Paper Citation Record · LEDGER

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

As of 17 August 2026, this Paper Citation Record lists 50 of 50 outbound references and 9 inbound Pith citation observations for arXiv:2506.19835.

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

pith.paper-citation-record.v1
2506.19835 v1

Coverage vector

measured 50 of 50 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T18:31:37.405119Z

measured 59 of 59 standing notices

One-hop event checks from named stored sources.

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

measured 9 of 9 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:12:14.916090Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-10T18:57:31.597375Z

Reference resolution

50 of 50 outbound references displayed

verified exact1
verified fuzzy3
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 92633426-d237-4489-b1ce-e8e3e63efb3f · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.220934Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5dec0dad-384a-4561-b77e-17f5928869f9 · outbound

This paper cites DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration DISC-MedLLM: Bridging General Large Language Models and Real-World Medical Consultation

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.225124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b84c4150-dcde-473f-86f7-71fba21274f6 · outbound

This paper cites Bentley, G.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Bentley, G

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:31:37.995968Z

Source-reported events for the cited work

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

Observation 9802850f-0045-48fb-83f6-381fedc0bd09 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.233576Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7942a764-7136-4e6a-910c-8649d2c17e1b · outbound

This paper cites HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration HuatuoGPT-Vision, Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.237413Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6eaabc4d-bd26-4ffe-9f41-c3e558271612 · outbound

This paper cites On Domain-Adaptive Post-Training for Multimodal Large Language Models.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration On Domain-Adaptive Post-Training for Multimodal Large Language Models

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.241437Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24eafe85-16d0-431d-99b9-ac34dcd36594 · outbound

This paper cites VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration VideoLLaMA 2: Advancing Spatial-Temporal Modeling and Audio Understanding in Video-LLMs

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.245969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7254e4df-85c4-45f2-92bf-5013e704a966 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.249772Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5719faef-a3f4-49f4-867b-3c53177a938a · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.253592Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1641a753-6bb2-4eef-a35a-44a7d60f7167 · outbound

This paper cites Fleming, Alejandro Lozano, William J.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Fleming, Alejandro Lozano, William J

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.256803Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7c8e5389-73aa-4763-9af1-b14d1ebcd151 · outbound

This paper cites A Dataset for Medical Instructional Video Classification and Question Answering.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration A Dataset for Medical Instructional Video Classification and Question Answering

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-15T18:31:37.749709Z

Source-reported events for the cited work

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

Observation 65a06b9e-818e-4f79-ac6b-fec76aad0da3 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.264076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddc1e8c6-7ec6-444e-b896-3037dc1f808e · outbound

This paper cites MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration MedAlpaca -- An Open-Source Collection of Medical Conversational AI Models and Training Data

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.267449Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79656e4f-e10b-46e5-a80e-56bd4cfca47c · outbound

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

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration PathVQA: 30000+ Questions for Medical Visual Question Answering

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.270958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1214c9fb-ccec-40dc-b399-6212f9134c7f · outbound

This paper cites Sound-Dr: Reliable Sound Dataset and Baseline Artificial Intelligence System for Respiratory Illnesses.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Sound-Dr: Reliable Sound Dataset and Baseline Artificial Intelligence System for Respiratory Illnesses

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.274618Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 00a78582-67be-4fef-9ef5-c9a25425da84 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.278115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e001f0a2-6657-4b44-9644-af6dd0bb02b2 · outbound

This paper cites What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration What Disease does this Patient Have? A Large-scale Open Domain Question Answering Dataset from Medical Exams

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.281363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d398ce58-1502-4a92-a511-1c6ccc58256a · outbound

This paper cites Cohen, and Xinghua Lu.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Cohen, and Xinghua Lu

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.285785Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ff768d59-03e9-446a-95eb-29992149917f · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.980923Z

Source-reported events for the cited work

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

Observation fec22e3b-8e44-46e6-81a7-1aa9f6cb689b · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.293081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 21c66fdb-b6df-44e2-9466-7bea45dafd90 · outbound

