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Paper Citation Record · LEDGER

MOOZY: A Patient-First Foundation Model for Computational Pathology

As of 5 August 2026, this Paper Citation Record lists 100 of 105 outbound references and 2 inbound Pith citation observations for arXiv:2603.27048.

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

pith.paper-citation-record.v1
2603.27048 v3

Coverage vector

measured 100 of 105 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-07-13T17:15:51.142086Z

measured 102 of 102 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T02:19:58.287663Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-06-30T15:34:48.068393Z

Reference resolution

100 of 105 outbound references displayed

  • verified exact11
  • verified fuzzy0
  • unresolved84
  • parse uncertain0
  • malformed identifier5
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 6d08d87c-4674-4f20-b205-809195c62e15 · outbound

This paper cites arXiv preprint arXiv:2602.03998 (2026).

MOOZY: A Patient-First Foundation Model for Computational Pathology arXiv preprint arXiv:2602.03998 (2026)

Reference 1

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:670f55fe8c2478e03ea5b9ed4edced85d083175e7dc8bd8bac3b731507736ba1

Observation 9aea603a-7d40-4545-945e-b6b86cf39b52 · outbound

This paper cites IEEE Transactions on Medical Imaging38(2), 550–560 (2019).https://doi.org/10.1109/TMI.2018.2867350.

MOOZY: A Patient-First Foundation Model for Computational Pathology IEEE Transactions on Medical Imaging38(2), 550–560 (2019).https://doi.org/10.1109/TMI.2018.2867350

Reference 2

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:429d8e87e879286752a639555e57187105b16201b80e8f2a01a48f6245803c1f

Observation 75de4432-fc2d-4a15-88e0-9b339eccb8b4 · outbound

This paper cites Jama318(22), 2199–2210 (2017).

MOOZY: A Patient-First Foundation Model for Computational Pathology Jama318(22), 2199–2210 (2017)

Reference 3

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:ec26d6de7c1e421303a2e91ace6400f484ae25a1a0a39375f83d10d94dab07f1

Observation c64e3ff0-4673-4531-aa47-fe229e567395 · outbound

This paper cites arXiv preprint arXiv:2512.21331 (2025).

MOOZY: A Patient-First Foundation Model for Computational Pathology arXiv preprint arXiv:2512.21331 (2025)

Reference 4

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:cd70c63896d676d63d39a45fbc682e237f103a53320eccbb5e716ba2d02b9cfe

Observation a8c592aa-644d-43b3-ae59-11560e32ec57 · outbound

This paper cites Journal of Clinical Oncology42(30), 3550–3560 (oct 2024).https://doi.org/10.1200/ JCO.23.02641,https://doi.org/10.1200/JCO.23.02641.

MOOZY: A Patient-First Foundation Model for Computational Pathology Journal of Clinical Oncology42(30), 3550–3560 (oct 2024).https://doi.org/10.1200/ JCO.23.02641,https://doi.org/10.1200/JCO.23.02641

Reference 5

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doi, observed 2026-07-13T17:19:46.772879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:a97cd32848a22d3e13498b5652481d1bd93476343b9d72485a6ce04c6c1334e7

Observation ed4008fc-6052-492d-bdec-ab6687f3c11c · outbound

This paper cites co / bioptimus / H - optimus-1.

MOOZY: A Patient-First Foundation Model for Computational Pathology co / bioptimus / H - optimus-1

Reference 6

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:ecbc8fdda7da9889bef5cd352bcc57c08536593fb00f7ff5122ad55c03606627

Observation 24f5b02f-8e14-419a-9ebc-cf54110a7e1e · outbound

This paper cites Database2022(jan 2022).https://doi.org/10.1093/database/baac093, https://doi.org/10.1093/database/baac093.

MOOZY: A Patient-First Foundation Model for Computational Pathology Database2022(jan 2022).https://doi.org/10.1093/database/baac093, https://doi.org/10.1093/database/baac093

Reference 7

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doi, observed 2026-07-13T17:19:46.788218Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:0731b1ab415c599c4f5988f0c4be1ed192c5d610dccb13626984a5ec7234b580

Observation 6c583d4d-f43e-4712-bb85-d59ed3344423 · outbound

This paper cites Advances in neural information processing systems33, 1877–1901 (2020).

MOOZY: A Patient-First Foundation Model for Computational Pathology Advances in neural information processing systems33, 1877–1901 (2020)

Reference 8

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:4402409b052a620a49746f76afb322babb0c26eaf30f4711489f1ee7206f1c12

Observation b3243051-68db-4569-9ed2-5266e651bf53 · outbound

This paper cites Nature medicine28(1), 154–163 (2022).https://doi.org/10.1038/s41591-021-01620- 2.

