Paper Citation Record · LEDGER

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology

As of 6 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 0 inbound Pith citation observations for arXiv:2603.03030.

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

pith.paper-citation-record.v1
2603.03030 v2

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-02T19:14:16.811618Z

measured 33 of 33 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+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

33 of 33 outbound references displayed

verified exact0
verified fuzzy0
unresolved33
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 294af26b-7f45-413a-8a79-3353d3f88cf4 · outbound

This paper cites Annals Oncol.(2025).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Annals Oncol.(2025)

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:11.926656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293a6793-bdbb-405b-adf4-eda9920928c3 · outbound

This paper cites medicine28, 154–163 (2022).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology medicine28, 154–163 (2022)

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:11.958703Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9b376e4-6cd8-4d29-9a05-be7ea1469f47 · outbound

This paper cites J.et al.Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.Cancer cell41, 1650–1661 (2023).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology J.et al.Transformer-based biomarker prediction from colorectal cancer histology: A large-scale multicentric study.Cancer cell41, 1650–1661 (2023)

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.033939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddd94676-f6e6-4220-8dec-037f8dbf5ceb · outbound

This paper cites Medicine31, 3002–3010 (2025).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Medicine31, 3002–3010 (2025)

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.132599Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44634651-c1d0-46ec-b0f4-79ec144e7bc9 · outbound

This paper cites Heal.7(2025).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Heal.7(2025)

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.201239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e0bf72b-6efe-4642-97cd-140e25ddaa83 · outbound

This paper cites medicine29, 135–146 (2023).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology medicine29, 135–146 (2023)

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.274259Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1617c29b-4bce-4712-8bb2-80752915ce0e · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.392442Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 365e73a1-e450-4782-8d07-d4afc00e6f98 · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.512608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03ff7cef-c2d8-44cd-a4b5-2659766627e0 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology DINOv2: Learning Robust Visual Features without Supervision

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.662677Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7079ba61-4987-4305-8205-928f455a89f2 · outbound

This paper cites InInternational conference on machine learning, 8748–8763 (PmLR, 2021).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology InInternational conference on machine learning, 8748–8763 (PmLR, 2021)

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.812979Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a619522-7d93-48b7-9a2b-0ef31f50084c · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:12.962201Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e1a1db0-6e02-408a-b1af-bcb119f7bc31 · outbound

This paper cites 17.Lu, M.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology 17.Lu, M

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:13.176970Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 87a6ca4b-aaa7-431d-a1f8-a272ad263ebd · outbound

This paper cites J.et al.Towards a general-purpose foundation model for computational pathology.Nat.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology J.et al.Towards a general-purpose foundation model for computational pathology.Nat

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:13.392129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c031b05d-217b-454e-bfab-036d17d65fe6 · outbound

This paper cites medicine30, 2924–2935 (2024).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology medicine30, 2924–2935 (2024)

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:13.591314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d0b2c92d-a00e-4842-b5b2-f6be8497b964 · outbound

This paper cites Commun.16, 2366 (2025).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Commun.16, 2366 (2025)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:13.803432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8ae7a6cb-654e-42bd-bbec-4e393fa4b378 · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:13.953517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0668afb4-bc4c-4711-bff5-d62b4cd4eff0 · outbound

This paper cites A Survey of Pathology Foundation Model: Progress and Future Directions.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology A Survey of Pathology Foundation Model: Progress and Future Directions

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:14.095292Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 432b8b0c-931d-4dbb-b0bb-86dfe36f39f9 · outbound

This paper cites PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:14.286931Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0249d48-1a89-4eef-a15a-212690ba45ec · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:14.435920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0c8c6a7-9fa0-4418-b33c-3e475fd629f6 · outbound

This paper cites Commun.16, 3640 (2025).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Commun.16, 3640 (2025)

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:14.582524Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a7536d7-22eb-48c3-84a6-4860873f16a6 · outbound

This paper cites Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:14.731373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5f434bf4-923c-4b7c-b23f-33bcb6c1fecc · outbound

This paper cites Y .et al.Data-efficient and weakly supervised computational pathology on whole-slide images.Nat.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Y .et al.Data-efficient and weakly supervised computational pathology on whole-slide images.Nat

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:14.949516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afa2ec68-8ea1-4f4f-aad9-cf4307a838a9 · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:15.184030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c595115-8a8d-4751-9aff-331773dc9716 · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:15.360165Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 046d352b-3a07-4297-bd86-fcbc74b592df · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:15.605583Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32901948-36d5-448e-a328-8117472f238c · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:15.771588Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 93f2714b-52ad-44b9-9b28-fed4396dfc46 · outbound

This paper cites 35, 159–182 (2024).

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology 35, 159–182 (2024)

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:15.939927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c74e9aa1-a78e-428d-b036-a84b903bcc56 · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:16.116912Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4a22b743-c954-4eef-b7df-83b9851899fb · outbound

This paper cites 40.Xu, Y .et al.A multimodal knowledge-enhanced whole-slide pathology foundation model.Nat.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology 40.Xu, Y .et al.A multimodal knowledge-enhanced whole-slide pathology foundation model.Nat

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:16.279665Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b16cd3c3-402d-4ab8-908c-30f3507e676b · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:16.407724Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 32610273-18f7-49ed-a0a1-34d35802540b · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:16.563876Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c710a692-7d7d-4f7c-ae90-6b22c604c600 · outbound

This paper cites an unresolved cited work.

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:16.675453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e44a8fc9-fecb-48cf-9c36-ddfb42035f8e · outbound

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

BRIGHT: A Collaborative Generalist-Specialist Foundation Model for Breast Pathology An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T19:14:16.811618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.