Paper Citation Record · LEDGER

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion

As of 16 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2608.01370.

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

pith.paper-citation-record.v1
2608.01370 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-06T00:17:36.222366Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-16T06:30:59.297886+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

25 of 25 outbound references displayed

verified exact0
verified fuzzy16
unresolved8
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cd7d0c21-787c-480d-b43b-63ca581a946c · outbound

This paper cites Nature Medicine28(1), 154–163 (2022).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature Medicine28(1), 154–163 (2022)

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:40.223025Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 3c1d1120-fee1-4100-8ef5-ad6a5ca7b7e5 · outbound

This paper cites Nature Medicine30(3), 850–862 (2024).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature Medicine30(3), 850–862 (2024)

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:34.184200Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b37f971a-8d3a-4160-be81-0b9ee0d4408f · outbound

This paper cites Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Self-Supervision Closes the Gap Between Weak and Strong Supervision in Histology

Reference 3

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 88e6e68b-03cf-483a-ad58-9f3e035413d1 · outbound

This paper cites In: 2009 IEEE conference on computer vision and pattern recognition.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion In: 2009 IEEE conference on computer vision and pattern recognition

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:34.340193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation eeb8bd7c-f3fe-4b78-a83d-8a33000cf339 · outbound

This paper cites IEEE Transactions on Medical Imaging (2025).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion IEEE Transactions on Medical Imaging (2025)

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:39.973978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9f59fde5-94c3-4c64-9141-c32c6d82c250 · outbound

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

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Phikon-v2, A large and public feature extractor for biomarker prediction

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:34.507301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d1865de2-058b-4d74-b4ab-7add29ddca5a · outbound

This paper cites bioRxiv pp.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion bioRxiv pp

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:39.736726Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation a05e131f-15c5-49e7-91b6-85b9adb71de0 · outbound

This paper cites In: Proceedings of the Computer Vision and Pattern Recognition Conference.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion In: Proceedings of the Computer Vision and Pattern Recognition Conference

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:39.500667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e68969e9-db20-4348-a229-7ff2dbfe2ef7 · outbound

This paper cites Medical Image Analysis101, 103437 (2025).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Medical Image Analysis101, 103437 (2025)

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:39.239963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 95a3cb4f-734e-4302-94a3-7f59541e50dd · outbound

This paper cites In: International Conference on Machine Learning.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion In: International Conference on Machine Learning

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:34.896892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 739f67d3-7477-4f75-a92d-48ec9f6b4273 · outbound

This paper cites Advances in Neural Information Process- ing Systems37, 53798–53833 (2024).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Advances in Neural Information Process- ing Systems37, 53798–53833 (2024)

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:38.937774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 72d6767f-cf09-4360-8082-af7cedd754d5 · outbound

This paper cites Computers in Biology and Medicine190, 110031 (2025).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Computers in Biology and Medicine190, 110031 (2025)

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:38.614112Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2422766a-b25b-4753-9a8c-31c64198ba4e · outbound

This paper cites In: Pro- ceedings of the Computer Vision and Pattern Recognition Conference.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion In: Pro- ceedings of the Computer Vision and Pattern Recognition Conference

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:38.289104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation ac492ea9-29e9-46b9-851d-4430bc1176c8 · outbound

This paper cites Nature Medicine30(3), 863–874 (2024) Synergistic Interactions among Pathology FMs via AdaFusion 11.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature Medicine30(3), 863–874 (2024) Synergistic Interactions among Pathology FMs via AdaFusion 11

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:38.027996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 5810b7c0-149c-4cee-9cb2-4b3bcdab722b · outbound

This paper cites Nature Biomedical Engineering5(6), 555–570 (2021).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature Biomedical Engineering5(6), 555–570 (2021)

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:37.695846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation be19c2a6-24ea-4743-a0ca-6e1638a83190 · outbound

This paper cites Transactions on Machine Learning Research Journal (2024).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Transactions on Machine Learning Research Journal (2024)

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:35.456504Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60860c71-b005-47fd-a379-6783a7638914 · outbound

This paper cites an unresolved cited work.

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Unresolved cited work

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:35.535212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b6d01d76-a9bf-4b4c-9e7f-d835607f50dd · outbound

This paper cites Nature Medicine30(4), 1174– 1190 (2024).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature Medicine30(4), 1174– 1190 (2024)

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:37.384397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation c87579fe-9c27-4461-a685-bc9b72bf9e1e · outbound

This paper cites Na- ture Medicine30(10), 2924–2935 (2024).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Na- ture Medicine30(10), 2924–2935 (2024)

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:37.246672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 2b009cb1-d4ce-4372-a654-603d0d27556f · outbound

This paper cites Medical Image Analysis99, 103342 (2025).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Medical Image Analysis99, 103342 (2025)

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:37.053713Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 45c9e853-c5a6-4704-a540-65cba0d34ebb · outbound

This paper cites Medical Image Analysis81, 102559 (2022).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Medical Image Analysis81, 102559 (2022)

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:36.891592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation 9fddab85-40d3-4c5f-ae50-f704cd2ba8fb · outbound

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

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature634(8035), 970–978 (2024)

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:36.760853Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation af169ae1-972e-41f2-b6cf-335230450cdb · outbound

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

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature630(8015), 181–188 (2024)

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:35.993575Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95a1d3da-9914-4b89-b2a5-85440225dd30 · outbound

This paper cites Nature Communications (2025).

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Nature Communications (2025)

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-06T00:17:36.601064Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-16T06:30:59.297886+00:00.

Observation e8e70a60-733b-4d82-a6aa-29ca225c79d1 · outbound

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

Understanding Synergistic Interactions among Pathology Foundation Models via Adaptive Fusion Virchow2: Scaling Self-Supervised Mixed Magnification Models in Pathology

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T00:17:36.222366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.