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Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 8 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 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 8 of 8 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 8 of 8 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T20:01:49.990147Z

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

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

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.

source=pdf_text observed=2026-08-06T19:57:05.343035Z digest=sha256:1db2b10560ee93d2358c0c2b1964ca78ab2166f1f1696ebf71c8bd86384d3e55

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.

source=pdf_text observed=2026-08-06T20:01:49.990147Z digest=sha256:52133c625acd54a38c7c7ddb55bdcbbae299238658b18da8342291e41621a20e

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.

source=pdf_text observed=2026-08-06T19:58:05.710909Z digest=sha256:849c085738a720c6c3dc61b8b032ea531434e067cf6b03949a787e4fc5a33493

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.

source=pdf_text observed=2026-08-06T15:04:59.938273Z digest=sha256:1abce06207b67381fd502998fb820255eb0cbf3cb98570aec9f7039d0f5b839c

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.

source=pdf_text observed=2026-08-06T01:06:40.395376Z digest=sha256:29c9e672bc4c9be0efdfb9c3634263755f65964f5ea037b1bc14c908dcd29014

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.

source=pdf_text observed=2026-08-05T15:50:52.145593Z digest=sha256:910582c670a6718f0548acd1d62710157dcfe87faf57516ca9f3b63e6de46d9b

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

source=arxiv_source observed=2026-06-27T10:21:12.782864Z digest=sha256:f53f94f37f123b99f0308e93879ed5ad9f21594101d185c0f61ec074d057e7da

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

source=pdf_text observed=2026-07-10T18:50:22.827472Z digest=sha256:5c27dc2670e3c5d5dbb5dd4b251872445a74fd7d87d0602c9f02c82cddaab2b6