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Paper Citation Record · LEDGER

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis

As of 20 August 2026, this Paper Citation Record lists 17 of 17 outbound references and 0 inbound Pith citation observations for arXiv:2509.06831.

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

pith.paper-citation-record.v1
2509.06831 v1

Coverage vector

measured 17 of 17 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-04T23:05:02.221208Z

measured 17 of 17 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

17 of 17 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved8
  • parse uncertain0
  • malformed identifier2
  • metadata mismatch3

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0b33f719-f1b7-4b26-86b0-2e46d22a6f38 · outbound

This paper cites Revisiting Feature Prediction for Learning Visual Representations from Video.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Revisiting Feature Prediction for Learning Visual Representations from Video

Reference 1

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unresolved
no resolver link, observed 2026-08-04T23:04:59.861109Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:59.861109Z digest=sha256:3cbf089749b5a5244e0144bfa23e615a8f8fe11cbc446bb2a7c0af68153af411

Observation fd38296f-756c-4419-82db-7b1ee6a4dcb2 · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 2

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unresolved
no resolver link, observed 2026-08-04T23:04:59.951974Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:04:59.951974Z digest=sha256:ca76111824e4bf9498c68e90f40eaa731df7149b8bdb39ed542f9646673220d6

Observation 0e8c7e71-1642-49a6-bb8e-6570bcb7b171 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:05:04.595810Z

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.

source=pdf_text observed=2026-08-04T23:05:00.118280Z digest=sha256:c5fadda9e1fc3848b652083ea90a17d9f9991eda121ebd3a9fcb00b96773dd9f

Observation 8acfe2cd-7d21-4a41-9ad9-61cbb151c497 · outbound

This paper cites an unresolved cited work.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Unresolved cited work

Reference 4

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unresolved
raw_fallback, observed 2026-08-04T23:05:04.409041Z

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.

source=pdf_text observed=2026-08-04T23:05:00.281763Z digest=sha256:ef5e6a9a27d19ee0045ff3a2cbea515de45285de17bc779a61f5fd43788a4cdf

Observation f601405a-8851-4351-bccd-08b4f897ec43 · outbound

This paper cites IEEE Reviews in Biomedical Engineer- ing pp.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis IEEE Reviews in Biomedical Engineer- ing pp

Reference 5

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metadata mismatch
arxiv_id, observed 2026-08-04T23:05:03.094545Z

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.

source=pdf_text observed=2026-08-04T23:05:00.396168Z digest=sha256:b5bf69eb489dc0decbad59430abced75298dfaf99ea01a8f6f6e3610e7254a5c

Observation 242ce84c-ec7b-47bd-bb69-3b9bfd5b9907 · outbound

This paper cites International Journal of Computer Assisted Radiology and Surgery (May 2024).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis International Journal of Computer Assisted Radiology and Surgery (May 2024)

Reference 6

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unresolved
no resolver link, observed 2026-08-04T23:05:00.506620Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.506620Z digest=sha256:b8ce5e99bc9aa4b075e973dbf59af28aedb0e0389bdf4558498439477c5676e7

Observation 4e44e674-e25c-4fec-a885-070effb24912 · outbound

This paper cites Scientific Data8, 101 (Apr 2021).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Scientific Data8, 101 (Apr 2021)

Reference 7

Resolution
malformed identifier
raw_fallback, observed 2026-08-04T23:05:04.224484Z

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.

source=pdf_text observed=2026-08-04T23:05:00.628776Z digest=sha256:978611ac245a93b76acc31b7cc4619a65f8f2d957fbea74b8643ace91829d11d

Observation 2f985d3e-9099-4895-bcf4-6f11e49b96d3 · outbound

This paper cites GP-VLS: A general-purpose vision language model for surgery.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis GP-VLS: A general-purpose vision language model for surgery

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-04T23:05:00.713882Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.713882Z digest=sha256:4140d5cc938ed25903b581ec2e6dcc2cd337fe2cc9cec2234cfd0e926e8d1a7b

