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Paper Citation Record · LEDGER

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

As of 8 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 6 inbound Pith citation observations for arXiv:2502.08916.

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

pith.paper-citation-record.v1
2502.08916 v1

Coverage vector

measured 66 of 66 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:16:21.471861Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 6 of 6 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:28.603416Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T23:21:42.388244Z

Reference resolution

66 of 66 outbound references displayed

  • verified exact1
  • verified fuzzy42
  • unresolved23
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation acab8219-fc2a-494a-87e9-1bb2ed3fcd6b · outbound

This paper cites PathAlign: A vision-language model for whole slide images in histopathology.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology PathAlign: A vision-language model for whole slide images in histopathology

Reference 1

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation e684624c-a40e-40a5-aada-2bf9b1c5838f · outbound

This paper cites Achieving consensus for the histopathologic diagnosis of melanocytic lesions: use of the modified delphi method.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Achieving consensus for the histopathologic diagnosis of melanocytic lesions: use of the modified delphi method

Reference 2

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raw_fallback, observed 2026-08-07T23:16:22.156907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

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Observation 282447d4-423f-44c7-8bca-f0a427001a31 · outbound

This paper cites Scaling vision transformers to gigapixel images via hierarchical self-supervised learning.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Scaling vision transformers to gigapixel images via hierarchical self-supervised learning

Reference 3

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raw_fallback, observed 2026-08-07T23:16:22.146370Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.254598Z digest=sha256:aca1b8fccd1279ba79cd6634c6b12b8d223fe136f88214a6f2310db2b5323223

Observation b49e1e35-2999-48a9-95af-d1eb33f4ea1b · outbound

This paper cites Towards a general-purpose foundation model for computational pathology.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Towards a general-purpose foundation model for computational pathology

Reference 4

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.258420Z digest=sha256:fcbb3bc3ad4509e844ec7018733fb8fe544f5ed69a8966c6d958d8bcb0a8618f

Observation c1d1b46a-59c6-4709-9422-e777a781d422 · outbound

This paper cites SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding

Reference 5

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.261914Z digest=sha256:2b25548a7d35bb625f4c89bad42569cd1d4ced119f46c698ac918fb0119108a8

Observation fc226727-8c8b-4b7c-a31f-6e1bba555bf0 · outbound

This paper cites Improving Factuality and Reasoning in Language Models through Multiagent Debate.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Improving Factuality and Reasoning in Language Models through Multiagent Debate

Reference 6

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.266111Z digest=sha256:d19fa23996a5e44a079303ada2826dbe2dbfbe439690b65d53f6711280ef37c3

Observation 00fe1cec-2a05-4051-bbde-1741041b4e4f · outbound

This paper cites The Llama 3 Herd of Models.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology The Llama 3 Herd of Models

Reference 7

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no resolver link, observed 2026-08-07T23:16:21.269943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.269943Z digest=sha256:4af07c81ab4394694eb3b05b1371c87b17496d7322fbb542bbe142ed1374e1aa

Observation 2220016b-20fe-4789-bf27-ea7b33ffdb42 · outbound

This paper cites An Interactive Agent Foundation Model.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology An Interactive Agent Foundation Model

Reference 8

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no resolver link, observed 2026-08-07T23:16:21.273453Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.273453Z digest=sha256:4942092592010e5b15ff62aa9908563cd2eecd60f617419e9a3db2a7c4e921fc

Observation e1548cc3-6188-4d8e-9ab5-05d03012373c · outbound

This paper cites Pathologists’ diagnosis of invasive melanoma and melanocytic proliferations: observer accuracy and repro- ducibility study.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Pathologists’ diagnosis of invasive melanoma and melanocytic proliferations: observer accuracy and repro- ducibility study

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.129124Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.277383Z digest=sha256:3adcd7167701838fec7a6c7dad1d183d844249880b75b171eb232bc05fe9f114

Observation 95ff97c3-f6e8-46c1-99d9-b9010e96487c · outbound

This paper cites AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology AI Hospital: Benchmarking Large Language Models in a Multi-agent Medical Interaction Simulator

