Paper Citation Record · LEDGER

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

As of 10 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 2026-08-10T06:31:04.303077+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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.245610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; 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 2026-08-10T06:31:04.303077+00:00.

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

Resolution: verified fuzzy; 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 2026-08-10T06:31:04.303077+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.258420Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.261914Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.266111Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-10T06:31:04.303077+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.281091Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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: verified fuzzy; 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 2026-08-10T06:31:04.303077+00:00.

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

Resolution: 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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.297026Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.300461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.304050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Resolution: verified fuzzy; 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 2026-08-10T06:31:04.303077+00:00.

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

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-10T06:31:04.303077+00:00.

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: verified exact; 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 2026-08-10T06:31:04.303077+00:00.

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

Resolution: unresolved; no resolver link, observed 2026-08-07T23:16:21.324959Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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

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

Source-reported events for the cited work

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

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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

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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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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

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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 2026-08-10T06:31:04.303077+00:00.

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.

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

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.

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.

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 2026-08-10T06:31:04.303077+00:00.

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 2026-08-10T06:31:04.303077+00:00.

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.