PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow | Paper Citation Record

Observation dfaf8d4c-3219-4b07-88be-39b9c00f1373 · outbound

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

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Quilt-llava: Visual instruction tuning by extracting localized narratives from open- source histopathology videos

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.524196Z

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 e24b6d32-3531-4be7-9745-d5875af10ea6 · outbound

This paper cites A multimodal generative ai copilot for human pathology.Nature, 634(8033):466–473.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A multimodal generative ai copilot for human pathology.Nature, 634(8033):466–473

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.526446Z

Source-reported events for the cited work

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Observation c74b1b21-7af6-4aa4-a256-3ef60969d39a · outbound

This paper cites Pa-llava: A large language-vision assistant for human pathology image understanding.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pa-llava: A large language-vision assistant for human pathology image understanding

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.520980Z

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 aa822808-afc1-4351-8b49-7edcea257813 · outbound

This paper cites Pathgen-1.6m: 1.6 million pathol- ogy image-text pairs generation through multi-agent collaboration.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathgen-1.6m: 1.6 million pathol- ogy image-text pairs generation through multi-agent collaboration

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.515029Z

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 9303b9b3-3bec-4561-a316-eeaa9599ff39 · outbound

This paper cites Patho-r1: A multimodal reinforcement learning-based pathol- ogy expert reasoner.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Patho-r1: A multimodal reinforcement learning-based pathol- ogy expert reasoner

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.536426Z

Source-reported events for the cited work

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Observation 6f60d598-44a1-4e29-bdd8-df07fc85c66e · outbound

This paper cites A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.399454Z

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 b71ff2a9-ffb0-40a0-9afb-a8aceadf5d3c · outbound

This paper cites TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots

Reference 7

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.431179Z

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 f86489d9-6335-4953-8f61-03347c7fae7b · outbound

This paper cites Wsicaption: Multiple instance generation of pathology reports for gigapixel whole-slide images.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Wsicaption: Multiple instance generation of pathology reports for gigapixel whole-slide images

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.508149Z

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 6fb50dcb-96fc-4323-8e2a-35c7a1817ed0 · outbound

This paper cites Wsi-vqa: Interpreting whole slide images by generative visual question answering.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Wsi-vqa: Interpreting whole slide images by generative visual question answering

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.514007Z

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 d0bd69a8-cd1c-4b20-85b0-eb2912960439 · outbound

This paper cites Histgen: Histopathology report generation via local-global feature encoding and cross-modal context interaction.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Histgen: Histopathology report generation via local-global feature encoding and cross-modal context interaction

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.510018Z

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 fcfa3df4-e8b4-42be-ace8-527bda8b10f5 · outbound

This paper cites Slidechat: A large vision-language assistant for whole-slide pathology image understanding.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Slidechat: A large vision-language assistant for whole-slide pathology image understanding

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.505963Z

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 93b62b3c-4dd6-4046-b9a6-2c0f1d03810e · outbound

This paper cites Wsi-llava: A multimodal large language model for whole slide image.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Wsi-llava: A multimodal large language model for whole slide image

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.499293Z

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 d03b9136-c3df-458b-9510-e1944cffa3da · outbound

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

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow PathAlign: A vision-language model for whole slide images in histopathology

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.418176Z

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 b0a7032a-eac8-4ca8-ac53-ec5d0e01e8c7 · outbound

This paper cites Alpaca: Adapting llama for pathology context analysis to enable slide-level question answering.medRxiv, pages 2025–04, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Alpaca: Adapting llama for pathology context analysis to enable slide-level question answering.medRxiv, pages 2025–04, 2025

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.517791Z

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 816384a8-40bf-4b1c-92c0-eb470f5c74ba · outbound

This paper cites A multimodal whole-slide foundation model for pathology.Nature Medicine, pages 1–13.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A multimodal whole-slide foundation model for pathology.Nature Medicine, pages 1–13

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.515831Z

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 beb09b24-00aa-4862-bd68-c055518c4f37 · outbound

This paper cites Pathreasoner-r1: Instilling structured reasoning into pathology vision-language model via knowledge-guided policy optimization.arXiv preprint arXiv:2601.21617, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathreasoner-r1: Instilling structured reasoning into pathology vision-language model via knowledge-guided policy optimization.arXiv preprint arXiv:2601.21617, 2026

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.434698Z

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 903c02ce-b8a0-4a8b-bb42-0c3fbaf160f1 · outbound

This paper cites Cpath-omni: A unified multimodal foundation model for patch and whole slide image analysis in computational pathology.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Cpath-omni: A unified multimodal foundation model for patch and whole slide image analysis in computational pathology

