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A Proactive Agent Collaborative Framework for Zero‐Shot Multimodal Medical Reasoning

Advanced Intelligent Systems(2025)10.1002/aisy.202400840Source: DataRank Database

A Proactive Agent Collaborative Framework for Zero‐Shot Multimodal Medical Reasoning is a research paper published in Advanced Intelligent Systems (2025). On theSindex it has a DataRank of 0. It has been cited 9 times.

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0DataRank · unranked

Scored on demand from live citation data

Open Access9 citations

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›Methodology & internals

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Pipeline:MetadataData-paper checkEnrichmentCitation networkScoring

Enrichment:Funding (4 grants)Impact (FWCI 11.29)OA: goldTopics (18)IDs (PubMed, PMC, OpenAlex)

FAIR Checklist

Context only (not used in score)

Findable (1/2)

Has DOI

Accessible (1/2)

Open Access

Interoperable (0/2)

Reusable (0/3)

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Authors (5)

Fenglin Liu ORCID,Jiayuan Chen ORCID,Changchang Yin ORCID,Ping Zhang ORCID,Zishan Gu ORCID

Live enrichment

PubMed:40852092 PMC:PMC12370165 OpenAlex:https://openalex.org/W4407153981

National Science Foundation

Grant: IIS‐2145625

Foundation for the National Institutes of Health

Grant: R01AI188576

National Science Foundation

Grant: 2145625

CAREER: Developing Actionable Methods for Observational Health Data

National Institutes of Health

Grant: 1R01AI188576-01

SCH: Improving Early Prediction and Decision-Making for Sepsis with Human-AI Collaboration

FWCI

11.29

Citation Percentile

1.0%

Influential Citations

Citation Trend

2025

2026

goldLicense: cc-by

journalhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400840

GOLDhttps://doi.org/10.1002/aisy.202400840

publisherhttps://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400840

publisherhttps://advanced.onlinelibrary.wiley.com/doi/pdf/10.1002/aisy.202400840

repositoryhttps://pubmed.ncbi.nlm.nih.gov/40852092

Fields of Study

Topic ModelingMultimodal Machine Learning ApplicationsMachine Learning in HealthcareComputer ScienceMedicine0202 electrical engineering, electronic engineering, information engineering02 engineering and technology

Keywords

Computer scienceDomain (mathematical analysis)Task (project management)Artificial intelligenceDomain knowledgeHuman–computer interactionMachine learningAi AgentLarge Language ModelMultimodal Medical ReasoningResearch Article