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature medicine28(1), 154–163 (2022).https://doi.org/10.1038/s41591-021-01620- 2

Reference 9

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doi_truncated, observed 2026-07-13T17:19:46.819441Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:221deb5c7a843e72466fefc90be1a100538584b99ecdd1ada7a5acc86b4a3108

Observation 2c4dd0a8-dd5c-44ea-8c50-1c1b7b609eea · outbound

This paper cites Nature medicine25(8), 1301–1309 (2019).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature medicine25(8), 1301–1309 (2019)

Reference 10

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:62168a7180c8c003fa2a970153a2897b9b60b94bfaadbaeddc9cdacf9fcf81b4

Observation b2652184-4b3e-4e5a-b27f-2ebea02f7603 · outbound

This paper cites Advances in neural information processing systems33, 9912–9924 (2020).

MOOZY: A Patient-First Foundation Model for Computational Pathology Advances in neural information processing systems33, 9912–9924 (2020)

Reference 11

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:4583f486fa0163f4d7c92e7fac005e6af8a19679f82359420226e36395712415

Observation 6575b455-1ef4-4e25-925e-7e67f08497fc · outbound

This paper cites In: Proceedings MOOZY: A Patient-First Foundation Model for Computational Pathology 17 of the IEEE/CVF international conference on computer vision.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings MOOZY: A Patient-First Foundation Model for Computational Pathology 17 of the IEEE/CVF international conference on computer vision

Reference 12

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:c585e5ad655b83beabc45ab63fe99c712ebf75b42ade0b906d35a64eb654f0f3

Observation f4b79797-e713-4d8d-b042-693e85d08a4d · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 13

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:f39075dff7fa93891d9940e7c87b8322773f2023531f7e87edf5ff3d5b66abf7

Observation bc08ca2b-300d-4bdd-b4fc-0b5b9fbfdcb6 · outbound

This paper cites Nature medicine30(3), 850–862 (2024).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature medicine30(3), 850–862 (2024)

Reference 14

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:94b8a8149bc3329076b803094757ac728211be4f983073979119225555e10432

Observation f24c0e52-ee17-495b-9205-494f18a74a9b · outbound

This paper cites In: International conference on machine learning.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International conference on machine learning

Reference 15

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:ddbe10c26db251b020817eff445fa4299a835c8c0378c00a3b7d11d9d6a2abb7

Observation d339a266-d089-4bd7-8196-0112bf280100 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceed- ings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 16

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:e7c1576ae6eef3dde6e22f2235c469bb7532facbd8ed32fd0e0caeb2f8fabc8e

Observation defda5fb-3c97-4ad5-a2fc-6a4b393d9ba2 · outbound

This paper cites Nature medicine25(10), 1519–1525 (2019).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature medicine25(10), 1519–1525 (2019)

Reference 17

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:f8da69c689cef9b4c769022d4d9c1deb9bfd3e23148bf914e9b9f1ac8f6ba590

Observation 124d5b51-f11a-4cc4-99a7-a65389697bd9 · outbound

This paper cites In: The Twelfth International Conference on Learning Representations (2024),https://openreview.net/forum?id=2dnO3LLiJ1.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: The Twelfth International Conference on Learning Representations (2024),https://openreview.net/forum?id=2dnO3LLiJ1

Reference 18

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:b176ea02874f606dca0cecc8a9e77b9afa9b50e5a24414680f96fbd14377afa5

Observation fd242692-f0fd-4259-9bd9-d8fa5708c4ae · outbound

This paper cites LongNet: Scaling Transformers to 1,000,000,000 Tokens.

MOOZY: A Patient-First Foundation Model for Computational Pathology LongNet: Scaling Transformers to 1,000,000,000 Tokens

Reference 19

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Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:62b37c8b643d606dabbecfb8af5cffb97385d2fdf7f79ca538a7e911d9f7628a

Observation 8b824418-28f8-4b27-8ba2-e0299ec73a41 · outbound

This paper cites Multimodal Whole Slide Foundation Model for Pathology.

MOOZY: A Patient-First Foundation Model for Computational Pathology Multimodal Whole Slide Foundation Model for Pathology

Reference 20

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:74b2a88a13ffd04e5baccb3e80374651fa3b81780ee6af58cd8cce0cd0c4b770

Observation c55b7ad2-1847-4eab-9e70-d6a449626c52 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 21

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:a9cc72ba90eb189b6b50a9ba0caac9e07a755f1530fd40e2d351840f7e124289

Observation 67adc68b-a7f7-4153-bf9f-741e57f9101c · outbound

This paper cites Journal of Proteome Research14(6), 2707–2713 (2015).

MOOZY: A Patient-First Foundation Model for Computational Pathology Journal of Proteome Research14(6), 2707–2713 (2015)

Reference 22

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:6c2575ffe19c9ee6333b6612208354e6ba6f1189def4e832851659200fca4a8b

Observation e217e4c7-1269-4747-bff1-6bf113a593f5 · outbound

This paper cites Distilling foundation models for robust and efficient models in digital pathology.