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.491545Z

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 a866ac1d-d8cb-44c5-87f1-570027d42bc6 · outbound

This paper cites Polypath: Adapting a large multimodal model for multi-slide pathology report generation.Modern Pathology, page 100886, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Polypath: Adapting a large multimodal model for multi-slide pathology report generation.Modern Pathology, page 100886, 2025

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.481220Z

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 1754b62f-19d0-43a6-bfa3-4e4640a73d78 · outbound

This paper cites Generating dermatopathology reports from gigapixel whole slide images with histogpt.Nature Communications, 16(1):4886, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Generating dermatopathology reports from gigapixel whole slide images with histogpt.Nature Communications, 16(1):4886, 2025

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.476915Z

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 a1ccf709-1b0c-40e8-9fbc-ac0e23ed58da · outbound

This paper cites Prism2: Unlocking multi-modal general pathology ai with clinical dialogue.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Prism2: Unlocking multi-modal general pathology ai with clinical dialogue

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.468762Z

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 d359a6df-1324-46ba-993b-fc5bb2c25aa9 · outbound

This paper cites Pathfound: An agentic multimodal model activating evidence-seeking pathological diagnosis.arXiv preprint arXiv:2512.23545, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathfound: An agentic multimodal model activating evidence-seeking pathological diagnosis.arXiv preprint arXiv:2512.23545, 2025

Reference 21

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.374448Z

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 412a3439-6c10-4e85-ab68-df0f84f9d67f · outbound

This paper cites Hepato-llava: An expert mllm with sparse topo-pack attention for hepatocellular pathology analysis on whole slide images.arXiv preprint arXiv:2602.19424, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Hepato-llava: An expert mllm with sparse topo-pack attention for hepatocellular pathology analysis on whole slide images.arXiv preprint arXiv:2602.19424, 2026

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.441807Z

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 ddb07c31-00d3-42c0-9e8e-64e2b47dd1f8 · outbound

This paper cites Pathasst: A generative foundation ai assistant towards artificial gen- eral intelligence of pathology.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathasst: A generative foundation ai assistant towards artificial gen- eral intelligence of pathology

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.473127Z

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 84a019ca-b3a9-4085-9691-5bd48a546bdf · outbound

This paper cites Patho-agenticrag: towards multimodal agentic retrieval- augmented generation for pathology vlms via reinforcement learning.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Patho-agenticrag: towards multimodal agentic retrieval- augmented generation for pathology vlms via reinforcement learning

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.475052Z

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 8df69893-bc5a-4ebc-bdbf-3ac6a2a68573 · outbound

This paper cites Weishaupt, Drew F.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Weishaupt, Drew F

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T19:15:01.462092Z

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 719c6c1a-1ea5-429e-8595-e23459aa90ec · outbound

This paper cites Pathology-cot: Learning visual chain-of-thought agent from expert whole slide image diagnosis behavior.arXiv preprint arXiv:2510.04587, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathology-cot: Learning visual chain-of-thought agent from expert whole slide image diagnosis behavior.arXiv preprint arXiv:2510.04587, 2025

Reference 26

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.424856Z

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 2c318238-d7a7-44e5-a6a8-7997943f921b · outbound

This paper cites Pathfinder: A multi-modal multi-agent system for medical diagnostic decision-making applied to histopathol- ogy.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathfinder: A multi-modal multi-agent system for medical diagnostic decision-making applied to histopathol- ogy

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.479051Z

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 6170b9ca-6fa5-4972-a6ba-b052b0cb120a · outbound

This paper cites Pathagent: Toward interpretable analysis of whole-slide pathol- ogy images via large language model-based agentic reasoning.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathagent: Toward interpretable analysis of whole-slide pathol- ogy images via large language model-based agentic reasoning

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.377798Z

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 b571f314-6e7e-425e-bcfa-b9181fea4fdd · outbound

This paper cites Cpath-omni: A uniﬁed multimodal foundation model for patch and whole slide image analysis in computational pathology.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Cpath-omni: A uniﬁed multimodal foundation model for patch and whole slide image analysis in computational pathology

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.430393Z

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 6eaab13b-8ac4-4eb1-b56b-7dbf723a4848 · outbound

This paper cites Survagent: Hierarchical cot-enhanced case banking and dichotomy-based multi- agent system for multimodal survival prediction.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Survagent: Hierarchical cot-enhanced case banking and dichotomy-based multi- agent system for multimodal survival prediction

Reference 30

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.406112Z

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 2fdc1d48-9f63-442c-bff5-212180b631d0 · outbound