Reference 10

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.281091Z digest=sha256:1e5b072a6f6d4f8732a1cd98fa3485b129e90e4bd3bfa3eb1517c6d9bfdca6c9

Observation 7385fc22-11d2-4f1b-aa3f-fd54abc172f9 · outbound

This paper cites An analysis of pathologists’ viewing processes as they diagnose whole slide digital images.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology An analysis of pathologists’ viewing processes as they diagnose whole slide digital images

Reference 11

Resolution
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raw_fallback, observed 2026-08-07T23:16:22.118911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.284662Z digest=sha256:2215157f495d6065b600a269f5b7b2fb131d29308df014e7c7397a9ecf0b0b15

Observation 152c5d59-7995-4dad-8f9d-3c0d78497065 · outbound

This paper cites Chang, Stevan R.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Chang, Stevan R

Reference 12

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verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.109510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.287896Z digest=sha256:278e6417c2fd78d1a06bbab242e8d1165c4dadff4c4ed71f7f4cf90e3d0d3468

Observation 6c553037-9c11-44a3-91fb-40f59c1aab6d · outbound

This paper cites Aug- menting pathologists with navipath: design and evaluation of 9 a human-ai collaborative navigation system.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Aug- menting pathologists with navipath: design and evaluation of 9 a human-ai collaborative navigation system

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.099900Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.290926Z digest=sha256:dd4dde7ee0a7d46073d3e2b73b6affcd50185491945e07466795c9dd8b7dd9d6

Observation a7f53ab4-90dd-4763-87e9-1a3768354fa8 · outbound

This paper cites Higt: Hierarchical interaction graph-transformer for whole slide image analysis.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Higt: Hierarchical interaction graph-transformer for whole slide image analysis

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.088023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.293653Z digest=sha256:169774bd5f4ab7c3868d5da09a88f445cee7d043d73b53e9645b848ed7e024ec

Observation 8f19feff-f7af-4ede-bd8a-d256e2163859 · outbound

This paper cites LLM Multi-Agent Systems: Challenges and Open Problems.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology LLM Multi-Agent Systems: Challenges and Open Problems

Reference 15

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.297026Z digest=sha256:5333ee54ca42b3ddaf3d3d5a9bc5435ef6c0b03adc0bbcb402110e8e31907c57

Observation 9744b42a-6f65-4932-98a2-5a131b5b38c5 · outbound

This paper cites LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology LLM-Based Multi-Agent Systems for Software Engineering: Literature Review, Vision and the Road Ahead

Reference 16

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.300461Z digest=sha256:10af1a7c04339016a58ba5e7d8d104ee0de14e6ef7db953cb843590e7914dab3

Observation ac4a0edb-0e8e-4e94-93d0-9bdaba6efa63 · outbound

This paper cites Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Hu, Yelong Shen, Phillip Wallis, Zeyuan Allen- Zhu, Yuanzhi Li, Shean Wang, Lu Wang, and Weizhu Chen

Reference 17

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Source-reported events for the cited work

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source=pdf_text observed=2026-08-07T23:16:21.304050Z digest=sha256:c1d47ee6d0d4223e508bb78403a6637ea9c8d126dc4bf9350281a7340ed80f4e

Observation 1a31cd89-7503-4520-a9ee-dbc10339a69b · outbound

This paper cites Squeeze-and-excitation net- works.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Squeeze-and-excitation net- works

Reference 18

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raw_fallback, observed 2026-08-07T23:16:22.071144Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.307217Z digest=sha256:9df332b8891758487cb63f653cfd1dc37d24b6b52357eba57182c4e7be682a77

Observation 60092177-4e03-4ebe-98e2-e0edf909a7e2 · outbound

This paper cites How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology How Far Are We on the Decision-Making of LLMs? Evaluating LLMs' Gaming Ability in Multi-Agent Environments

Reference 19

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no resolver link, observed 2026-08-07T23:16:21.310663Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.310663Z digest=sha256:6c893be82ba344f144731d9fc71fc856667ed642db8bde15c119f37164b4ac23

Observation dbfd9080-3653-4633-8d01-e358faac84de · outbound

This paper cites GPT-4o System Card.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology GPT-4o System Card

