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Paper Citation Record · LEDGER

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images

As of 23 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 2 inbound Pith citation observations for arXiv:2506.19681.

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

pith.paper-citation-record.v1
2506.19681 v1

Coverage vector

measured 82 of 82 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:33:10.121138Z

measured 84 of 84 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T13:12:51.232605Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-06-29T19:33:54.379159Z

Reference resolution

82 of 82 outbound references displayed

  • verified exact1
  • verified fuzzy49
  • unresolved31
  • parse uncertain0
  • malformed identifier1
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 444dad70-6250-4581-93cf-6906586c65bc · outbound

This paper cites Signal transduction targeted therapy6, 1–48 (2021).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Signal transduction targeted therapy6, 1–48 (2021)

Reference 1

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 32579309-fd33-4b11-aa56-bb02660b88a4 · outbound

This paper cites & Chen, Y.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Chen, Y

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-15T18:33:09.821284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 56d1cc2f-efff-4446-b440-f72b6dd5448c · outbound

This paper cites N., Halama, N.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images N., Halama, N

Reference 3

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 60d2adf1-5e8d-43d5-ba25-892ebfeef195 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 4

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 9685bda0-4631-4f7d-8d53-cf3e984c41f1 · outbound

This paper cites Medicine1–12 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Medicine1–12 (2024)

Reference 5

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 72cb02e6-5317-4e73-9a03-7b9a1e4a7ba3 · outbound

This paper cites P.et al.Quantifying the expanding landscape of clinical actionability for patients with cancer.Cancer Discov.14, 49–65 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images P.et al.Quantifying the expanding landscape of clinical actionability for patients with cancer.Cancer Discov.14, 49–65 (2024)

Reference 6

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation edf31e3f-30c3-42ab-ab32-4671345388d8 · outbound

This paper cites Medicine27, 1553–1563 (2021).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Medicine27, 1553–1563 (2021)

Reference 7

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation c5986784-fbb5-4e7c-be96-fa4e291cc733 · outbound

This paper cites H.et al.A multilineage screen identifies actionable synthetic lethal interactions in human cancers.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images H.et al.A multilineage screen identifies actionable synthetic lethal interactions in human cancers.Nat

Reference 8

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 703e12bb-4da0-4ed9-ab02-4b0d498b26c5 · outbound

This paper cites N.et al.Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images N.et al.Deep learning can predict microsatellite instability directly from histology in gastrointestinal cancer.Nat

Reference 9

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 7c7ff30a-abaf-4c71-9d4d-b216302ba99e · outbound

This paper cites medicine30, 85–97 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images medicine30, 85–97 (2024)

Reference 10

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation e05adbc9-bc6a-4e18-857b-aff580e49fc7 · outbound

This paper cites N.et al.Pan-cancer image-based detection of clinically actionable genetic alterations.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images N.et al.Pan-cancer image-based detection of clinically actionable genetic alterations.Nat

Reference 11

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 563cb8cb-fbde-4b8b-98ae-143c547b031e · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 12

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 0026a8c8-24fd-4a67-8bb2-3c791008744c · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 13

Resolution
unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.864232Z digest=sha256:9b88f1ed0e92b4f0c8a38a7b7d555b4ae13f9c33e3a24c3bc275e0acdffcd72b

Observation e00613a1-0027-4a98-b0e8-fab777017d25 · outbound

This paper cites Medicine1–12 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Medicine1–12 (2024)

Reference 14

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.868069Z digest=sha256:d722376600c1d97bda0a307c1f931a8492f718a4036a2e0c46f8a782142d23e0

Observation 613b237b-3dba-4e10-a826-b032d7472eca · outbound

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

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images J.et al.Towards a general-purpose foundation model for computational pathology.Nat

Reference 15

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:33:09.871715Z digest=sha256:aebabb7878415c4fc6d7363656654332aeb46ace6b6f58efbb3496792ffb569e

Observation d7af8751-7471-475d-92c8-59f791bafd53 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 16

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.942102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a349708b-43da-42fc-9c9f-8d62c5ee175c · outbound

This paper cites Y .et al.A visual-language foundation model for computational pathology.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Y .et al.A visual-language foundation model for computational pathology.Nat

Reference 17

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.878299Z digest=sha256:57b9311a77cf15b021f9364dae5e070e0de2ad7b4a3452d21fbc8b8abe145826