This paper cites WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow WSI-Agents: A Collaborative Multi-Agent System for Multi-Modal Whole Slide Image Analysis

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.417141Z

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 6255126b-4a83-4b9d-84df-63ff06474771 · outbound

This paper cites A co-evolving agentic ai system for medical imaging analysis.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A co-evolving agentic ai system for medical imaging analysis

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.445015Z

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 c6888f0b-61d9-4537-ba7b-7dbcf007fb47 · outbound

This paper cites Mmnavagent: Multi-magnification wsi navigation agent for clinically consistent whole-slide analysis.arXiv preprint arXiv:2603.02079, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Mmnavagent: Multi-magnification wsi navigation agent for clinically consistent whole-slide analysis.arXiv preprint arXiv:2603.02079, 2026

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.448554Z

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 7e1e5c74-0ec5-4eb2-8f14-67d233b28046 · outbound

This paper cites Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology.Nature Cancer, 6(8):1337–1349, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Development and validation of an autonomous artificial intelligence agent for clinical decision-making in oncology.Nature Cancer, 6(8):1337–1349, 2025

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.507098Z

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 87410119-100d-41ed-80d9-2b753bc1bbd8 · outbound

This paper cites SAGE: Agentic Framework for Interpretable and Clinically Translatable Computational Pathology Biomarker Discovery.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow SAGE: Agentic Framework for Interpretable and Clinically Translatable Computational Pathology Biomarker Discovery

Reference 35

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.465410Z

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 45ba9882-c781-492e-a883-6039ba60ad4b · outbound

This paper cites React: Synergizing reasoning and acting in language models.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow React: Synergizing reasoning and acting in language models

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.467051Z

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 15d2c85c-e98c-4ef8-bdc1-1badf0e6b19e · outbound

This paper cites A multimodal and temporal foundation model for virtual patient representations at healthcare system scale.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A multimodal and temporal foundation model for virtual patient representations at healthcare system scale

Reference 37

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.455422Z

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 01ee3e7f-b672-4a10-8774-2267ceb54c7d · outbound

This paper cites Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539– 68551.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Toolformer: Language models can teach themselves to use tools.Advances in Neural Information Processing Systems, 36:68539– 68551

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.443734Z

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 c1b7a3b7-4c7e-43be-835f-753940bbd160 · outbound

This paper cites Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in Neural Information Processing Systems, 33:9459–9474.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Retrieval-augmented generation for knowledge-intensive nlp tasks.Advances in Neural Information Processing Systems, 33:9459–9474

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.495421Z

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 66e80d05-1845-4d58-b498-a27003cc837c · outbound

This paper cites Toolmem: Enhancing multimodal agents with learnable tool capability memory.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Toolmem: Enhancing multimodal agents with learnable tool capability memory

Reference 40

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.458833Z

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 ae0b8bb8-f51f-4dc4-b626-04216fcc3aa3 · outbound

This paper cites XSkill: Continual Learning from Experience and Skills in Multimodal Agents.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow XSkill: Continual Learning from Experience and Skills in Multimodal Agents

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-07-02T02:17:26.572211Z

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 f2487220-f920-4418-85af-65529eedba3a · outbound

This paper cites MemOS: A Memory OS for AI System.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow MemOS: A Memory OS for AI System

Reference 42

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.394744Z

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 dc036abc-3774-45e2-9a3d-9b690589d217 · outbound

This paper cites MemVerse: Multimodal Memory for Lifelong Learning Agents.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow MemVerse: Multimodal Memory for Lifelong Learning Agents

Reference 43

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.444825Z

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 ff70f24e-ed59-41c5-91f9-c542262039a4 · outbound

This paper cites Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Reflexion: Language agents with verbal reinforcement learning.Advances in Neural Information Processing Systems, 36:8634–8652

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.501229Z

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 7b0f0d4b-d97e-400d-b166-122c2a901e47 · outbound

This paper cites Colpali: Efficient document retrieval with vision language models.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Colpali: Efficient document retrieval with vision language models

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.513143Z

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 98ebf0c0-9f8c-4c40-b5f7-478a5c853728 · outbound

This paper cites Milvus: A purpose-built vector data management system.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Milvus: A purpose-built vector data management system

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.502998Z

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 6692e406-e1a9-4f63-b70c-9d8ef53b2034 · outbound

This paper cites an unresolved cited work.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-07-08T03:44:29.499563Z

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 c0ba4b80-6e69-4131-ac15-8b929d014ee5 · outbound