MOOZY: A Patient-First Foundation Model for Computational Pathology Distilling foundation models for robust and efficient models in digital pathology

Reference 23

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:36fba76c7f6676ddb2ece024e4c81ab69fbafe421d459e8007881dd20dbcef01

Observation 61ed7c07-4401-4b0d-88cc-9a9a886668bd · outbound

This paper cites medRxiv (2023).

MOOZY: A Patient-First Foundation Model for Computational Pathology medRxiv (2023)

Reference 24

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:1fe92d952b060b6eded5ef87942b0b154c3753c4f2f58d1f5475a72c8527cbb9

Observation d81f30d2-05b3-4ab1-bff9-091618824313 · outbound

This paper cites Phikon-v2, A large and public feature extractor for biomarker prediction.

MOOZY: A Patient-First Foundation Model for Computational Pathology Phikon-v2, A large and public feature extractor for biomarker prediction

Reference 25

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:d2b262182d1753948bd79ebceb0789a31c4b08e0a766ed52b184615e31558bd9

Observation 3ed01fbe-40fe-459f-91a7-b116c047afa9 · outbound

This paper cites npj Breast Cancer8(1), 28 (mar 2022).https: 18 Kotp et al.

MOOZY: A Patient-First Foundation Model for Computational Pathology npj Breast Cancer8(1), 28 (mar 2022).https: 18 Kotp et al

Reference 26

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verified exact
doi, observed 2026-07-13T17:19:46.810358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:919546d5127bd75e2ed9f8864592feb441a1783f48a0f3bbe4cc3def95f1ba26

Observation 15bbab6c-d1ee-48a6-80aa-42c4d1984502 · outbound

This paper cites Advances in neural information processing systems33, 21271–21284 (2020).

MOOZY: A Patient-First Foundation Model for Computational Pathology Advances in neural information processing systems33, 21271–21284 (2020)

Reference 27

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:b1a875047c6eaa497bf42b004a20124595b18f9a1b3c79a3e1cf6610752295c5

Observation 7b2a880e-af24-401c-8021-c81461c2c756 · outbound

This paper cites Nature Genetics45(6), 580–585 (2013).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature Genetics45(6), 580–585 (2013)

Reference 28

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:f977b04b27718b2646fe61e0aadc473a79ab7f7728ad94ecceda807c1a4c3d07

Observation 540d064a-70cc-4657-b6bc-7b71bd6a715c · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

MOOZY: A Patient-First Foundation Model for Computational Pathology Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 29

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:6fe04f64bc8e6c2c778e0ed4967073617cce029fd3b4227ac60db4eeaedcde6a

Observation 1df05680-13f4-4457-9211-003154a07f52 · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 30

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:27a9bc90a41018bb0fa6f0e3a052d4a1300db3e62b4c327809aeeca93145df06

Observation 51489a84-8984-40c7-bb14-41b123b4764e · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 31

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:8d4bbbc2bb12932d9db9663f91863339b3f9f54870f11015f7b51a9c9d4a783b

Observation 9df18bf6-32d9-4eab-8a61-0b292dd9b127 · outbound

This paper cites Gaussian Error Linear Units (GELUs).

MOOZY: A Patient-First Foundation Model for Computational Pathology Gaussian Error Linear Units (GELUs)

Reference 32

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:ee0192597917284c183dc428041790e519f538c4680ffee092aaf49887303091

Observation cc6350c9-77f9-45fb-8d5f-1fced617bec1 · outbound

This paper cites Training Compute-Optimal Large Language Models.

MOOZY: A Patient-First Foundation Model for Computational Pathology Training Compute-Optimal Large Language Models

Reference 33

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:926bc0026f88418a99115dc47700d3cfafb52203edd5f81a5fd32846aaa2be47

Observation 5f20a0b7-5d10-47de-8669-1fd9370283ba · outbound

This paper cites Journal of Pathology Informatics15, 100357 (2024).

MOOZY: A Patient-First Foundation Model for Computational Pathology Journal of Pathology Informatics15, 100357 (2024)

Reference 34

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:4b5c632376c573a9a16adeabb7d1fbca2f5badf6f00cedde3fa380958916ec75

Observation c11f401f-68b6-45cd-8fde-18ffc7891f16 · outbound

This paper cites A self-supervised framework for learning whole slide representations.

MOOZY: A Patient-First Foundation Model for Computational Pathology A self-supervised framework for learning whole slide representations

Reference 35

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:d6a631b69afd236e1ccb35783699279526fbd6458bbae4919b52ccaf0d1ca195

Observation 1a51ba5e-1bf1-41af-8892-dc271de9a11f · outbound

This paper cites Medical Image Analysis97, 103289 (2024).

