Ayako Ito

Technical University of Munich, Juntendo University Graduate School of Medicine

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Multimodal Models (1)Tool Use & Agents (1)

Frequent co-authors

Zhengyang Xu (1)Jingsong Liu (1)Linrui Xie (1)Xun Ma (1)

Papers (1)

Mar 2, 2026

Mar 2, 2026·also BIGAI, DUT, Juntendo University Graduate School of Medicine, Munich Center for Machine Learning +4

MMNavAgent: Multi-Magnification WSI Navigation Agent for Clinically Consistent Whole-Slide Analysis

By mimicking how pathologists dynamically integrate global and cellular evidence across multiple magnifications, MMNavAgent significantly boosts WSI diagnostic performance.

Zhengyang Xu, Jingsong Liu, Linrui Xie +9

Computer Vision Multimodal Models Tool Use & Agents

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Ayako Ito

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)