This paper cites Cognitive bias in decision-making with llms.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Cognitive bias in decision-making with llms

Reference 48

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.528536Z

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 a286658a-71f6-47f3-b240-49b2960d734f · outbound

This paper cites Application of artificial intelligence and digital tools in cancer pathology.The Lancet Digital Health, 7(10), 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Application of artificial intelligence and digital tools in cancer pathology.The Lancet Digital Health, 7(10), 2025

Reference 49

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.522098Z

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 ff3e25e0-1e6c-4392-aac0-e55b6e64c368 · outbound

This paper cites Can llms express their uncertainty? an empirical evaluation of confidence elicitation in llms.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Can llms express their uncertainty? an empirical evaluation of confidence elicitation in llms

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.497753Z

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 2dc4c936-4e6e-4bbc-9be7-1baca91a9399 · outbound

This paper cites A visual-language foundation model for computational pathology.Nature Medicine, 30(3):863–874, 2024.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A visual-language foundation model for computational pathology.Nature Medicine, 30(3):863–874, 2024

Reference 51

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.501389Z

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 60f49335-fc95-4e89-9092-f0c745794158 · outbound

This paper cites A visual–language foundation model for pathology image analysis using medical twitter.Nature Medicine, 29(9):2307–2316, 2023.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A visual–language foundation model for pathology image analysis using medical twitter.Nature Medicine, 29(9):2307–2316, 2023

Reference 52

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.503825Z

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 4dd6dd58-5359-48ce-be33-53e015a07fee · outbound

This paper cites Quilt-1m: One million image-text pairs for histopathology.Advances in Neural Information Processing Systems, 36:37995–38017, 2023.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Quilt-1m: One million image-text pairs for histopathology.Advances in Neural Information Processing Systems, 36:37995–38017, 2023

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.512134Z

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 79afc4a3-38a0-41fd-9627-ef14765504be · outbound

This paper cites A vision–language foundation model for precision oncology.Nature, 638(8051):769–778.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A vision–language foundation model for precision oncology.Nature, 638(8051):769–778

Reference 54

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.490062Z

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 dab9fb4d-b575-4ebb-b64c-9f1eb2f51566 · outbound

This paper cites Interpretable vision-language sur- vival analysis with ordinal inductive bias for computational pathology.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Interpretable vision-language sur- vival analysis with ordinal inductive bias for computational pathology

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.491896Z

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 3141ead1-6aa0-4b2f-b1e9-e46f98648af7 · outbound

This paper cites Foundation models in medical image analysis: A systematic review and meta-analysis.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Foundation models in medical image analysis: A systematic review and meta-analysis

Reference 56

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.452123Z

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 abe12024-ac07-4a21-a00e-3676019ab793 · outbound

This paper cites Aligning clinical needs and ai capabilities: a survey on llms for medical reasoning.Authorea Preprints, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Aligning clinical needs and ai capabilities: a survey on llms for medical reasoning.Authorea Preprints, 2025

Reference 57

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.519708Z

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 ad0b2923-41d4-477f-b1c9-affa28326b30 · outbound

This paper cites A pathology foundation model for cancer diagnosis and prognosis prediction.Nature, 634(8035):970–978, 2024.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow A pathology foundation model for cancer diagnosis and prognosis prediction.Nature, 634(8035):970–978, 2024

Reference 58

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.486189Z

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 12aa345d-3e87-41b0-8495-ef5d7d7864c6 · outbound

This paper cites Histopathology Multi-modal Embedding for Pathology Composed Retrieval.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Histopathology Multi-modal Embedding for Pathology Composed Retrieval

Reference 59

Resolution: verified exact; arxiv_id, observed 2026-07-02T01:17:11.782623Z

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 706d1b09-af5f-438f-bfdf-a2c2f322f11c · outbound

This paper cites The landscape of computational pathology agents from static analysis to autonomous diagnostic workflows.Authorea Preprints, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow The landscape of computational pathology agents from static analysis to autonomous diagnostic workflows.Authorea Preprints, 2026

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.483405Z

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 6be707e4-0beb-472c-9236-81092904c8dd · outbound

This paper cites Octomed: Data recipes for state-of-the-art multimodal medical reasoning.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Octomed: Data recipes for state-of-the-art multimodal medical reasoning

Reference 61

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.442297Z

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 af40c0dd-f056-47b2-8c0c-91045c3889a6 · outbound

This paper cites Pulsemind: A multi-modal medical model for real-world clinical diagnosis.arXiv preprint arXiv:2601.07344, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pulsemind: A multi-modal medical model for real-world clinical diagnosis.arXiv preprint arXiv:2601.07344, 2026