This paper cites Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Qilin-Med-VL: Towards Chinese Large Vision-Language Model for General Healthcare

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.296522Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3d8447d2-5ceb-4478-bdc5-f31da2d003d6 · outbound

This paper cites A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration A Dynamic LLM-Powered Agent Network for Task-Oriented Agent Collaboration

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.300214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 489f38a0-6761-4268-b2f8-e3c800e8fba1 · outbound

This paper cites GPT-4 Technical Report.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration GPT-4 Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.303956Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0b7ac0f4-07c9-4ebc-b609-fc76a85160ef · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.308163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4add9cb5-00cb-4a2c-afe8-474a557f3e25 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 25

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.959806Z

Source-reported events for the cited work

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

Observation 7c306e0c-ede0-4d56-86f8-eb0b1263d3d4 · outbound

This paper cites DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.316452Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a707a2d8-366c-40b6-a702-3d0125ccb1af · outbound

This paper cites Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Multi-Agent Collaboration: Harnessing the Power of Intelligent LLM Agents

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.320205Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d376c5b-1895-4518-84ae-e5663826b06b · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.950317Z

Source-reported events for the cited work

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

Observation 99a540f9-1e20-4af3-8cf2-ab5376c8fe15 · outbound

This paper cites Shaker, Sahal Shaji Mullappilly, Hisham Cholakkal, Rao Muhammad Anwer, Salman H.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Shaker, Sahal Shaji Mullappilly, Hisham Cholakkal, Rao Muhammad Anwer, Salman H

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:31:37.939906Z

Source-reported events for the cited work

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

Observation 62777101-e787-499d-9124-f36531efd886 · outbound

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

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration LLaMA: Open and Efficient Foundation Language Models

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.331636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1f0356a-4922-41af-95f3-e955f5681981 · outbound

This paper cites Llama 2: Open Foundation and Fine-Tuned Chat Models.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Llama 2: Open Foundation and Fine-Tuned Chat Models

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.335239Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69d445b5-9aeb-459d-80c5-c8a3680e89ca · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 32

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.930479Z

Source-reported events for the cited work

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

Observation 1548b9eb-ca95-4242-8e44-08600d13f529 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.343977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d960c394-6608-4b04-bbc0-3e6da03c2ca2 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.347733Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bca881b-149a-43d1-9f2f-b45a3b71ec94 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 35

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.920667Z

Source-reported events for the cited work

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

Observation f6f315c6-5de0-431a-83dc-956088a9637d · outbound

This paper cites DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration DeepLesion: Automated Deep Mining, Categorization and Detection of Significant Radiology Image Findings using Large-Scale Clinical Lesion Annotations

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.356462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28fe0127-3a3e-45f8-a36c-2e465e957304 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.359984Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b89398e9-4f49-4571-87ad-dad0d6efb9a8 · outbound

This paper cites Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Qilin-Med: Multi-stage Knowledge Injection Advanced Medical Large Language Model

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.364251Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 09f4ea62-8ad7-40ac-a99a-d569b7fb602f · outbound

This paper cites Suchow, Zhenyu Cui, Rong Liu, Zhaozhuo Xu, Denghui Zhang, Koduvayur Subbalakshmi, Guojun Xiong, Yueru He, Jimin Huang, Dong Li, and Qianqian Xie.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Suchow, Zhenyu Cui, Rong Liu, Zhaozhuo Xu, Denghui Zhang, Koduvayur Subbalakshmi, Guojun Xiong, Yueru He, Jimin Huang, Dong Li, and Qianqian Xie

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T18:31:37.911265Z

Source-reported events for the cited work

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

Observation b5846c60-ac8d-4f25-983f-d37f98d2ccf1 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.370916Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a29ab2b9-f6e9-47cb-81eb-9ec3c3891f27 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.374473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78fc2d3f-cf59-418e-9ed6-06e9e5e5de5b · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.378179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 83e324db-56f6-4d13-b859-7257380b7498 · outbound

