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Paper Citation Record · LEDGER

Molecular-driven Foundation Model for Oncologic Pathology

As of 17 August 2026, this Paper Citation Record lists 65 of 65 outbound references and 20 inbound Pith citation observations for arXiv:2501.16652.

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

pith.paper-citation-record.v1
2501.16652 v1

Coverage vector

measured 65 of 65 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T11:46:53.065576Z

measured 85 of 85 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 20 of 20 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T04:35:00.812410Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T19:28:52.304119Z

Reference resolution

65 of 65 outbound references displayed

  • verified exact1
  • verified fuzzy11
  • unresolved53
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 903e98ee-6137-4bee-a7cf-8a57baaf286d · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 1

Resolution
verified exact
doi, observed 2026-08-10T11:46:53.099664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.806211Z digest=sha256:1edfc5754a7d61dc2a4a22bf88cd71b4ba0242c38eb5fb04929ad831721d6a38

Observation 7e01fec2-5dee-4bcf-9190-855b12937399 · outbound

This paper cites & Ciompi, F.

Molecular-driven Foundation Model for Oncologic Pathology & Ciompi, F

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.860089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.811563Z digest=sha256:638eb8dfe77e3fc31f40130ac185f675fbb5852fee82c5920a993dfa0573f4cb

Observation 21714414-07d8-4879-9646-7182ba41c240 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 3

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.848398Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.816720Z digest=sha256:fcccc5f9534085e42443d5d22ff02d31a705818640de211f6f337b4e2dcafe04

Observation 99f3e569-7c4c-4b66-be33-bbf68ae9670e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.837620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.821429Z digest=sha256:eb0e4e91c5254231f01474a2c2628d36525016a02bcf4188b70d13a742b8b701

Observation d59e6164-c1a0-4b56-951d-6ac3e5fbb53e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 5

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.826862Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.825821Z digest=sha256:1639a0831aab3f588efe0dea5e032fdcff301e212d62500d9a5da21a5bbd0eed

Observation 66946056-46fb-4361-8fbc-a9cfd9190b17 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.830198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.830198Z digest=sha256:fb90e5add92decf4c143679ad47cb68bad26fe7e3ee4f8b333b8fee6ca7bb421

Observation bb0a22d3-a473-4038-b26c-49b8c4a9649e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 7

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.809427Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.834584Z digest=sha256:c8a6f17a7d952994ca28f5883345b4364095c6ef03ada9b60efc035d8bfa1a33

Observation fff5133f-ba12-4521-855c-6c5ac0f0bc72 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.797911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.838556Z digest=sha256:f2080e64a9232e2f8e7a5c9d086914ce119c4eabc631514fb0dd67d03a386123

Observation 9fb03ee1-0b94-4128-828e-28048516d280 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.786388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.842556Z digest=sha256:aa2836685a2eb439b4d3bb586c6e8ffea34e2b1e3084c316dc24b73c94d532b6

Observation b3b4e603-87a6-4cb8-ad63-10bb97d6bf3d · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 10

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.774181Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.846985Z digest=sha256:2af7f5906bdd9dd185e12dcfa816692591ae6b3c3f3496756a63aa2dab02914c

Observation 3c8c7f18-203e-4b37-94b3-1540dea4a915 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.762522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.851079Z digest=sha256:2b33cb54fe542a781551c793f577461f70e7bdee904f3c72e265ec39ffdcbc71

Observation 99bcccbc-a778-4e2c-afd5-1f0b9251021e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.749506Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.855099Z digest=sha256:b13fcb6e31ef583e7584e4c4a7204d10ecab777208aba4750b6ea628c6ea15d0

Observation 934324ef-3ded-4f83-a392-a663eeffb938 · outbound

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

Molecular-driven Foundation Model for Oncologic Pathology PRISM: A Multi-Modal Generative Foundation Model for Slide-Level Histopathology

Reference 13

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.859025Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.859025Z digest=sha256:1cfde67eec57512f6b654473267d02dc63846ae5bafa0e9b4a61e2a148334fcc

Observation 65597193-6b20-4e40-8ef2-535683e7f9dc · outbound

This paper cites & Hinton, G.