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.427616Z

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 05dfdd3b-beee-46c8-8a81-bef6093f6328 · outbound

This paper cites Cx-mind: a pioneering multimodal large language model for interleaved reasoning in chest x-ray via curriculum-guided reinforcement learning.Information Fusion, page 104027, 2025.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Cx-mind: a pioneering multimodal large language model for interleaved reasoning in chest x-ray via curriculum-guided reinforcement learning.Information Fusion, page 104027, 2025

Reference 63

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.488061Z

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 a2c5468d-9f51-4065-af9b-825f30089d19 · outbound

This paper cites Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Bridging the Gap in Ophthalmic AI: MM-Retinal-Reason Dataset and OphthaReason Model toward Dynamic Multimodal Reasoning

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-07-30T01:19:06.178399Z

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 a17e687b-381a-416b-9b57-17207e5d283a · outbound

This paper cites an unresolved cited work.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-07-08T03:44:29.493800Z

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 5ccd9b67-8f57-47a8-8515-b4e4b5ec8597 · outbound

This paper cites Analysis of thompson sampling for the multi-armed bandit problem.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Analysis of thompson sampling for the multi-armed bandit problem

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.534000Z

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 d355c8c9-6c45-445e-b112-5f87e97654ca · outbound

This paper cites When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains.arXiv preprint arXiv:2603.01301, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow When Does RL Help Medical VLMs? Disentangling Vision, SFT, and RL Gains.arXiv preprint arXiv:2603.01301, 2026

Reference 67

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.408742Z

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 03ef4fc7-2e56-4952-b394-2a5fdf83d290 · outbound

This paper cites Nunext: Reframing nucleus detection as next-point detection.arXiv preprint arXiv:2603.07098, 2026.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Nunext: Reframing nucleus detection as next-point detection.arXiv preprint arXiv:2603.07098, 2026

Reference 68

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.439590Z

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 503e0685-fcaf-4987-b91d-02c46b25c8e1 · outbound

This paper cites an unresolved cited work.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Unresolved cited work

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:15:01.414722Z

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 42af945c-c678-4010-a01a-42f0d0493915 · outbound

This paper cites PathVQA: 30000+ Questions for Medical Visual Question Answering.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 70

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.451589Z

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 6c41d075-8dfc-44e4-9406-73c55ae184a3 · outbound

This paper cites MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow MedXpertQA: Benchmarking Expert-Level Medical Reasoning and Understanding

Reference 71

Resolution: verified exact; local_arxiv, observed 2026-06-30T19:15:01.454125Z

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 1b2ce97f-6a46-4d78-8df4-5e7a21add727 · outbound

This paper cites Omnimed- vqa: A new large-scale comprehensive evaluation benchmark for medical lvlm.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Omnimed- vqa: A new large-scale comprehensive evaluation benchmark for medical lvlm

Reference 72

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.475233Z

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 9280a31f-b6f8-437a-82c4-9a58e30e1853 · outbound

This paper cites Pathmmu: A massive multimodal expert-level benchmark for understanding and reasoning in pathology.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Pathmmu: A massive multimodal expert-level benchmark for understanding and reasoning in pathology

Reference 73

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.481594Z

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 47439454-eb9c-4642-ab54-626c30b972a3 · outbound

This paper cites Introducing-gpt-5-4.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Introducing-gpt-5-4

Reference 74

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.469797Z

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 cb8c04a3-b49f-4781-a88c-347127281820 · outbound

This paper cites Gemini 3 pro - model card.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Gemini 3 pro - model card

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.473398Z

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 27eabf36-5756-45a2-9873-a9fd7cae2328 · outbound

This paper cites Hover-net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images.Medical Image Analysis, 58:101563.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow Hover-net: Simultaneous segmentation and classification of nuclei in multi-tissue histology images.Medical Image Analysis, 58:101563

Reference 76

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.532202Z

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 becba056-eefb-4b06-8965-9f23751ff250 · outbound

This paper cites critical.

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow critical

Reference 77

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.530278Z

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 ae19a0e2-4d0f-4119-aca9-38fc388fb2b8 · outbound

This paper cites [Tool Selection Guide].

PathoSage: Towards Multi-Source Evidence Adjudication in Pathology via Experience-Aware Agentic Workflow [Tool Selection Guide]

Reference 78

Resolution: verified fuzzy; raw_fallback, observed 2026-07-08T03:44:29.509097Z

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.

Coverage vector

Reference resolution

Outbound references

Pith citing papers