbound

This paper cites In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.703130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5ec7dcdf-3793-4357-9c91-878ada6c6961 · outbound

This paper cites In: Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D., Yuan, Y.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Mukhopadhyay, A., Oksuz, I., Engelhardt, S., Mehrof, D., Yuan, Y

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.691048Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1214a039-e84e-4f9d-8b1e-99962fca0698 · outbound

This paper cites IEEE Transactions on Medical Imaging37(5), 1114–1126 (2018).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model IEEE Transactions on Medical Imaging37(5), 1114–1126 (2018)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.678295Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 024fc10e-d5fe-43b5-973a-455b12859694 · outbound

This paper cites In: Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J., Zhang, C.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J., Zhang, C

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.665406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4b38accb-69dc-4ca0-af6f-defe82ef65eb · outbound

This paper cites In: Linguraru, M.G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K., Schnabel, J.A.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Linguraru, M.G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K., Schnabel, J.A

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.652648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09adf293-656a-403a-a086-c900886bdacd · outbound

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

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.353156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4aa0745f-807b-432d-8a28-bf098c88bf0f · outbound

This paper cites Proceedings of the AAAI Conference on Artificial Intelligence32(1) (Apr 2018).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Proceedings of the AAAI Conference on Artificial Intelligence32(1) (Apr 2018)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.633263Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7323cfcb-da85-4cae-bf89-268cabeb49d8 · outbound

This paper cites Nature medicine 25(1), 37–43 (2019).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Nature medicine 25(1), 37–43 (2019)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.618845Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba0df617-d781-4166-9f06-3d6d9acdccdb · outbound

This paper cites an unresolved cited work.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:20:59.606171Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3ca5c62c-8f2c-414d-bac0-a372ed10fc9f · outbound

This paper cites Bora: Biomedical Generalist Video Generation Model.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Bora: Biomedical Generalist Video Generation Model

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.369251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 49f11a5c-700a-4d02-8aea-5ef8d601b749 · outbound

This paper cites Survey of Ophthalmology 64(4), 570–578 (2019) Ophora 11.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Survey of Ophthalmology 64(4), 570–578 (2019) Ophora 11

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.592230Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation aa443475-7de0-4076-88d6-778f9eefc61b · outbound

This paper cites Towards Accurate Generative Models of Video: A New Metric & Challenges.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Towards Accurate Generative Models of Video: A New Metric & Challenges

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.377978Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ec226da-63be-4fe0-9cdf-4a2771443826 · outbound

This paper cites Nature Medicine30(5), 1257–1268 (2024).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Nature Medicine30(5), 1257–1268 (2024)

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.577736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation eb0c56ac-fb28-4c95-9779-57df3b59a444 · outbound

This paper cites Qwen2.5 Technical Report.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Qwen2.5 Technical Report

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.387141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9ba16a96-90b3-4ebf-a2b3-b29c389757a8 · outbound

This paper cites CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model CogVideoX: Text-to-Video Diffusion Models with An Expert Transformer

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.391230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91d70731-3006-458b-8fe0-2ca56bc0fade · outbound

This paper cites In: Linguraru, M.G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K., Schnabel, J.A.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model In: Linguraru, M.G., Dou, Q., Feragen, A., Giannarou, S., Glocker, B., Lekadir, K., Schnabel, J.A

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.563227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 18505131-d29c-4310-9b3f-65356bff427a · outbound

This paper cites Proceedings of the IEEE109(1), 43– 76 (2021).

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Proceedings of the IEEE109(1), 43– 76 (2021)

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T22:20:59.539201Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation f31eb4f7-91b8-464d-b99c-288f58bc9d7e · outbound

This paper cites an unresolved cited work.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Unresolved cited work

Reference 316

Resolution: unresolved; no resolver link, observed 2026-08-15T22:20:59.399363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d48262e1-1178-4ebe-b323-2ebeb6c5687a · outbound

This paper cites an unresolved cited work.

Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model Unresolved cited work

Reference 2024

Resolution: unresolved; raw_fallback, observed 2026-08-15T22:20:59.716763Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation ff8f41ed-ee90-444b-8c11-12c610c9dc87 · inbound

RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions cites this paper.

RetinaLogos: Fine-Grained Synthesis of High-Resolution Retinal Images Through Captions Ophora: A Large-Scale Data-Driven Text-Guided Ophthalmic Surgical Video Generation Model

Reference 15

Resolution: metadata mismatch; local_arxiv, observed 2026-08-15T20:28:45.098955Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.