MOOZY: A Patient-First Foundation Model for Computational Pathology Medical Image Analysis97, 103289 (2024)

Reference 36

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:9a2a3e2b84ab94bd9db8790c33766d8655fbda9a6278876e16c0c5b191850765

Observation 0a39edc0-2fc0-41fa-990e-4fe7edd3d969 · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 37

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:85387fe8d90c3a82aca77c7523f0d39218639455c15f4e883c7b08ecd696d80d

Observation f5ec4e90-4e80-4399-a118-ea8a5ae6ae87 · outbound

This paper cites In: International conference on machine learning.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International conference on machine learning

Reference 38

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:8de8d698bc80777b470bf2422c7d341cbeb3b1af0795f4790e7ee26fb4954d87

Observation e2f9bb4d-3427-4414-b400-f978fb432068 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2024)

Reference 39

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:720006c4a8f6d2fedab94313c714f1709a180602c85be998893535ce979d6b39

Observation 9ed511fd-a7f5-46b5-ad4b-fe6bfa470d49 · outbound

This paper cites Song, A., J.

MOOZY: A Patient-First Foundation Model for Computational Pathology Song, A., J

Reference 40

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:57957ea23ae2cbd82d96a91ffd087cc3f0addf508312db80734ab1e521e2133f

Observation 2a588410-5188-41a6-bf0c-8cc5cfefe677 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF Con- ference on Computer Vision and Pattern Recognition

Reference 41

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:04a81354309b7f2e1b7b76763b985fe1c66632ed26364956344093d533a6c4cc

Observation f7098668-3424-4fb5-b444-6cfddf4fbd15 · outbound

This paper cites Scaling Laws for Neural Language Models.

MOOZY: A Patient-First Foundation Model for Computational Pathology Scaling Laws for Neural Language Models

Reference 42

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:07909c2a91b770af942814bb7d74299d3fef0bda7bc1d8e54f7432a33a039d1e

Observation 54b60432-9195-4c1f-8a5b-2e3c45aaf800 · outbound

This paper cites Training state-of-the-art pathology foundation models with orders of magnitude less data.

MOOZY: A Patient-First Foundation Model for Computational Pathology Training state-of-the-art pathology foundation models with orders of magnitude less data

Reference 43

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:532a32daf050973d7f98b2d35b8aedafdcc2e23b7d76a538c918eaf7f23aeb84

Observation fb43036c-e49c-4331-a261-a8842fec639a · outbound

This paper cites Nature cancer1(8), 789–799 (2020).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature cancer1(8), 789–799 (2020)

Reference 44

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:96ab25d80e60cb8f01d906941daad38c4668578f0f3d6cd43df1b2ddb3e0cf6f

Observation e03d5eb6-dd0c-4383-9311-7a7e56116515 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF international conference on computer vision

Reference 45

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:21d819bea0f50bef62760d809fb9b1817675622735f26e18a8be4ca99f162a95

Observation 8037d674-eb72-4631-b15e-321099703d42 · outbound

This paper cites Problemy Peredachi Informatsii23(2), 9–16 (1987).

MOOZY: A Patient-First Foundation Model for Computational Pathology Problemy Peredachi Informatsii23(2), 9–16 (1987)

Reference 46

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:2c12fdb68d1477eb5d975fd3428b0ef11e16cfc5f4c21ab745ff9f428edf6cba

Observation 7f24e2de-bcab-45fb-8f09-9196903f0e68 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops

Reference 47

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:8fbc2537fbe4ff4bf858ea43224c1e3d911865c9a5269cfa0d33f4f38cde6e12

Observation 46729f14-d761-4c45-9909-9bf48aa3b8b3 · outbound

This paper cites 5281/zenodo.15081614.

MOOZY: A Patient-First Foundation Model for Computational Pathology 5281/zenodo.15081614

Reference 48

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verified exact
doi, observed 2026-07-13T17:19:46.759072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:814b3eb53cac7e454f1979e23e842014ebfcd1fc46a96fd61768216325e86058

Observation b6e68341-6547-4b27-956f-1b7414f66616 · outbound

This paper cites In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2025).

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (2025)

Reference 49

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:ce3aed971d407cef32d81be1a84cc1ed2899ebb94773c85084e3eeb91b88f48f

Observation a8153ac3-73ec-4dca-bd0b-9c9093d71ccd · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF conference on computer vision and pattern recog- nition

Reference 50

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:64fc622e02b67037297b4cdede4916000c2d475069f7076f9e93c0b973bbd4c5

Observation c09c2da4-9977-46d4-89fb-3e63ca1aeb9b · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Proceedings of the IEEE/CVF conference on computer vision and pattern recognition

Reference 51

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:caa5cea9c35c7ebc8dc34aa5c07efdd27063492c5e101658b2ab4dad7dff7eca

Observation ae38bab3-0dfe-441d-ba7a-aef7b54da41e · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 52

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:06e74d2e8cc91385164d97af18d3a4001ad8de781598048bc97b49a7e4e7f1a0

Observation f54f3311-2220-46f1-958e-586cceaaefad · outbound

This paper cites A Foundational Multimodal Vision Language AI Assistant for Human Pathology.