Reference 20

Resolution
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no resolver link, observed 2026-08-07T23:16:21.314836Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.314836Z digest=sha256:6b77551b23c779c14081e380ed5889508123cdb510c82806ada4e4a7695586ac

Observation f8efae81-c994-467d-b44c-92a95f2545ee · outbound

This paper cites Quilt-1m: One million image-text pairs for histopathology.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Quilt-1m: One million image-text pairs for histopathology

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.059861Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.318205Z digest=sha256:53c59963e451525c8e1695e9a8e5bdc034726b3fe8864b7b5bf10f401ca5a489

Observation 2c6ce2ea-b441-4225-9cec-6b469950a082 · outbound

This paper cites Multi-modal Masked Autoencoders Learn Compositional Histopathological Representations.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Multi-modal Masked Autoencoders Learn Compositional Histopathological Representations

Reference 22

Resolution
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local_arxiv, observed 2026-08-07T23:16:21.577042Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.321319Z digest=sha256:627376383b77743a4822a6df13f97b87b8aadf610ffdc710a687c7ad179fce84

Observation 9bcb3008-e68d-46a9-9f1c-a40c4c39543b · outbound

This paper cites Quilt-1M: One Million Image-Text Pairs for Histopathology.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Quilt-1M: One Million Image-Text Pairs for Histopathology

Reference 23

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.324959Z digest=sha256:22ef323207bd42d65ea4e0eb3bce431ea9ba8a5bca7ab16ef39127ee9e8c0a9f

Observation 435a8a98-561e-4a03-9bdb-44a48acdd93e · outbound

This paper cites Attention-based deep multiple instance learning.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Attention-based deep multiple instance learning

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.049745Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.328861Z digest=sha256:c94d85f8057d459d78fab28b7df3a64e38a93cb7944ee1ca82dec6333e0b2252

Observation 23f7e7f0-9e38-4084-aee3-80ce723aa2be · outbound

This paper cites Tomczak, and Max Welling.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Tomczak, and Max Welling

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.039734Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.332458Z digest=sha256:72c078bb8d04a1828dff7e93b2fed1b4058d5fad46a775e7f774b39ea680ba76

Observation 41132d14-353c-41e1-ac96-cc69f841ccd1 · outbound

This paper cites Dual-stream multiple instance learning network for whole slide image classifica- tion with self-supervised contrastive learning.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Dual-stream multiple instance learning network for whole slide image classifica- tion with self-supervised contrastive learning

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.029765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.335972Z digest=sha256:f6a62fa0991565dc39bd3cabcc547cb8224b081fcf347dd940bbf455ab857d50

Observation 00345790-6dc5-462a-bec7-a36a8df10568 · outbound

This paper cites Eliceiri.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Eliceiri

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.020634Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.340129Z digest=sha256:007516af91f444bcceb2b6749c37c29cbc1841a0369521a355a5d42021de9be0

Observation 8d740a89-c6f8-4718-b159-149f4bf8f2dd · outbound

This paper cites Llava-med: Training a large language- and-vision assistant for biomedicine in one day.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Llava-med: Training a large language- and-vision assistant for biomedicine in one day

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.011358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.343673Z digest=sha256:51cabf941cb7c59b814e273940121878db15d6b3fe978de01dd2eabb0548b0ee

Observation 262f2981-053a-43be-979f-676e85a18668 · outbound

This paper cites CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology CAMEL: Communicative Agents for "Mind" Exploration of Large Language Model Society

Reference 29

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no resolver link, observed 2026-08-07T23:16:21.346986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.346986Z digest=sha256:d76b127c26878263e3bd94ca1458d84cec42a6e10c0956c40926d5bb120ef23c

Observation 2bab30bf-fcf5-4e02-88f2-a17f91252552 · outbound

This paper cites Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Agent Hospital: A Simulacrum of Hospital with Evolvable Medical Agents

Reference 30

Resolution
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no resolver link, observed 2026-08-07T23:16:21.350314Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.350314Z digest=sha256:937ed31247d3b5849213ffca6ff078e6733800a1ad3445d4ef349fbf333bf1a2

