Jianing Qiu

MBZUAI

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Multimodal Models (1)Scientific Discovery & Drug Design (1)

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Boqi Chen (1)Xudong Liu (1)Xudong Liu (1)Jiachuan Peng (1)

Papers (1)

Feb 25, 2026

Amazon Science2w ago·also MBZUAI, Oxford, PKU, University of Bern

MEDSYN: Benchmarking Multi-EviDence SYNthesis in Complex Clinical Cases for Multimodal Large Language Models

Despite matching or exceeding human expert performance on generating potential diagnoses, current MLLMs struggle to synthesize multimodal clinical evidence for final diagnosis, revealing a critical gap in their clinical reasoning abilities.

Boqi Chen, Xudong Liu, Xudong Liu +11

Eval Frameworks & Benchmarks Multimodal Models Scientific Discovery & Drug Design

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Jianing Qiu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)