Molecular-driven Foundation Model for Oncologic Pathology & Hinton, G

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.863416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.863416Z digest=sha256:986cfce13b376d7c11b35623ebc203083dffe9c74009a219166867a9c22f3b6a

Observation 192b4e1a-f583-4738-b4d1-b76b17d855cb · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 15

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.730837Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.867599Z digest=sha256:237d4b5109f01524cd38e8547b22f580307b572baf2f9d86f0d7edcfbc615a71

Observation e821cbd5-9b1f-4da6-8e65-925b03e29779 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.871485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.871485Z digest=sha256:4c272b235a416c67d35b918d4669a9bfe6bf7a9a06c099bdf79d4750974036f9

Observation 483c1dfc-2ab8-4a9a-9316-716156cbbccc · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.876199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.876199Z digest=sha256:5fd1f07c6922d7761ab06968367349e75e04061969ae3b104bad264a32beb80c

Observation 3c786d2c-60c9-406a-ba55-c447c856c611 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.706198Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.880071Z digest=sha256:53c1c8f3a0a371e7d36155ede76ae44a52ac199fb82e39f820f2b0e3b89595cc

Observation 1fc1473c-84c7-4d61-96ac-2248685ae3d1 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.695094Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.883851Z digest=sha256:9ba3de77cf80e11ea36fde5c70a9f82e9a2faf644394dc87b22ff4a29b2b5875

Observation bcc24349-2531-445b-b9f7-c648c12a8732 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 20

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.684161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.889519Z digest=sha256:3f7ab85d3a78add9869c8673b8108609bb5834f18573fae232869df8db876f77

Observation 07842476-3bbc-4110-8baa-94c244ada8c3 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.671377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.892791Z digest=sha256:c7b3dd9991938647b4ff761d478e03a1616ef623118a11e2b79c09bfd0a6e392

Observation e0a53605-4f1a-49be-84e8-95ab10c0d851 · outbound

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

Molecular-driven Foundation Model for Oncologic Pathology LongNet: Scaling Transformers to 1,000,000,000 Tokens

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.896698Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.896698Z digest=sha256:eb44fbb78f3cdf2302d1cf5614fa43870f561820a500d05169361306919b4fcb

Observation 5d83b87b-1d56-4f28-9461-0dee36d88898 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 23

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.659648Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.900347Z digest=sha256:2a52935d07f83f0064e41e82c1b74e74ea4933bb999cfd349a18a0ddddae17c3

Observation 4bef6ff6-aeea-4f75-af66-8f46f11f661f · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.649338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.903572Z digest=sha256:7f365ca3b29ca5b555a02e38db9d2b9e40a46639d76adfbf8ed186306a330a50

Observation d58cb637-bf40-493f-a8dc-f01e2e6af8c6 · outbound

This paper cites & Welling, M.

Molecular-driven Foundation Model for Oncologic Pathology & Welling, M

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.638876Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.906737Z digest=sha256:de3322c3cdd8f8e53607d9e0152eefa144782ec14d383b48bd8aa8cb99484fa6

Observation 45dd5b7e-7871-44d2-8a10-2077a3797341 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.628505Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.910166Z digest=sha256:af9dd588146a0303179ad3471f94e28e93c2cdf9554f0a826b8c330df5c8ffed

Observation 1d40a39f-5538-4a83-b162-3ec15748f93d · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.617846Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.913404Z digest=sha256:1eb80b9361f8b62997bc8855aff1e7b51b447e5f0e241384d0c89dfdee4ccaed

Observation 9dfb8630-f1a5-42dc-b897-4a57cfaeb56d · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 28

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.606678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.917193Z digest=sha256:3e6fa0e377df6bbd8bef46e8fc987b4331d296203c811b0f37e37f2b5c749ff5

Observation 7c5fe110-4ef6-4972-af0c-4bd9db1f88ff · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.595430Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.920994Z digest=sha256:2b27af1ec8a96ffc71442aaf1291fece6ce303b8cb1ac5431b9310f6a41aa1b1

Observation 85843a42-43d6-4c13-8ee2-c263397fe19e · outbound

This paper cites Learning Transferable Visual Models From Natural Language Supervision.