Observation 540bf671-5550-4ec5-8937-9390e50e6111 · outbound

This paper cites Improved Baselines with Visual Instruction Tuning.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Improved Baselines with Visual Instruction Tuning

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T23:16:21.354007Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.354007Z digest=sha256:4e29e8694be9f03099e07f80ff68a782fc0d27d6d4a64303bf937dbcccb7cf18

Observation 95f5b0c0-89a4-431f-b13f-034efcef617c · outbound

This paper cites Semantics-aware attention guidance for diagnosing whole slide images.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Semantics-aware attention guidance for diagnosing whole slide images

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:22.000922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.357508Z digest=sha256:642cf51c949bc8393a828fd25322fcea031ef3697bd18f5353b1896fa0bd6522

Observation bbb17a11-9ebd-449c-a54d-3dc3ce6a6410 · outbound

This paper cites A visual- language foundation model for computational pathology.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology A visual- language foundation model for computational pathology

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.989984Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.361630Z digest=sha256:1700dbd79ae5cf6dbe8afed9b29b335ffd9a693cebb8626c155b1242f77b71a8

Observation befc8f34-8388-4880-bddc-f99275a58f62 · outbound

This paper cites A multimodal gen- erative ai copilot for human pathology.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology A multimodal gen- erative ai copilot for human pathology

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.978534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.365287Z digest=sha256:36ccad8298544f698608b2d0e44fd14a803074e3a32ef3c064ad1ce31a973be2

Observation 02df82f1-58e4-4dc7-aa64-d4b3637c5baa · outbound

This paper cites End-to-end diagnosis of breast biopsy images with trans- formers.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology End-to-end diagnosis of breast biopsy images with trans- formers

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.968126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.368986Z digest=sha256:f087a58b77b30d5aa7784fcd054b35095f95099a481be5f351e5ddcbda61f1c8

Observation da4de584-bdaf-4739-bacf-e559b98b8900 · outbound

This paper cites Characterizing diagnostic search patterns in digital breast pathology: scanners and drillers.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Characterizing diagnostic search patterns in digital breast pathology: scanners and drillers

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.955985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.372821Z digest=sha256:29a8c9d9c87dc0b79ecbcf24c8fe7be763e4dff2e2f329788474fa365341fab3

Observation e80b82f3-4dcf-473d-becb-2024402d634c · outbound

This paper cites Slide navigation patterns among patholo- gists with long experience of digital review.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Slide navigation patterns among patholo- gists with long experience of digital review

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.945591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.375682Z digest=sha256:07186786d3bc773f8b28c68d388bc085b92fbdbcee8f68438fd79651799979be

Observation 6e6a616b-d11c-499e-a94e-f932844dfafd · outbound

This paper cites Accuracy of digital pathologic analysis vs tra- ditional microscopy in the interpretation of melanocytic le- sions.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Accuracy of digital pathologic analysis vs tra- ditional microscopy in the interpretation of melanocytic le- sions

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.936293Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.378515Z digest=sha256:dee6bf6dc65f2cbf0058cdd8669bd1178611e2afc7228463ec2353047caa0d61

Observation 2e45a9e0-8916-45dd-b9fb-4c3a59623990 · outbound

This paper cites Language models are unsuper- vised multitask learners.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Language models are unsuper- vised multitask learners

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-07T23:16:21.381463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.381463Z digest=sha256:936e2590afef0960bedfe0be4e4576873ecf8dcbe746f610d93237fcfc85a3b9

Observation 93990812-26ca-4bcf-b765-3dfcb9b26723 · outbound

This paper cites Exploring the limits of transfer learning with a 10 unified text-to-text transformer.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Exploring the limits of transfer learning with a 10 unified text-to-text transformer

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.920035Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.384437Z digest=sha256:fb0b0466aa2ab7df74a4ddb07d8ddb02e5d0e9800bd303fe7f65f022194d0dbd

Observation 17e757b3-846d-4acd-bf1a-0fcf76e5abc2 · outbound

This paper cites An experimental study of pathologist’s navigation patterns in virtual microscopy.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology An experimental study of pathologist’s navigation patterns in virtual microscopy