Observation 4b833dc1-7b02-414e-8b43-8c90c78ff695 · outbound

This paper cites E.et al.Prevalence and heterogeneity of kras, braf, and pik3ca mutations in primary colorectal adenocarcinomas and their corresponding metastases.Clin.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images E.et al.Prevalence and heterogeneity of kras, braf, and pik3ca mutations in primary colorectal adenocarcinomas and their corresponding metastases.Clin

Reference 18

Resolution
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 070e9390-772a-4fc4-b34d-80309e58b6d3 · outbound

This paper cites M.et al.Generalizable biomarker prediction from cancer pathology slides with self- supervised deep learning: A retrospective multi-centric study.Cell reports Medicine4(2023).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images M.et al.Generalizable biomarker prediction from cancer pathology slides with self- supervised deep learning: A retrospective multi-centric study.Cell reports Medicine4(2023)

Reference 19

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 5aad6b95-1835-4fcc-9ecf-f05dacc43594 · outbound

This paper cites & Vashist, A.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Vashist, A

Reference 20

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.900280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.888834Z digest=sha256:370387d05ae376e56c6c432f15976c28d83152b15037e7635c81c2d482571c80

Observation 8baee900-4db8-4cd5-8772-82c6885e67d6 · outbound

This paper cites & Vapnik, V.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Vapnik, V

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.889919Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation a43eca76-bd92-43e0-a9fc-484dac86faec · outbound

This paper cites N.et al.Comprehensive molecular characterization of urothelial bladder carcinoma.Nature 507, 315–322 (2014).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images N.et al.Comprehensive molecular characterization of urothelial bladder carcinoma.Nature 507, 315–322 (2014)

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.880032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.895680Z digest=sha256:f022d7bb73e8328303825bb70aee128c151b52bc6b3f708607da6bc7c0e1c9d5

Observation 3d3a92b8-db06-416d-b4c3-abe253f98975 · outbound

This paper cites C.et al.Comprehensive molecular portraits of human breast tumours.Nature490, 61–70 (2012).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images C.et al.Comprehensive molecular portraits of human breast tumours.Nature490, 61–70 (2012)

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.869698Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 71b58e0e-1889-4390-89d9-07775523d54c · outbound

This paper cites medicine21, 1350–1356 (2015).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images medicine21, 1350–1356 (2015)

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.859681Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.902800Z digest=sha256:a844a52f2104b89e8391660c6fa9efdf06684766b799801dfd42cd6d244fab5d

Observation 00ff149c-ec3c-42f5-8bc7-ad86d0d7ba14 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.849838Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.906258Z digest=sha256:d68d6420ac6e18f9b1e8933d910a441f6a7f9dd5e4fde0ce40c15c4e14bdd1bc

Observation 9c6f4f18-58e3-46da-bc69-345adf83bf36 · outbound

This paper cites S.et al.Comprehensive genomic characterization of head and neck squamous cell carcinomas.Nature517, 576–582 (2015).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images S.et al.Comprehensive genomic characterization of head and neck squamous cell carcinomas.Nature517, 576–582 (2015)

Reference 27

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 05d99994-ddd0-46c7-89d9-656652894f27 · outbound

This paper cites J.et al.Comprehensive molecular characterization of clear cell renal cell carcinoma.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images J.et al.Comprehensive molecular characterization of clear cell renal cell carcinoma

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.829765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation 19ff0d71-b9fa-4fde-a3f8-5cd8c1f44e0f · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.819582Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

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Observation cd8a29b3-eb32-4eba-82a0-d62ecc446194 · outbound

This paper cites Cell169, 1327–1341 (2017).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Cell169, 1327–1341 (2017)

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.809612Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.921746Z digest=sha256:5e7bbf868e7af2984dc2e34018c6bf5ba215d83d97788149cf8932eb416ab298

Observation 3ddd0002-5d6b-467b-9766-6b04940837c9 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.798947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.925413Z digest=sha256:dfe403bb6e076879d36c71f3d8bd327911ef5e245d5878bf0a29e40cc4aad42d

Observation 298908ee-34c6-4ad4-85ff-3d8c1a74412a · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.788895Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.929110Z digest=sha256:7a2bd298b3067f1f22ffe211bfc862d3fd2fb546884f367129e96430d05f114d

Observation 9057d40a-c5e6-4e66-baad-7fce31083469 · outbound

This paper cites A.et al.Integrated genomic characterization of endometrial carcinoma.Nature497, 67–73 (2013).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images A.et al.Integrated genomic characterization of endometrial carcinoma.Nature497, 67–73 (2013)

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.777894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.932654Z digest=sha256:1f84f557dba9e0ab86d41c50a1a5c091762835d4531d3bbce6cb00b69d633cbc