Molecular-driven Foundation Model for Oncologic Pathology Learning Transferable Visual Models From Natural Language Supervision

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:52.925060Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:52.925060Z digest=sha256:75582cdb5361975895e3f182a5a2f7b6765af3aabf4ef521326425136502c674

Observation 7fc436cf-fdce-4f68-9387-c6cca731d667 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 31

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.583923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.929302Z digest=sha256:353ca3385e3f927ea3a1f3de0007315d5a93a4c478cd6a98d5343d1bf5a47300

Observation 30356e4b-52d2-4a83-9ea5-9241a7386d0e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 32

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.572478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.933391Z digest=sha256:a37e7fdc1d09f09b09f9bfe7327cdeecb7fc0c5ff0e550749dedbb6faf213932

Observation 2f4d9c45-660d-43b2-830a-28b499e1d6de · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.558571Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.937467Z digest=sha256:7b440d1010450d41162995b4d418da69e9a0da0d3643ebb4f1645dc94ba397c4

Observation 3b6f455f-59c3-4273-9cb5-48a95d7d46a5 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.547032Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.941277Z digest=sha256:947b6680b40ac18b47d5c5ecdcf463d01bdeeea4dd38272974bf45ed3a009dd5

Observation f5be1ef1-2ace-40a9-8f96-0c7963cd571e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.535519Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.945264Z digest=sha256:c1b918af989ff611da7582f4f3834f427ed06c51fd5fb68d738ff06366dbeb9d

Observation 4409b896-6ece-4037-9429-dc1c96040766 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.524769Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.949536Z digest=sha256:4b83d103aa05227ddad40ab6689006527c522907b064e0dfaf16e675485a7747

Observation 15ad773e-3ee2-4d15-9ccc-93b0325a9373 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 37

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.514029Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.953567Z digest=sha256:52573835bf5e415d4a8602da67e79296f73f6459ab2a98ab7727a3517e1f2328

Observation d0b65ca4-5668-4223-af30-cbc15a5bca0b · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.503455Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.957354Z digest=sha256:9ddb92fa154f97f5d9a7a5d001a21a6fd8283a9012ee2d617d329cdd3cc839fc

Observation 7bf679cc-5163-43f7-a77c-83836f98746a · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.493757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.961186Z digest=sha256:b04919ad93a3ab80e35083bdfaa5e978fc398ac1d3bac938fcae7272d6976b3e

Observation 96798aac-da73-46ce-bfa2-be0b814178c3 · outbound

This paper cites A proteogenomics data-driven knowledge base of human cancer.

Molecular-driven Foundation Model for Oncologic Pathology A proteogenomics data-driven knowledge base of human cancer

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.483948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.965058Z digest=sha256:29bb7af50287ed76f5899c726e3777f095600446053afb953676e4907f65829c

Observation 3faacb0f-a1d7-4181-ba27-b2d4c5ad9dce · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.473049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.971181Z digest=sha256:abaa48b291642125210a3d360e857a7ea2a10f9bcd2ada82a56f44057dc380e8

Observation 19c56697-5abb-4f30-83aa-2e84e096aaae · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 42

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.461305Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.975089Z digest=sha256:4e7bf91a1b5c8782fca53c8440135cb8fa95413a421e726e8385e68eb4a4727d

Observation 10d2dfba-60b9-4a68-abd8-1e28b21686d5 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.448556Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.979020Z digest=sha256:a7b165149970b72f1df0ebc116821fa3a36799c1494432975af27c9e2d6efe05

Observation 5e963745-b972-49d9-9e82-96896a073b71 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.436299Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.983009Z digest=sha256:91de091f515e081008ed5a39d011b2e2072c9806f488d162482a0b8bf26b4e7f

Observation 003dee5f-5bca-47e8-8c63-43f4709b21d0 · outbound

This paper cites & Galanis, E.

Molecular-driven Foundation Model for Oncologic Pathology & Galanis, E

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.424167Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.986667Z digest=sha256:c5655d29f6680ffc957ea27fc1b2d78c1ba80815030d43746f5b801204811bd2

Observation 3a290dee-4a23-4199-9d94-1d6065b1827d · outbound

This paper cites & Peikari, M.