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.909530Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.387247Z digest=sha256:c61657a01777b3cae1d6ae5ea97019b45647941c3b650441d5bb45e09bcb95fa

Observation 45665143-d9ed-4d07-bd24-01fe680d2657 · outbound

This paper cites U- net: Convolutional networks for biomedical image segmen- tation.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology U- net: Convolutional networks for biomedical image segmen- tation

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.898311Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.390018Z digest=sha256:090592d538ffbdef88a5cbc65887570af512b944f9382ad87964f20bb9bb12b5

Observation 4d8fa939-55fe-47ca-aaed-2a2127c7c1b6 · outbound

This paper cites Mobilenetv2: Inverted residuals and linear bottlenecks.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Mobilenetv2: Inverted residuals and linear bottlenecks

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.888538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.393179Z digest=sha256:2df1257676a388b82659881b686d8bfc067a2dfdb01ff70d98c83f8fca08dcd7

Observation 4a4a980d-e461-4191-b26c-bb8a3c6df908 · outbound

This paper cites Quilt-llava: Visual instruction tuning by extracting localized narratives from open-source histopathology videos.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Quilt-llava: Visual instruction tuning by extracting localized narratives from open-source histopathology videos

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.878038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.396656Z digest=sha256:a021a59cbfb166d89ab9151d7a9141806ebb928e2538de09976a653658f9e5ca

Observation f2942d9c-1d11-43d8-b047-631ef211c812 · outbound

This paper cites Transmil: Transformer based correlated multiple instance learning for whole slide image classification.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Transmil: Transformer based correlated multiple instance learning for whole slide image classification

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.868287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.400079Z digest=sha256:a189f9314dcc65880fd684ce734b61bcea7f4113e1b5d3020e87075c70711ca4

Observation 61608187-b0cf-4807-8264-9ebad2e4d2d1 · outbound

This paper cites PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-07T23:16:21.404303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.404303Z digest=sha256:90dfe8c2f4a8216dc8ae344d934f26547d01710c74d7706315643862d14b42e7

Observation d066c304-6349-4db5-bc3a-29964b4dc468 · outbound

This paper cites High-performance medicine: the convergence of human and artificial intelligence.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology High-performance medicine: the convergence of human and artificial intelligence

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.858363Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.407861Z digest=sha256:a26f072eb3160194ea9ad81828582f6616f8349750575c07befd6aa98937feff

Observation 222147f8-74e4-4fd7-bea9-775295f8faf7 · outbound

This paper cites LLaMA: Open and Efficient Foundation Language Models.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology LLaMA: Open and Efficient Foundation Language Models

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-07T23:16:21.411279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.411279Z digest=sha256:b5bbdb4e5de3fae203e818cf7194fa06c54741206c1a34e5f01ed85d09a72b93

Observation 1da5a4ba-7cdd-4352-9388-423935246213 · outbound

This paper cites A foundation model for clinical-grade computational pathology and rare cancers detection.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology A foundation model for clinical-grade computational pathology and rare cancers detection

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.847851Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.414686Z digest=sha256:ae0cc0a0c46a71d625494ff636f21abc3405e21a85a19dc058252cd4416916bf

Observation d772fde3-8bf6-4ed3-bd9b-602c82e55839 · outbound

This paper cites Autogen: Enabling next-gen llm applications via multi-agent conversations.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Autogen: Enabling next-gen llm applications via multi-agent conversations

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.837750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.418018Z digest=sha256:63af91248a2336fd7e2a19a20ba5215d994f0bb58a27f94cf4db47631c30aaac

Observation d66dfdfe-80ee-42d8-afe7-25039796b56d · outbound

This paper cites Scale-aware transformers for diagnosing melanocytic lesions.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Scale-aware transformers for diagnosing melanocytic lesions

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.828736Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.421374Z digest=sha256:4457964432f5673367a434d15d9a72c8b9ce6990aea72af150e207f8fcea1afe

Observation 4a9159d0-f426-42c7-81c0-10954d45b219 · outbound

This paper cites Scale-aware transformers for diagnosing melanocytic lesions.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Scale-aware transformers for diagnosing melanocytic lesions