MOOZY: A Patient-First Foundation Model for Computational Pathology A Foundational Multimodal Vision Language AI Assistant for Human Pathology

Reference 53

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:2a42eb51a1ec4e399825be199b5f40c8f66bf789c90df02f5a528f3f0f8390e8

Observation 9e91398f-a806-45de-9489-a49f83452e63 · outbound

This paper cites Nature medicine30(3), 863–874 (2024).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature medicine30(3), 863–874 (2024)

Reference 54

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:c5100ce5c90fa756ce06273a5cf43220f960dbfbd5a561577623e1d4ff8c8933

Observation 052c7649-a0ac-4620-a0c8-993a7d21f3a5 · outbound

This paper cites Nature biomedical engineering5(6), 555–570 (2021).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature biomedical engineering5(6), 555–570 (2021)

Reference 55

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:0f5cffe9df66d58b03ff5861baa88dde6185924feb9d9f6e0a17be5a3b8fd8d8

Observation 85b3cd1a-1a15-4081-bfde-c35b695e8662 · outbound

This paper cites Journal of Machine Learning Research9(86), 2579–2605 (2008).

MOOZY: A Patient-First Foundation Model for Computational Pathology Journal of Machine Learning Research9(86), 2579–2605 (2008)

Reference 56

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:276d20de9359d0d8fc21adabd4241bb55ef4e390ad25dd7bc219c3bd87c3050b

Observation fa5aad88-e768-4420-bf7d-e647ca5ea8ee · outbound

This paper cites UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction.

MOOZY: A Patient-First Foundation Model for Computational Pathology UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Reference 57

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:226f9bc8268c1b0ce779b67a4c3452c6a6fc5b61151db74e9347b6f6b50d7dd2

Observation 74e04551-b161-46cb-9b86-3d2bda95d5b9 · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 58

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:94d65d6b5cd4f1e02e19f50df956d1bcac9d950730e90fd7245b0b1f16f56994

Observation 4bcad9d9-d9e0-4ca5-8a90-4bfc7bd76afd · outbound

This paper cites Hibou: A Family of Foundational Vision Transformers for Pathology.

MOOZY: A Patient-First Foundation Model for Computational Pathology Hibou: A Family of Foundational Vision Transformers for Pathology

Reference 59

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:321387440fec43a8248790f01fcfb860ea785fc7fe895432ed3645e763c71944

Observation c5933a74-bd34-4b22-9e3e-e8c346251835 · outbound

This paper cites npj Precision Oncology8(1), 56 (2024).https://doi.org/10.1038/s41698- 024-00539-4,https://doi.org/10.1038/s41698-024-00539-4.

MOOZY: A Patient-First Foundation Model for Computational Pathology npj Precision Oncology8(1), 56 (2024).https://doi.org/10.1038/s41698- 024-00539-4,https://doi.org/10.1038/s41698-024-00539-4

Reference 60

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doi_truncated, observed 2026-07-13T17:19:46.805824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:f6ffd196660e0c67f588b3db861be44daeb04858630850b186597805605d386c

Observation 69485cbb-da79-44f6-9834-81dd8f5ddc15 · outbound

This paper cites Cancers14(10), 2489 (2022).https://doi.org/10.3390/cancers14102489,https://doi.org/10.

MOOZY: A Patient-First Foundation Model for Computational Pathology Cancers14(10), 2489 (2022).https://doi.org/10.3390/cancers14102489,https://doi.org/10

Reference 61

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:4b539753c158b394266051009b2e5acf62d076fbe9a8bd62485e9a7b4397b415

Observation 0e2482f1-7a3f-4cb1-abc4-cc721ce3031b · outbound

This paper cites arXiv preprint arXiv:2507.05742 (2025).

MOOZY: A Patient-First Foundation Model for Computational Pathology arXiv preprint arXiv:2507.05742 (2025)

Reference 62

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:49e180a2f32530ffd342375bc605e34fc42acf9c847e5a3880c749a26f61f0f6

Observation 968f6ac3-9011-42c8-bbea-0c88d9d31519 · outbound

This paper cites Computers in Biology and Medicine186, 109621 (2025).

MOOZY: A Patient-First Foundation Model for Computational Pathology Computers in Biology and Medicine186, 109621 (2025)

Reference 63

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:3c754cb35cd90ae1374946d500b02b4b2e32f383ce72ab76b93bdce03f3d4df8

Observation dfbfa90d-12d1-4756-90c7-d857df9c8b6e · outbound

This paper cites Scientific Re- ports13(1), 3970 (mar 2023).https://doi.org/10.1038/s41598-023-30497-z.