Observation fe7c2178-b21b-457c-8358-adbb7257aaca · outbound

This paper cites J.et al.Connecting genomic alterations to cancer biology with proteomics: the nci clinical proteomic tumor analysis consortium.Cancer discovery3, 1108–1112 (2013).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images J.et al.Connecting genomic alterations to cancer biology with proteomics: the nci clinical proteomic tumor analysis consortium.Cancer discovery3, 1108–1112 (2013)

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.767754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.936392Z digest=sha256:da2538246090bb6845ffbe28f192c0ebf46b348d6fda0c139e72311d452fbbde

Observation e3084d5c-0d29-49dc-9022-92cace96bb6c · outbound

This paper cites Data 9, 55 (2022).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Data 9, 55 (2022)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.757127Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.939982Z digest=sha256:effc7431f2f87def89faaea109d409add7d71cd84097268c50e204b0f2071681

Observation 8881adec-a24d-47e6-9793-0319accf84a0 · outbound

This paper cites J., Chowell, D.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images J., Chowell, D

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.746583Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.943825Z digest=sha256:c29fc81c80df773a6445575ea860f8f23d02db7790a06f97d9d4f4e6fc33f71e

Observation ffbbe52d-29b5-4899-a817-6b0936c2f9d3 · outbound

This paper cites Commun.15, 4690 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Commun.15, 4690 (2024)

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.736482Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.947741Z digest=sha256:3e6c0ada4767ef42a64b8d3140a177165ee0d0a3027a4e623900b3cea42afc04

Observation cf085c68-57c3-4091-ad3d-aab38ad777dc · outbound

This paper cites & Welling, M.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Welling, M

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-15T18:33:09.951300Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:33:09.951300Z digest=sha256:1f55aca0c096d4c4bf92bd44dc449ec09a103c38cb4b2d2c4ef2b8152aea884f

Observation 0c559314-fc71-4644-b113-f8b481b652f5 · outbound

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

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Y .et al.Data-efficient and weakly supervised computational pathology on whole-slide images

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.719740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.954676Z digest=sha256:37cf57cb98f405f3d6da2a47e07ec2fde52eefece12b555c3070c8e64bbf3d4b

Observation e501a0d7-002c-474d-83e7-ad18cfa90290 · outbound

This paper cites InProceedings of the IEEE/CVF conference on computer vision and pattern recognition, 18802–18812 (2022).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images InProceedings of the IEEE/CVF conference on computer vision and pattern recognition, 18802–18812 (2022)

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.710041Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.958190Z digest=sha256:2b90e984e31a6a79e7dacd3ae93dfed869287091ec711e4b94de89e29de57bfe

Observation 68fb6c7c-7f43-4445-b894-ee87ebbeebf8 · outbound

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

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images neural information processing systems34, 2136–2147 (2021)

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.699695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.961613Z digest=sha256:275f1677344be97976df02cc810001596a0e4ac3662c6538017a1a5e210e7dd1

Observation 5389b61c-324d-4360-8a59-5a87fa017ea1 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.688896Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.964911Z digest=sha256:590fb95e72326c83cbd38cc4fc0fa1a6414a3069841744dd49d4671ed5db8e4c

Observation a9909fd6-3f89-44ee-9b54-0bf4ffd30a2d · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.678409Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.971051Z digest=sha256:dd3231f64ac160b7638135232baca64a4a64f9b69aa5c1f790b22bbcf5ef5264

Observation 491dbd45-6717-4720-aa98-3aeeaf796efc · outbound

This paper cites C.et al.Discrimination and calibration of clinical prediction models: users’ guides to the medical literature.Jama318, 1377–1384 (2017).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images C.et al.Discrimination and calibration of clinical prediction models: users’ guides to the medical literature.Jama318, 1377–1384 (2017)

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.668489Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.974331Z digest=sha256:ac2c0e5d38a90defe5a87d4b3e0ee4cb579d59b93983aa36dadc5863afea640d

Observation e12374b5-d558-4bd6-a0f0-dc03ef4db15d · outbound

This paper cites Y .et al.From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Y .et al.From whole-slide image to biomarker prediction: end-to-end weakly supervised deep learning in computational pathology.Nat

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.658391Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.978065Z digest=sha256:2f7b0285d7b066456e60f825ab4483844cd62cc553b84ddf8f5a8309459d8c6e

Observation 3ac1f70e-0fe3-4abc-9e31-053a2143e60c · outbound

This paper cites K.et al.Deep learning in cancer genomics and histopathology.Genome Medicine16, 49 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images K.et al.Deep learning in cancer genomics and histopathology.Genome Medicine16, 49 (2024)