Molecular-driven Foundation Model for Oncologic Pathology & Peikari, M

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.412532Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.990455Z digest=sha256:fafb21bc66fc10bf8a13ed0f83a37837ab0eb85ca1e8068b8b3c2219deb94eb8

Observation e9fa5ee1-3dec-456e-867b-b34b95539ddc · outbound

This paper cites H., Harrison, D.

Molecular-driven Foundation Model for Oncologic Pathology H., Harrison, D

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.400764Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.994582Z digest=sha256:42721c97e0770d8fd14fe9d640867404ccf2181a45bd799704f796e6794ff89e

Observation a6788dcc-4f74-4f7a-ae4d-69a1467756e3 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.387079Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:52.998630Z digest=sha256:a572c5b73cccb7260f0330594d8153ff8f81c1002325a7e61b6b5b107376d569

Observation c0348d6a-f3e6-44bd-8dcc-49a78e0e9176 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 49

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.373513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.003656Z digest=sha256:34aff6e8108c40ab2716a4fb1ed8711e1498b3c1053053b93f4ed510dcb2e0a7

Observation dba9e60e-ce94-4c94-86b1-491661b3e11a · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 50

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.360143Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.007566Z digest=sha256:36b7acd54b16d7112b4f6dbbf0fdfc71b75c4da7406cf88c48fc3213eb659de4

Observation 6a47b669-0ef7-489a-a222-232ab02000ec · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.346530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.011566Z digest=sha256:6a6304f145fab929a2a2551b30cc25c3482b2113c89472d9956ef2297db7be1c

Observation a7e7d5e2-90f4-4ee2-ae4c-dbfde8dab466 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.331602Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.016369Z digest=sha256:e680fd36fe0d7ce0bd51fc699dd6229b295618520c09f7b780a9a4e791b75918

Observation 21118cc9-29c8-46bb-a90f-1d15115bb6d5 · outbound

This paper cites Y .et al.

Molecular-driven Foundation Model for Oncologic Pathology Y .et al

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.320128Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.020041Z digest=sha256:6eadc5b11ec6aad9a6d1f9df4da9d782563d5a431cec4fe316d99061619c7ec8

Observation 7ba776d9-7169-4838-9f0f-9938baa73783 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 54

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.308654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.023844Z digest=sha256:49a52450e454a30b287bb2ef6d61e9852d3e672d92948dc2836c4ceba35841d8

Observation 959ff1ac-612a-44e8-a8fe-9eee27419d3f · outbound

This paper cites Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction.

Molecular-driven Foundation Model for Oncologic Pathology Path-GPTOmic: A Balanced Multi-modal Learning Framework for Survival Outcome Prediction

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:53.027895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:53.027895Z digest=sha256:0b944acea64976952bf4afadcab25716bd4e888d9e19a1e11c101956c4ef71ae

Observation c192882d-83de-4fb6-9b14-0bb9d349cc49 · outbound

This paper cites & Lecun, Y.

Molecular-driven Foundation Model for Oncologic Pathology & Lecun, Y

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.291313Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.032106Z digest=sha256:156bc75dea2df7d18d23d1e0d6a21c8b827f65c7a12b9c8305f5072663d19794

Observation 0eac6d02-28b5-491a-91b0-4a150201e501 · outbound

This paper cites & Sun, J.

Molecular-driven Foundation Model for Oncologic Pathology & Sun, J

Reference 57

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:53.036796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:53.036796Z digest=sha256:2a16f78f1ba2c70a3ec5d0580f4092dc1340b3601f1154e8eb6d92765fff7d36

Observation 8a5e1c3a-2db3-40db-8808-bbe8f4284dd4 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 58

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.253486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.040491Z digest=sha256:27634b538d1170e7f20085eb7eb19b703b9ef4b2a1b17261115d53211c8a46c3

Observation 95485984-7256-496c-8797-42a74a1a2692 · outbound

This paper cites scikit-survival: A library for time-to-event analysis built on top of scikit-learn.