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.819765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.424920Z digest=sha256:176b5d605ba929c90d0889886845e5f8709ceb696c6deb69449f186105b18bfa

Observation a532622f-5b3e-4026-8983-1535652f4e91 · outbound

This paper cites A whole-slide foundation model for digital pathology from real-world data.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology A whole-slide foundation model for digital pathology from real-world data

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.808641Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.428442Z digest=sha256:3c6d9348a48b8084e76e214b775bf9c31917f994504f0c26f6dc13db8e342742

Observation e0b546c2-ec72-48db-a17c-80b8d8963766 · outbound

This paper cites A foundation model for generalizable cancer diagnosis and survival prediction from histopathological images.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology A foundation model for generalizable cancer diagnosis and survival prediction from histopathological images

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.797903Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.431766Z digest=sha256:c907990eab516c662317177ff0fe90efc5547441f1ca71153dcd5e710838830c

Observation b2583319-5cbe-4155-8161-b3ba18c2dadd · outbound

This paper cites A graph-transformer for whole slide image classifica- tion.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology A graph-transformer for whole slide image classifica- tion

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.787912Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.435173Z digest=sha256:12c63fdd20d526f785cee0fb9fc3d306e7c8fa899beabf2a8ab79f8ced420c5b

Observation ae9faecd-c764-4750-9ced-9c2509d280b7 · outbound

This paper cites PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology PathM3: A Multimodal Multi-Task Multiple Instance Learning Framework for Whole Slide Image Classification and Captioning

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T23:16:21.438545Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T23:16:21.438545Z digest=sha256:ca39a0c0c8984be9307ba9a2017f065a84f71d603eb58b6aae652249b4b31e6c

Observation 7c928ded-4451-448c-b46a-943da0edae1f · outbound

This paper cites To evaluate its effectiveness, we compared the performance of the Triage Agent against three MIL-based benchmark meth- ods [25, 27, 45] for detecting Class 1 vs.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology To evaluate its effectiveness, we compared the performance of the Triage Agent against three MIL-based benchmark meth- ods [25, 27, 45] for detecting Class 1 vs

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.776757Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.442118Z digest=sha256:ea5a507542551aecbe2f34014eaead400c632949622582f8e95a97ab72df13f4

Observation c12cb62a-f673-4a76-a76a-e16b1523cd91 · outbound

This paper cites This design aimed to enable direct reason- ing over image latents through an LLM.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology This design aimed to enable direct reason- ing over image latents through an LLM

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.765399Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.445622Z digest=sha256:bf56b6825b6d90d7ef4b52d07a0e10afb85de823f2a265715bccfe0aff2b3516

Observation 24ca51a6-2f21-4aa4-8a63-272c038b7e32 · outbound

This paper cites an unresolved cited work.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Unresolved cited work

Reference 59

Resolution
unresolved
raw_fallback, observed 2026-08-07T23:16:21.755192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.448942Z digest=sha256:5cc73c7eda8f768bc1ab90fb57a628e151408bda22b82bfa8b2179113f0a018b

Observation 329b9f68-130e-4b42-b3dc-31287d3ab456 · outbound

This paper cites Training Process and Architecture We first trained a complete U-Net on the M-Path dataset to learn meaningful representations of WSIs.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Training Process and Architecture We first trained a complete U-Net on the M-Path dataset to learn meaningful representations of WSIs

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.745702Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.452538Z digest=sha256:1c3931fcee187f73e984d987664edf2243a6ffafe7c8c4fd394aaa8dc363cb29

Observation c4859fca-472c-4e19-9e3d-1e4c6b598f9f · outbound

This paper cites an unresolved cited work.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Unresolved cited work

Reference 61

Resolution
unresolved
raw_fallback, observed 2026-08-07T23:16:21.734963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.456199Z digest=sha256:0995c168c0d01dd538492e1c2a0b9e85b876571a67a18d51f7b81c1b1748ed80

Observation 67d9e683-91a2-41fe-ab90-ba26f502dc8e · outbound

This paper cites Architectural Pivot These limitations led us to revise our approach fundamen- tally.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Architectural Pivot These limitations led us to revise our approach fundamen- tally

