Paper Citation Record · LEDGER

MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 17 inbound Pith citation observations for arXiv:2410.13085.

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

pith.paper-citation-record.v1
2410.13085 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 17 of 17 standing notices

One-hop event checks from named stored sources.

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

measured 17 of 17 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:35:56.656089Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T04:09:34.189769Z

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 446b6532-d96d-450e-bd5d-1408315f2191 · inbound

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation cites this paper.

Ask in Any Modality: A Comprehensive Survey on Multimodal Retrieval-Augmented Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T23:35:56.656089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69e9cec2-5a46-42f0-af9d-c514275dfb14 · inbound

Benchmarking Poisoning Attacks against Retrieval-Augmented Generation cites this paper.

Benchmarking Poisoning Attacks against Retrieval-Augmented Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-07T14:32:58.946846Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8b00934-d4bf-499e-a129-23641da62f2b · inbound

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation cites this paper.

mRAG: Elucidating the Design Space of Multi-modal Retrieval-Augmented Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-07T12:42:27.113416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2742562c-ddeb-4354-bf06-1157a149b324 · inbound

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation cites this paper.

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T12:33:14.060873Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e2dbe96d-6737-4bea-822a-aed2561d4f2c · inbound

MIRA: A Novel Framework for Fusing Modalities in Medical RAG cites this paper.

MIRA: A Novel Framework for Fusing Modalities in Medical RAG MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T18:34:25.495015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d5c086df-ac1b-4c52-91ab-9783d4e66fa2 · inbound

QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval cites this paper.

QuRe: Query-Relevant Retrieval through Hard Negative Sampling in Composed Image Retrieval MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T16:52:25.333053Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b1af2f5-c375-4af6-8573-bf58fde856c3 · inbound

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey cites this paper.

Empowering Multimodal LLMs with External Tools: A Comprehensive Survey MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 127

Resolution: unresolved; no resolver link, observed 2026-08-05T20:28:54.438432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0bf14cf-8f50-46b5-b013-930594d39a68 · inbound

Active Learning for Neurosymbolic Program Synthesis cites this paper.

Active Learning for Neurosymbolic Program Synthesis MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-05T17:44:13.092035Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34dc12ff-cf9e-4297-a82c-86d0ef4494f8 · inbound

KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering cites this paper.

KG-ViP: Bridging Knowledge Grounding and Visual Perception in Multi-modal LLMs for Visual Question Answering MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-03T10:44:10.519505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation afe62d2c-1479-4faa-bed6-f140d208d9f0 · inbound

SemEnrich: Self-Supervised Semantic Enrichment of Radiology Reports for Vision-Language Learning cites this paper.

SemEnrich: Self-Supervised Semantic Enrichment of Radiology Reports for Vision-Language Learning MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 25

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T08:11:03.253190Z

Source-reported events for the cited work

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

Observation 0d2ae102-195c-4f60-bb8c-df28f51389ba · inbound

Neuro-Oracle: A Trajectory-Aware Agentic RAG Framework for Interpretable Epilepsy Surgical Prognosis cites this paper.

Neuro-Oracle: A Trajectory-Aware Agentic RAG Framework for Interpretable Epilepsy Surgical Prognosis MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 33

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:01:04.434003Z

Source-reported events for the cited work

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

Observation 6ade5e22-e56a-4f8b-ae21-96f7233bdd2c · inbound

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation cites this paper.

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:51:06.805857Z

Source-reported events for the cited work

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

Observation 4b6c4a21-15ae-40e8-afa5-d9b6e8c13167 · inbound

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation cites this paper.

Retina-RAG: Retrieval-Augmented Vision-Language Modeling for Joint Retinal Diagnosis and Clinical Report Generation MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:00:54.913334Z

Source-reported events for the cited work

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

Observation a1777d55-4012-4ef2-83d7-d4ad799d568f · inbound

MicroWorld: Empowering Multimodal Large Language Models to Bridge the Microscopic Domain Gap with Multimodal Attribute Graph cites this paper.

MicroWorld: Empowering Multimodal Large Language Models to Bridge the Microscopic Domain Gap with Multimodal Attribute Graph MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-12T03:11:19.111826Z

Source-reported events for the cited work

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

Observation 21c6973c-56be-4a1d-886f-dfa84ec2e882 · inbound

FLOWREADER: Min-Cost Flow Optimization for Multi-Modal Long Document Q&A cites this paper.

FLOWREADER: Min-Cost Flow Optimization for Multi-Modal Long Document Q&A MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-02T20:17:21.479744Z

Source-reported events for the cited work

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

Observation 3221bf60-8c4e-4918-9192-50c2fa15a4e9 · inbound

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes cites this paper.

The Periodic Table of LLM Reasoning: A Structured Survey of Reasoning Paradigms, Methods, and Failure Modes MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 268

Resolution: verified exact; arxiv_id, observed 2026-07-03T05:57:41.394491Z

Source-reported events for the cited work

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

Observation 0675c5e1-f10d-418c-87b6-4eadbcc6dfd5 · inbound

MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization cites this paper.

MedRLM: Recursive Multimodal Health Intelligence for Long-Context Clinical Reasoning, Sensor-Guided Screening, Evidence-Grounded Decision Support, and Community-to-Tertiary Referral Optimization MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models

Reference 13

Resolution: verified exact; arxiv_id, observed 2026-07-04T04:09:34.191816Z

Source-reported events for the cited work

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