Molecular-driven Foundation Model for Oncologic Pathology scikit-survival: A library for time-to-event analysis built on top of scikit-learn

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.239274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.043903Z digest=sha256:dce090ab744948dbe359c0d330ae488f70c8b398d89d28daa914f922ee57615e

Observation 8dd3c24a-8f65-43c1-898b-759095ccb8ec · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 60

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.223821Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.047800Z digest=sha256:672dbdefd35664e9858b27dd606a54af514e01b68ac0bc97879f5094b07d6a36

Observation e5206a3c-3206-4f47-8b69-51977383a60e · outbound

This paper cites R., Speed, F.

Molecular-driven Foundation Model for Oncologic Pathology R., Speed, F

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.208421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.051047Z digest=sha256:9d68fe24a2c394caebad279e95dc3389e467d268f82f627cce97833c7857788c

Observation b0dd1025-f449-482a-98f4-45e4704d5e20 · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.195125Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.054541Z digest=sha256:89e8fd905069d5cdb7c97ccf57e14824fb44e382d6130ad0acaa100f0dce8d8d

Observation 05c138b0-5f67-440a-b143-d0d790528cde · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 63

Resolution
unresolved
no resolver link, observed 2026-08-10T11:46:53.057752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T11:46:53.057752Z digest=sha256:c099d5a1e295c4f5f69ec910722832a2dbb7b3c8dbc0caa6f0ee5043c1b13f45

Observation e3ae91ca-495b-4c26-ac6b-e509f4f60f6d · outbound

This paper cites & Beyer, L.

Molecular-driven Foundation Model for Oncologic Pathology & Beyer, L

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T11:46:53.176022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.061479Z digest=sha256:472635512d22bd555250f17e41d0d9f6a3133e4788381f1d2c7e26277137cb17

Observation a06d1189-c2fc-41de-830b-82e405a5fe8e · outbound

This paper cites an unresolved cited work.

Molecular-driven Foundation Model for Oncologic Pathology Unresolved cited work

Reference 65

Resolution
unresolved
raw_fallback, observed 2026-08-10T11:46:53.164022Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-10T11:46:53.065576Z digest=sha256:aba9aef25287b3e3caac9fc42475b424d5f0741dab448105db2ea85704f8d50a

Pith citing papers

Observation 3c17983a-857e-4759-b860-8e6bdea7529c · inbound

Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology cites this paper.

Aggregation Schemes for Single-Vector WSI Representation Learning in Digital Pathology Molecular-driven Foundation Model for Oncologic Pathology

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T04:35:00.812410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T04:35:00.812410Z digest=sha256:c44514c051cfd7333c97a7df52b2ba3520d30cc97cdf3438cef0818a32e4a905

Observation 0635f593-d72b-45e2-a6a0-703cdd79739d · inbound

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

PathBench: A comprehensive comparison benchmark for pathology foundation models towards precision oncology Molecular-driven Foundation Model for Oncologic Pathology

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T14:02:52.906070Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T14:02:52.906070Z digest=sha256:f594daeedc106846ecfed1fbaed25222aceece56acae92b0d7039781bee080e5

Observation 16344de2-ea48-4f37-bfc8-e7a6a035d56b · inbound

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models cites this paper.

The Butterfly Effect in Pathology: Exploring Security in Pathology Foundation Models Molecular-driven Foundation Model for Oncologic Pathology

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-07T12:39:12.087746Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:39:12.087746Z digest=sha256:7ffda0f07f6d5506ea7e814f5a854120b1885a8b132e6e72cedb41f54eebce43

Observation dbdd323f-ac16-470b-b460-f4b1e75f49fe · inbound

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence cites this paper.

SurgVLM: A Large Vision-Language Model and Systematic Evaluation Benchmark for Surgical Intelligence Molecular-driven Foundation Model for Oncologic Pathology

Reference 58

Resolution
unresolved
no resolver link, observed 2026-08-07T11:26:40.962073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T11:26:40.962073Z digest=sha256:2244c770f5d31bb1f0816831f56d73b40cdf6da8d1c7973c96063c4e4ce51837

Observation 217f0258-c73f-4499-a85e-9299194c1416 · inbound

Do Multiple Instance Learning Models Transfer? cites this paper.