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.725151Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.459870Z digest=sha256:ccfcb420a2d089ab044f3017844b854fc40fab5a471f43f5fbfeef7104fc599f

Observation c7ff3b34-516a-4a86-8d61-13acea09593b · outbound

This paper cites Figure 2 illustrates the prompt used and a sample of the data generated for fine- tuning the Description Agent.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Figure 2 illustrates the prompt used and a sample of the data generated for fine- tuning the Description Agent

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.715782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.463387Z digest=sha256:7a88ba27659fc99161d734bac4bf879d45574f5299c0bbbb598c78a475d60f3d

Observation 885a255a-7bc8-4daa-95a0-7920641074bb · outbound

This paper cites an unresolved cited work.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T23:16:21.705675Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.466225Z digest=sha256:0936a77e8a437f3d288abcea5ea6d099280f68e2d0873e8b8b0dc0756b6fc143

Observation f7d40484-bceb-4bd1-8b7b-e02f1d2a07ec · outbound

This paper cites (Options: Model A, Model B, Model C).

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology (Options: Model A, Model B, Model C)

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.693963Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.469091Z digest=sha256:f5f6d9bd087533181b85bf92eab6949974d8c6b066ff1a229495f860f02c3f05

Observation 008ab646-ef62-44f5-b3e0-66e884d7b14d · outbound

This paper cites You may select more than one option if applicable.

PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology You may select more than one option if applicable

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T23:16:21.681944Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T23:16:21.471861Z digest=sha256:a8b2c686e277d3a21c0ee922b266c303acba9cdd07e00e819269b2fd91f1cd92

Pith citing papers

Observation 73e957ab-1edb-4cad-96b2-1eca82a11fd5 · inbound

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review cites this paper.

From LLM Reasoning to Autonomous AI Agents: A Comprehensive Review PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 160

Resolution
verified exact
arxiv_id, observed 2026-05-15T02:57:38.570269Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T02:57:37.873567Z digest=sha256:9304f03e55ba403b9026e3c7792ca5a13a118a6b4e05b058f64ff48abc6cc822

Observation 73e7a5ab-feb9-4cfa-bbf6-a3923e19e3a6 · inbound

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering cites this paper.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.603416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.603416Z digest=sha256:7e9203eaebb133d469be923ae6723551b5211e3734c827fbeb913ad5575374bc

Observation 15a91187-1e7c-4d3b-865b-d11ff1115285 · inbound

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant cites this paper.

MAARTA:Multi-Agentic Adaptive Radiology Teaching Assistant PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-06T23:59:05.004425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T23:59:05.004425Z digest=sha256:902fc944d90201f1cac49a683c8aae2c9579d0ef87314b6fa2f0cfccadf5d509

Observation e4f7f5bc-3f24-4abb-96b6-8a6b37490035 · inbound

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems cites this paper.

A Comprehensive Survey of Self-Evolving AI Agents: A New Paradigm Bridging Foundation Models and Lifelong Agentic Systems PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 28

Resolution
verified exact
arxiv_id, observed 2026-05-15T23:21:42.391645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T23:21:42.029285Z digest=sha256:75cc376d42e6d67132629679315c22c3998ecf133728f3a98ef7d4744d3e7d5d

Observation 3608812e-c9ac-4765-875d-0b0e24d39f5b · inbound

Memory in the Age of AI Agents cites this paper.

Memory in the Age of AI Agents PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 213

Resolution
verified exact
arxiv_id, observed 2026-05-11T18:18:20.382411Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=arxiv_source observed=2026-05-11T18:18:19.911342Z digest=sha256:505f8ca209d2de11275cde980630d27232793beec2fc7f38f90f33e974a36e54

Observation 24ce7e2a-fe41-437a-b0b4-7c609bf808a8 · inbound

PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology cites this paper.

PathFLIP: Fine-grained Language-Image Pretraining for Versatile Computational Pathology PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 2015

Resolution
unresolved
no resolver link, observed 2026-08-03T15:17:38.248416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-03T15:17:38.248416Z digest=sha256:cfea0230841f13deadd9d5fc1a5de762e8368c33a5159ea5a0dc978d885cb3c9