This paper cites PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.382009Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ca05342-502c-4301-be99-d8a78f603b66 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.385503Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a1d38bac-6578-4df3-a1b4-fdfcdac1b265 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.388784Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 864c4f99-74e3-4a03-bd87-8fb37099d2d0 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.392148Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e56add32-7fec-47c5-9c1d-8971fa0539e1 · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 47

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.895459Z

Source-reported events for the cited work

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

Observation 60c05a45-ccd2-40db-a89f-26f5d460ed9c · outbound

This paper cites an unresolved cited work.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration Unresolved cited work

Reference 48

Resolution: unresolved; raw_fallback, observed 2026-08-15T18:31:37.885460Z

Source-reported events for the cited work

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

Observation 9ba5d155-9feb-4d74-be81-5125e3481819 · outbound

This paper cites online" 'onlinestring :=.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration online" 'onlinestring :=

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.401469Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 012b0802-1a3e-44ea-a2c8-5b25ff2df97a · outbound

This paper cites write newline.

MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration write newline

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-15T18:31:37.405119Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation 5173f272-3812-40fe-9dea-a54dfdc8456d · inbound

Large Language Models for Zero-Shot Multicultural Name Recognition cites this paper.

Large Language Models for Zero-Shot Multicultural Name Recognition MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T19:57:05.343035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c0f02167-b11d-450b-84ee-efd249df8742 · inbound

Unlocking Compositional Control: Self-Supervision for LVLM-Based Image Generation cites this paper.

Unlocking Compositional Control: Self-Supervision for LVLM-Based Image Generation MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T20:01:49.990147Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 682ff5f4-01e0-4636-a69f-8cffd40bb5fe · inbound

LVLM-Composer's Explicit Planning for Image Generation cites this paper.

LVLM-Composer's Explicit Planning for Image Generation MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T19:58:05.710909Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2febc3bb-9713-491c-8298-99b41b4f4f2a · inbound

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs cites this paper.

CIMR: Contextualized Iterative Multimodal Reasoning for Robust Instruction Following in LVLMs MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T15:04:59.938273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 38cac1a9-e482-47a4-beb8-cd3c4b13a97c · inbound

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation cites this paper.

LumiGen: An LVLM-Enhanced Iterative Framework for Fine-Grained Text-to-Image Generation MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T01:06:40.395376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b522645-74d5-4dcf-8a35-e2b4dfdee998 · inbound

Hierarchical Contextual Grounding LVLM: Enhancing Fine-Grained Visual-Language Understanding with Robust Grounding cites this paper.

Hierarchical Contextual Grounding LVLM: Enhancing Fine-Grained Visual-Language Understanding with Robust Grounding MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T17:12:14.916090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4e170a4a-2437-4a1c-a3ff-6f0c1cee9bec · inbound

Context-Adaptive Synthesis and Compression for Enhanced Retrieval-Augmented Generation in Complex Domains cites this paper.

Context-Adaptive Synthesis and Compression for Enhanced Retrieval-Augmented Generation in Complex Domains MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-05T15:50:52.145593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2532ebb-2717-4b17-ad55-c4d9239ad38c · inbound

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA cites this paper.

UniReason-Med: A Shared Grounded Reasoning Interface for 2D-to-3D Transfer in Medical VQA MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 162

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T09:47:59.581973Z

Source-reported events for the cited work

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

Observation 61a93d89-c3b2-4b6b-9190-62c400a3dd63 · inbound

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning cites this paper.

Aligning Clinical Needs and AI Capabilities: A Survey on LLMs for Medical Reasoning MAM: Modular Multi-Agent Framework for Multi-Modal Medical Diagnosis via Role-Specialized Collaboration

Reference 150

Resolution: metadata mismatch; local_arxiv, observed 2026-07-10T18:57:31.598707Z

Source-reported events for the cited work

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