Do Multiple Instance Learning Models Transfer? Molecular-driven Foundation Model for Oncologic Pathology

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:01:39.281817Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-07T05:01:39.281817Z digest=sha256:d9ddda079b5b8a29e0c7e4d1b2372a6ff68872a11664af42c7d2f1129a1e73f3

Observation 1ff3784c-51fe-40e6-b302-5a76963f53c4 · inbound

Emerging AI Approaches for Cancer Spatial Omics cites this paper.

Emerging AI Approaches for Cancer Spatial Omics Molecular-driven Foundation Model for Oncologic Pathology

Reference 121

Resolution
unresolved
no resolver link, observed 2026-08-06T21:32:58.754499Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T21:32:58.754499Z digest=sha256:d5163032358fa1363e5fbddfd9e59452ca9d727777788d50151e9ef7bc71b865

Observation a1ccd220-ed76-4d38-8915-88c1d2b4c256 · inbound

Towards Robust Foundation Models for Digital Pathology cites this paper.

Towards Robust Foundation Models for Digital Pathology Molecular-driven Foundation Model for Oncologic Pathology

Reference 25

Resolution
unresolved
no resolver link, observed 2026-08-06T15:11:13.007480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T15:11:13.007480Z digest=sha256:c4987d5a410c1f45a0f3a488fe8db6f392ab2c3c95a791419e2acf47b4832844

Observation 72a9f0c3-9235-426a-b903-bdce313c127e · inbound

A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics cites this paper.

A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics Molecular-driven Foundation Model for Oncologic Pathology

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-06T05:36:44.672000Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:36:44.672000Z digest=sha256:5dd65a8ede11b4d8760073e750b6ad1679c04c0c759c60c813993044230a35ef

Observation 532c6405-1023-4316-a949-2eeaeaf7c79c · inbound

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment cites this paper.

Enhancing Zero-Shot Brain Tumor Subtype Classification via Fine-Grained Patch-Text Alignment Molecular-driven Foundation Model for Oncologic Pathology

Reference 132

Resolution
unresolved
no resolver link, observed 2026-08-06T05:31:24.808547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=arxiv_source observed=2026-08-06T05:31:24.808547Z digest=sha256:8195d1b2ec1b0648aa13fb00269cb71ef617776c74e1ef4e455a0587f46f9c9b

Observation 09df8743-ac04-4fea-b858-3683c3d10161 · inbound

Integrating Pathology and CT Imaging for Personalized Recurrence Risk Prediction in Renal Cancer cites this paper.

Integrating Pathology and CT Imaging for Personalized Recurrence Risk Prediction in Renal Cancer Molecular-driven Foundation Model for Oncologic Pathology

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-05T14:12:18.972948Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-05T14:12:18.972948Z digest=sha256:58ba1dc598e096b2af7392ba3b04b3e3c4ecfa25e2ed73810f7732e4f69cc91e

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

MOOZY: A Patient-First Foundation Model for Computational Pathology cites this paper.

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

Reference 85

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T17:15:51.142086Z digest=sha256:77eb8545b70bd8e3e0244241f616beea1ce0ccabcaded1cabb2ba9230a5db083

Observation dd7ab4e7-05e6-4706-a74e-a8b24a2c90fd · inbound

Clinically-Informed Modeling for Pediatric Brain Tumor Classification from Whole-Slide Histopathology Images cites this paper.

Clinically-Informed Modeling for Pediatric Brain Tumor Classification from Whole-Slide Histopathology Images Molecular-driven Foundation Model for Oncologic Pathology

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:56:05.512213Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-09T23:53:17.557569Z digest=sha256:1060323f01ce74f989c0729d361d0b17278104f4ec43d32e910ed56487e15cc1

Observation cc4afa93-dce0-411f-997e-f66a8d106fdf · inbound

Clinically-Informed Modeling for Pediatric Brain Tumor Classification from Whole-Slide Histopathology Images cites this paper.