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.648091Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.981305Z digest=sha256:9242fbf730285ab3067ae54eb5fc5a3c075ec22072d8e555c613d66f867d9259

Observation b0afd986-5090-4413-8cbd-e42a758989e6 · outbound

This paper cites D.et al.Oncogenic braf, unrestrained by tgf β-receptor signalling, drives right-sided colonic tumorigenesis.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images D.et al.Oncogenic braf, unrestrained by tgf β-receptor signalling, drives right-sided colonic tumorigenesis.Nat

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.637746Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.984744Z digest=sha256:62e170d250c1b27ad7866b31da0e875aafec9e48b72fd53fa2bc8fee654232aa

Observation 93ee1511-4be2-4a5a-8e03-e431f0b61a11 · outbound

This paper cites cancer17, 1–14 (2018).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images cancer17, 1–14 (2018)

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.627106Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.988398Z digest=sha256:95e29d0a847b8094ad51d84dbedc9ac71afb8fb8ea424afb29c841786d4c9ee2

Observation dde97eb2-a061-426a-adbf-bfff581d8d5c · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.616512Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.992101Z digest=sha256:2b1138f59518c13bc6ee8d67c6a640c90b5606c50ccb5d20adbd5831a4a342ac

Observation 076c5855-00d7-44d7-8d46-bb758df1fa01 · outbound

This paper cites medicine24, 1559–1567 (2018).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images medicine24, 1559–1567 (2018)

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.606856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.995876Z digest=sha256:315aa805fc7c5d7e135c66bfbf6466137ff6ef59e0526ceac086ca41177c5fc0

Observation 46ab629c-8dd2-4709-badd-3b9623d70dae · outbound

This paper cites Image Analysis94, 103143 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Image Analysis94, 103143 (2024)

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.596773Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:09.999780Z digest=sha256:2fa81da1de9c50103741e4f959c9d8767cd4763ebacbb4e0f000d88f90b0309a

Observation 6eeb38db-e5f2-40ef-9c71-a1120b4904b1 · outbound

This paper cites CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Models.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images CellViT++: Energy-Efficient and Adaptive Cell Segmentation and Classification Using Foundation Models

Reference 53

Resolution
unresolved
no resolver link, observed 2026-08-15T18:33:10.006719Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:33:10.006719Z digest=sha256:25b601607643a28eda59c50393ab9c76ac15ccd28dd760f43b94fdf6192852e8

Observation b11cc120-e5fa-42c6-8617-815cff68a225 · outbound

This paper cites F.et al.Intra-tumour diversification in colorectal cancer at the single-cell level.Nature556, 457–462 (2018).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images F.et al.Intra-tumour diversification in colorectal cancer at the single-cell level.Nature556, 457–462 (2018)

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.586265Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.011653Z digest=sha256:8f7a3a70a0a8131c77368443388b67b2e080694d13ec80e88bc1e8e93bf86c83

Observation a35c9c9f-1f21-4de4-873b-dc0ae5d271df · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 55

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.574984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.015602Z digest=sha256:a9daaa8c94b97f9ee90b1f7a297976e7dd50de5ff7b7532b6ab5c44b7143e4ba

Observation 8eceeefa-8653-45eb-aba0-b594585401b4 · outbound

This paper cites J.et al.Single-cell analysis reveals prognostic fibroblast subpopulations linked to molecular and immunological subtypes of lung cancer.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images J.et al.Single-cell analysis reveals prognostic fibroblast subpopulations linked to molecular and immunological subtypes of lung cancer.Nat

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.564139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.019644Z digest=sha256:ae0764440ffdde30c61cc513aff93d7ce4caabe6f3fab121229d4aa0dcaa002c

Observation 11c0f04a-2b02-40c8-bb7d-ef811bd32931 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 57

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.553753Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.023574Z digest=sha256:5ac02194310d2c500137bb811fae12e713a1dc8d89d12ba0c1bac16dec922488

Observation 01591585-2202-4566-9bc0-f60e2b4c9a80 · outbound

This paper cites & Yan, Q.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Yan, Q

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.543785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.027188Z digest=sha256:7ca0c35b8f8825017351401858ef6e60b41e7312d328b6b1891de4c1b4d8b9eb

Observation b58c402f-aacf-4b2c-945b-bf082f6b87df · outbound

This paper cites C.et al.Non-canonical functions of snail drive context-specific cancer progression.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images C.et al.Non-canonical functions of snail drive context-specific cancer progression.Nat

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Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.532487Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.030843Z digest=sha256:aa1b5b5f60b4ef261950569392ea3a90d51740b06701621c1da7feee73a2bcf9