MOOZY: A Patient-First Foundation Model for Computational Pathology Scientific Re- ports13(1), 3970 (mar 2023).https://doi.org/10.1038/s41598-023-30497-z

Reference 64

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doi, observed 2026-07-13T17:19:46.800664Z

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:f27c29acc2577893fe560994ca7f89d990aa41369cf8fc8b1b597cda2ef99eda

Observation 011f8275-08d0-45db-ae20-511ec0bf048f · outbound

This paper cites Scientific Reports11(1), 1–15 (2021).https://doi.org/10.1038/s41598-021-93746-z,https://doi.

MOOZY: A Patient-First Foundation Model for Computational Pathology Scientific Reports11(1), 1–15 (2021).https://doi.org/10.1038/s41598-021-93746-z,https://doi

Reference 65

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:c9820d9147b2f2d138fe8ffeeec5d16df1394f46730de0cde0e8df639710709a

Observation 226de200-78aa-40ac-9ba1-54927fe35dc6 · outbound

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

MOOZY: A Patient-First Foundation Model for Computational Pathology DINOv2: Learning Robust Visual Features without Supervision

Reference 66

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:249f9f33ad0fd3dcfdcba48a4c1e64aef6d76ad6ff20037bfc64b1489bc35905

Observation c552df4f-cec4-449a-b004-f21f2cca8ced · outbound

This paper cites Cytometry Part A91(11), 1078–1087 (oct 2017).https://doi.org/10.1002/cyto.a.23244, https://doi.org/10.1002/cyto.a.23244.

MOOZY: A Patient-First Foundation Model for Computational Pathology Cytometry Part A91(11), 1078–1087 (oct 2017).https://doi.org/10.1002/cyto.a.23244, https://doi.org/10.1002/cyto.a.23244

Reference 67

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:91a90955d8939b751282fae28fc992d7630774b7cd4f9d2b8dfec2f9a9bba227

Observation 0833bab9-e9a4-419f-a451-dae6041343cb · outbound

This paper cites In: International Conference on Learning Representations (2022).

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International Conference on Learning Representations (2022)

Reference 68

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:bad6c2109279701cde111c2a13f0cc87d913e4c6715254631881cb2ead669889

Observation 12ab2093-ed20-46db-a055-5651949376c9 · outbound

This paper cites plus.c.5983795.v1,https://doi.org/10.25452/figshare.plus.c.5983795.

MOOZY: A Patient-First Foundation Model for Computational Pathology plus.c.5983795.v1,https://doi.org/10.25452/figshare.plus.c.5983795

Reference 69

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no resolver link, observed 2026-07-13T17:15:51.142086Z

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:f80c028a6af82cc895cb36617e8fb3ab68dbdbdc56929189977faf86f919b91b

Observation 3b1051d4-b5a1-4038-9733-45495bd26d6e · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

MOOZY: A Patient-First Foundation Model for Computational Pathology SAM 2: Segment Anything in Images and Videos

Reference 70

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:84d2a532749bc6adc07961f9edda2a51068b70bb61d845b45afe0391454d8a8f

Observation b4bc67c9-0ca5-423a-81e4-a4742df19080 · outbound

This paper cites Scientific Data9(1), 55 (2022).https://doi.org/10.1038/s41597- 022-01157-0,https://doi.org/10.1038/s41597-022-01157-0.

MOOZY: A Patient-First Foundation Model for Computational Pathology Scientific Data9(1), 55 (2022).https://doi.org/10.1038/s41597- 022-01157-0,https://doi.org/10.1038/s41597-022-01157-0

Reference 71

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:3ef579e91d5c110551054b93e2844a6b0b95701c16c60d864d41507a13a799e4

Observation d334d75a-2ab7-4a93-b174-307ce87acd60 · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 72

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verified exact
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Source-reported events for the cited work

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:b71a7f135267f92831456f7f3ee74235742ff44cdde89dbf6e92e9deb7835aab

Observation 7037c6db-3bf2-4774-8507-76a97bafd0ac · outbound

This paper cites In: International Conference on Learning Representations (2019).

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International Conference on Learning Representations (2019)

Reference 73

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Observation 4314dced-3d26-4a0f-bc37-f47fe4a290aa · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 74

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Observation c9420291-6b9a-4291-bf9d-fb32cc7d9bac · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 75

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Observation 9c220cf2-60c2-4997-b3f5-e1185ab7cb82 · outbound

This paper cites PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology.

MOOZY: A Patient-First Foundation Model for Computational Pathology PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology

Reference 76

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Observation 839fd0cb-2d5e-48ff-a736-965042510e37 · outbound

This paper cites Proceedings of Machine Learning Research, vol.