Clinically-Informed Modeling for Pediatric Brain Tumor Classification from Whole-Slide Histopathology Images Molecular-driven Foundation Model for Oncologic Pathology

Reference 25

Resolution
verified exact
arxiv_id, observed 2026-05-21T08:19:52.602274Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-21T08:16:06.024630Z digest=sha256:7e894e275d893231b4e1b3e04a934b8772691063ff4a5b1796b4b3e6c2073cc8

Observation 2ac48af7-e8f2-43d3-8a9b-a0147d8945fb · inbound

Isotonic Survival Regression: Calibrated Survival Distributions from Deep Cox Models cites this paper.

Isotonic Survival Regression: Calibrated Survival Distributions from Deep Cox Models Molecular-driven Foundation Model for Oncologic Pathology

Reference 80

Resolution
verified exact
arxiv_id, observed 2026-05-19T21:02:47.369522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-05-19T20:59:32.202712Z digest=sha256:8cd863d3e16633deb4bd862c9e42ec536077f0ceea20e3dba20dfc1de4c68b46

Observation c5e04d84-cf27-4a41-b257-44874b6cd8e3 · inbound

Genetically Aligned Patient Representations Improve Hematological Diagnosis cites this paper.

Genetically Aligned Patient Representations Improve Hematological Diagnosis Molecular-driven Foundation Model for Oncologic Pathology

Reference 17

Resolution
metadata mismatch
arxiv_id, observed 2026-06-29T08:23:14.906207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-29T08:21:41.320779Z digest=sha256:78c6af1363f8e7314af65eef6ede68c347e93378692107ae839a7abb1002f95f

Observation 6f95ee65-56d6-4dca-9577-c99cbc074c07 · inbound

AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction cites this paper.

AGE-MIL: Anchor-Guided Evidence Learning for Patient-Level Prediction Molecular-driven Foundation Model for Oncologic Pathology

Reference 21

Resolution
metadata mismatch
arxiv_id, observed 2026-07-03T10:27:56.374268Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T10:01:48.760763Z digest=sha256:5b26b47602264738f327a3938a55a7ee51cea4acd5b8187056677e269f445cfd

Observation 6e44baf5-4ceb-4d84-b522-6b149d84ce7b · inbound

Predicting Immune Biomarkers with MultiModal Mixture-of-Expert Pathology Foundation Models Empowers Precision Oncology cites this paper.

Predicting Immune Biomarkers with MultiModal Mixture-of-Expert Pathology Foundation Models Empowers Precision Oncology Molecular-driven Foundation Model for Oncologic Pathology

Reference 38

Resolution
verified exact
arxiv_id, observed 2026-07-03T19:28:52.305682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T01:50:30.097327Z digest=sha256:4f1c87f0b5fec579619b62687d513d939785397fec6e837519447910bcd3f755

Observation e7026822-881b-479c-b3d1-c4948986e91a · inbound

Democratizing and accelerating AI-driven pathology research through agentic intelligence cites this paper.

Democratizing and accelerating AI-driven pathology research through agentic intelligence Molecular-driven Foundation Model for Oncologic Pathology

Reference 6

Resolution
verified exact
arxiv_id, observed 2026-07-03T17:08:43.533222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-27T04:34:18.363493Z digest=sha256:60823851b40a10f66073170806b04e6c3d6fa783f1fc788a305894655dc8d510

Observation fdfd00b6-2fac-464c-a055-1db6a661f67c · inbound

Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation cites this paper.

Mitigating Batch Effects in Histopathology via Language-Mediated Robust Embedding Generation Molecular-driven Foundation Model for Oncologic Pathology

Reference 72

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T10:04:35.973102Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T10:01:21.792617Z digest=sha256:6f295e512bafa06035f9bf0c2b3dd439d50daf0158f5cc5f9be57a207e190dc8

Observation a0460eb8-42f5-40d0-b283-07e5bf9bbd01 · inbound

Data-Efficient Multimodal Alignment for Histopathology-based Molecular Prediction cites this paper.

Data-Efficient Multimodal Alignment for Histopathology-based Molecular Prediction Molecular-driven Foundation Model for Oncologic Pathology

Reference 20

Resolution
metadata mismatch
arxiv_id, observed 2026-06-30T17:04:57.846692Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-06-30T04:33:07.984516Z digest=sha256:190ec20dc6743c15cabbb6cd570c9d7b5c66a7b33a7ba93413695d246b95b173