Observation 77b64c83-b1b7-4929-88e1-f93dcdeb4135 · outbound

This paper cites Annals of Surgery258(1), 1 (Jul 2013).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Annals of Surgery258(1), 1 (Jul 2013)

Reference 9

Resolution
malformed identifier
no resolver link, observed 2026-08-04T23:05:00.822215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:00.822215Z digest=sha256:dd9d553bc4aef6a19b608c40f4109798c971e6887ead24d7961593b57c3920de

Observation e10b909d-26d5-4330-999d-57588bceecfb · outbound

This paper cites MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis MultiModN- Multimodal, Multi-Task, Interpretable Modular Networks

Reference 10

Resolution
metadata mismatch
local_arxiv, observed 2026-08-04T23:05:02.501261Z

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.

source=pdf_text observed=2026-08-04T23:05:00.920402Z digest=sha256:54120eaecaa6553ab4c67e94f87655e8aea2e87002f7485b5aaf38e25739d661

Observation 31101f77-39f6-40c3-8bd2-4ebda0868762 · outbound

This paper cites PLOS Digital Health2(7), e0000108 (Jul 2023).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis PLOS Digital Health2(7), e0000108 (Jul 2023)

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-04T23:05:04.024324Z

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.

source=pdf_text observed=2026-08-04T23:05:01.020863Z digest=sha256:95a0537c077c413dc1d8f53239ea6357f39f523e237a61764f28a5a42e369923

Observation b9d65472-cdad-4b18-9607-911df25b874f · outbound

This paper cites IEEE Transactions on Medical Imaging36(1), 86–97 (Jan 2017).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis IEEE Transactions on Medical Imaging36(1), 86–97 (Jan 2017)

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-04T23:05:01.103090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T23:05:01.103090Z digest=sha256:c505e6ca62878eb2806a8dff78f92906916372c6e38357086f4cb7d4bb66e034

Observation 9fc77449-5444-47b3-a878-9c85775bf0e6 · outbound

This paper cites In: Advances in Neural Information Processing Systems.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis In: Advances in Neural Information Processing Systems

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-04T23:05:03.822495Z

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.

source=pdf_text observed=2026-08-04T23:05:01.218531Z digest=sha256:c44a0517abba3bb8841594347583ebea48d7492b2d00523ee00e59795ee90da1

Observation 0f2c4b92-2d7e-4e27-a6fd-8959551a6e39 · outbound

This paper cites an unresolved cited work.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:05:03.621560Z

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.

source=pdf_text observed=2026-08-04T23:05:01.546222Z digest=sha256:602224147b6e3cd936b9246238692eccd77fc96b91015a5d2c42867257f2148c

Observation 08cf3e7e-4911-4dc3-9219-5fc1a417718e · outbound

This paper cites International Journal of Computer Assisted Radiology and Surgery19(7), 1409–1417 (Jul 2024).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis International Journal of Computer Assisted Radiology and Surgery19(7), 1409–1417 (Jul 2024)

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-04T23:05:03.442906Z

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.

source=pdf_text observed=2026-08-04T23:05:01.939119Z digest=sha256:9ccda3c1f5a459e3e2fd1f3b254628e5b144fb8891c43da9b84c9d1709c03d42

Observation 1605d19e-1e8d-43bf-bac9-e555ff934785 · outbound

This paper cites Medical Image Analysis105, 103644 (Oct 2025).

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Medical Image Analysis105, 103644 (Oct 2025)

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-08-04T23:05:02.804173Z

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.

source=pdf_text observed=2026-08-04T23:05:02.101034Z digest=sha256:eb2a9c102fbbfb174b565f0aac0515c27895ac9a719b3dc263bd1195226dea57

Observation 82029652-ef9c-44c9-b009-bf0c4d02c27d · outbound

This paper cites an unresolved cited work.

Leveraging Generic Foundation Models for Multimodal Surgical Data Analysis Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-04T23:05:03.246475Z

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.

source=pdf_text observed=2026-08-04T23:05:02.221208Z digest=sha256:4676ed3d7fbe2dfba33850cc1b9afc152536e0a576e9744568dc62888b3d1c72

Pith citing papers

No inbound Pith citation observations are available.