MOOZY: A Patient-First Foundation Model for Computational Pathology Proceedings of Machine Learning Research, vol

Reference 77

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:8bc7fac3824b9807e8528879bfad84ae62705117abe7d83e8affb986d61b729a

Observation 71045d13-91f8-40f2-829f-54d89dadfca5 · outbound

This paper cites Advances in neural information processing systems34, 2136–2147 (2021).

MOOZY: A Patient-First Foundation Model for Computational Pathology Advances in neural information processing systems34, 2136–2147 (2021)

Reference 78

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:161811bef6b75da4f51f55a57eb245ba0630e82dcb81ad9fe3119f8c764d043f

Observation 7c258856-7410-480e-9913-99a06200f01d · outbound

This paper cites DINOv3.

MOOZY: A Patient-First Foundation Model for Computational Pathology DINOv3

Reference 79

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:b37b9a8f1d5b7180ce71ea82e18f735df338090c885315343c04ab4c90f20760

Observation 8fcc1c6b-1810-43dc-a33d-f2d43f10825b · outbound

This paper cites The Lancet395(10221), 350–360 (2020).

MOOZY: A Patient-First Foundation Model for Computational Pathology The Lancet395(10221), 350–360 (2020)

Reference 80

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:1c961dc94ffea70454ce99cf5241778619e811231e7ddb6cf802ebb041bc5cb8

Observation b7d49e72-b83d-4837-aa5b-07c123912494 · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 81

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:2b63c8ff1a20261258495767e6bcce5bd3673ad0fd90dda36d030a6477f95fc2

Observation ecebdf8c-26d7-43e4-87c1-f8592536fe80 · outbound

This paper cites In: 2016 IEEE Conference on Com- puter Vision and Pattern Recognition (CVPR).

MOOZY: A Patient-First Foundation Model for Computational Pathology In: 2016 IEEE Conference on Com- puter Vision and Pattern Recognition (CVPR)

Reference 82

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:03b4d73da8b4e680f3a7381cbc5a8e57595de8b4941e36ac334854ada735006b

Observation 832481af-3590-4df4-9e17-aa7e62d7583f · outbound

This paper cites an unresolved cited work.

MOOZY: A Patient-First Foundation Model for Computational Pathology Unresolved cited work

Reference 83

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:bffadc51fb27e7e666e762dd928b99bcfefb95020b6b37912dfb851689fecf04

Observation 759179f3-0fb7-4b64-b9c9-21db6af6924d · outbound

This paper cites In: 2021 IEEE/CVF International Conference on Com- 22 Kotp et al.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: 2021 IEEE/CVF International Conference on Com- 22 Kotp et al

Reference 84

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:358b688f19469901cc097b2aac180134fec79c71b17249427ea896f91f0c0d0d

Observation 4ee9f0db-1cbb-4093-a60f-57be5d77d13a · outbound

This paper cites Molecular-driven Foundation Model for Oncologic Pathology.

MOOZY: A Patient-First Foundation Model for Computational Pathology Molecular-driven Foundation Model for Oncologic Pathology

Reference 85

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:1002c81b64ed1423b6b602dcdba98e4e7508ad35d071b6b938f8baafda3e982b

Observation 60bac04d-a935-4bd7-92d5-1ae87ce9b5ea · outbound

This paper cites In: Advances in neural infor- mation processing systems.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: Advances in neural infor- mation processing systems

Reference 86

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:50e99a2a537e0236690fcd17efed45daccdbaa7b2d9c3e408d7d29f450be9adf

Observation c45b7673-eacb-4ace-8a76-e622130c10db · outbound

This paper cites Virchow: A Million-Slide Digital Pathology Foundation Model.

MOOZY: A Patient-First Foundation Model for Computational Pathology Virchow: A Million-Slide Digital Pathology Foundation Model

Reference 87

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:d715f99d1558f6d5903e2fcca09b14f16a760065c38de331176ba0588c785714

Observation fd425748-da8e-47da-9233-216c7fd7464c · outbound

This paper cites In: International Conference on Machine Learning.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International Conference on Machine Learning

Reference 88

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:3691d5af7e45f8135c12cc25ae48d614bf79045aaafcaa88247fe6db6f2892b7

Observation 911f9144-fca4-400d-ac01-fe92945d900d · outbound

This paper cites Nature634(8035), 970–978 (2024).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature634(8035), 970–978 (2024)

Reference 89

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:1ed4b1fb2c5ced4f34bbceb5b047af8fb4b51e35fc152403eda80839d259f760

Observation 165c81a2-6f5f-4e45-9b79-8d1763f94236 · outbound

This paper cites Emergent Abilities of Large Language Models.

MOOZY: A Patient-First Foundation Model for Computational Pathology Emergent Abilities of Large Language Models

Reference 90

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Observation 63a86508-3709-46e9-b0c0-31628de32d3a · outbound

This paper cites Scientific reports9(1), 1–8 (2019).