Observation b81a558b-2477-4a5c-b0b4-ff8228877b2f · outbound

This paper cites & Virshup, D.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Virshup, D

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.522028Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.034773Z digest=sha256:4c40e0ae7ea9a66c66b25db7229baf856eee8d169d4242b7191127b028750f22

Observation 661eb9ee-0a25-47ae-a36e-329f1158866f · outbound

This paper cites E.et al.Determining the erk-regulated phosphoproteome driving kras-mutant cancer.Science 384, eadk0850 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images E.et al.Determining the erk-regulated phosphoproteome driving kras-mutant cancer.Science 384, eadk0850 (2024)

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.511455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.038377Z digest=sha256:b8c2c91e756101a10cd7f0dfb79e6a8486e414684a2005a7417f938bb078b8cb

Observation 9d8a96c6-e2db-44bd-a051-f51c03ce5ecf · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.500558Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.042008Z digest=sha256:6bfdca54e9e5f0934ca8ea13ac7c829310f9aa72ca1e353a55d5696c9523d46d

Observation fc0b8406-de0d-4551-a87f-4bf7478edb4b · outbound

This paper cites for Immunother.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images for Immunother

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.489648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.045897Z digest=sha256:30837d013f7c20422a83a69fae312f451a06ae55ae0634fa60899a0adb30ddf2

Observation a57540bc-7424-4942-ba66-a9bf0d1bf864 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 64

Resolution
unresolved
no resolver link, observed 2026-08-15T18:33:10.049411Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-15T18:33:10.049411Z digest=sha256:9497ca649b59947e73bb826616eb5ca84b161f6901f57a4a636de824839c0d28

Observation a111ff4c-0dbe-4a97-b7cb-cd91127af463 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.472002Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.052981Z digest=sha256:dba4d181919a1ee4c79ad8da3be11459e571d237fb1fc0fb8f2258457eda91ee

Observation 19e6e08b-478a-43b5-9941-fd3f230d839a · outbound

This paper cites medicine25, 1534–1539 (2019).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images medicine25, 1534–1539 (2019)

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.461503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.056577Z digest=sha256:cded427a28a226b9be67852e0027178566103519008e38c7aa65f9fb6fe28ece

Observation 4f3dcb8c-1348-4966-b82a-1f45a2ee7c53 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.451129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.060088Z digest=sha256:983187794c44cb633b9041c7cd8c055723521516acecc6b32bfe1c8cb6d5aed0

Observation bdfe755b-a51b-4c4a-a58c-9119adafd714 · outbound

This paper cites an unresolved cited work.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-15T18:33:10.441058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.063537Z digest=sha256:8b970723529134167b24ab1d2c76f51ff7a6d90ba0a0154e6226e918fdabe280

Observation dc631796-bf48-4b36-b3e0-cb451a6156eb · outbound

This paper cites & Ishiguro-Watanabe, M.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Ishiguro-Watanabe, M

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-15T18:33:10.430774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-15T18:33:10.066714Z digest=sha256:542a4c37bdf8649ae821f947d10f3fee99cd42f6d6e067a846304308da0d43e7

Observation 7e08f644-7262-4c21-8163-e480c4a01f52 · outbound

This paper cites & Chen, H.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Chen, H

Reference 70

Resolution
unresolved
no resolver link, observed 2026-08-15T18:33:10.070456Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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This paper cites & Chen, H.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images & Chen, H

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 73

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This paper cites K., Ovchinnikov, S.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images K., Ovchinnikov, S

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Unresolved cited work

Reference 75

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images J.et al.Visualizing and interpreting cancer genomics data via the xena platform.Nat

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This paper cites InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 11343–11352 (2024).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images InProceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 11343–11352 (2024)

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Reference 79

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This paper cites neural information processing systems32(2019).

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images neural information processing systems32(2019)

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images M.et al.Explainable machine-learning predictions for the prevention of hypoxaemia during surgery.Nat

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Individual comparisons by ranking methods

Reference 82

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This paper cites Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation

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Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images A Multimodal Knowledge-enhanced Whole-slide Pathology Foundation Model

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This paper cites N.et al.The cancer genome atlas pan-cancer analysis project.Nat.

Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images N.et al.The cancer genome atlas pan-cancer analysis project.Nat

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Pith citing papers

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A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation cites this paper.

A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images

Reference 30

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A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation cites this paper.

A Clinically Validated Foundation Model for Comprehensive Lung Pathology Interpretation Genome-Anchored Foundation Model Embeddings Improve Molecular Prediction from Histology Images

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