MOOZY: A Patient-First Foundation Model for Computational Pathology Scientific reports9(1), 1–8 (2019)

Reference 91

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:e83f4efb733fcd0d06554fe03bd3104147a6911728011f90e85e5f70bbb71498

Observation 9051f81a-0d51-4588-b988-5106d90cb729 · outbound

This paper cites In: International Conference on Artificial Intelli- gence in Medicine.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International Conference on Artificial Intelli- gence in Medicine

Reference 92

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:314c071c13ab70e0e7cc13fd6c5a7bb7cdea262316f8aab8c2775c1ee6e81f9f

Observation 03c42a8e-e5f9-4740-88b8-c2ceea9b0592 · outbound

This paper cites medRxiv (2020).https://doi.org/10.1101/2020.09.29.20199711, https://www.medrxiv.org/content/10.1101/2020.09.29.20199711v1.

MOOZY: A Patient-First Foundation Model for Computational Pathology medRxiv (2020).https://doi.org/10.1101/2020.09.29.20199711, https://www.medrxiv.org/content/10.1101/2020.09.29.20199711v1

Reference 93

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:2bcb1033af23451999a2a5172184e06e64fedfe497b8c1c24d9fa0ef737162e9

Observation c5daef1d-d166-4119-9f4a-b23e629f3ae5 · outbound

This paper cites Nature (2025).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature (2025)

Reference 94

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Observation cb56bd15-804f-4f7f-8336-ecd32eef248d · outbound

This paper cites In: International Conference on Learning Rep- resentations (2023).

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International Conference on Learning Rep- resentations (2023)

Reference 95

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:508156eda03d24548ca5d8f72054597143fe9274de8791423e351a4f6470ffa1

Observation 72b9c27e-1a6a-447a-b074-44e84dd169b5 · outbound

This paper cites Nature630(8015), 181–188 (2024).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature630(8015), 181–188 (2024)

Reference 96

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:e1cae52c05d390d93f97349f571014403cdedc5e9a8409d98803a88a9f4c4214

Observation 083ba368-3b27-4f04-8834-89686b08313d · outbound

This paper cites Nature (2024) MOOZY: A Patient-First Foundation Model for Computational Pathology 23.

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature (2024) MOOZY: A Patient-First Foundation Model for Computational Pathology 23

Reference 97

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:7736ccd8e62cc70f711a2f2b826309fbf269e597d0966c257f51e4234893d5d0

Observation 95695eaf-22e9-426f-937c-79488269f302 · outbound

This paper cites Nature Communications16, 11406 (2025).

MOOZY: A Patient-First Foundation Model for Computational Pathology Nature Communications16, 11406 (2025)

Reference 98

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:afe1088bab6b009ab1f690216964fd4012a79bd04a8e0c943f6e7f3fb79bd08c

Observation 1d78fdb7-3678-48d6-8122-a594fddd7101 · outbound

This paper cites PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks.

MOOZY: A Patient-First Foundation Model for Computational Pathology PathOrchestra: A Comprehensive Foundation Model for Computational Pathology with Over 100 Diverse Clinical-Grade Tasks

Reference 99

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:a02d7b9e4bfdcfb7d84d82c778821ce12a560678c05cde763391585e9ce22927

Observation c6432150-7f5b-4b83-b53e-0577efee2c69 · outbound

This paper cites In: International Conference on Machine Learning.

MOOZY: A Patient-First Foundation Model for Computational Pathology In: International Conference on Machine Learning

Reference 100

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source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:7044254cb754737c654d7602755b326e8eb41ebf9129cc96ff66c23235b751e6

Pith citing papers

Observation 9f4b7c82-baed-425e-b46f-5243d299c840 · inbound

CRISP -- Clustering-Based Redundancy-Reduced Instance Sampling for Pathology Case Representation and Retrieval cites this paper.

CRISP -- Clustering-Based Redundancy-Reduced Instance Sampling for Pathology Case Representation and Retrieval MOOZY: A Patient-First Foundation Model for Computational Pathology

Reference 18

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No event found in the named queried sources as of 2026-08-05T06:32:48.257954+00:00.

source=pdf_text observed=2026-06-30T15:28:16.263292Z digest=sha256:60a7b9d05fae8c18e1b7f7b412bb074e84d4985ecbb9bdc237bf3a3e75f4244b

Observation 9e677715-2603-4c63-b4a0-0dd6ce8ea80c · inbound

Beyond Counts: A Distributional Robustness Margin For Pathology Foundation Models cites this paper.

Beyond Counts: A Distributional Robustness Margin For Pathology Foundation Models MOOZY: A Patient-First Foundation Model for Computational Pathology

Reference 18

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source=pdf_text observed=2026-08-01T02:19:58.287663Z digest=sha256:5779226fc929996a29545700d554e69d4c4599c0b85e871123657097df46ea74