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Lequan Yu*

2 accepted papers

2024

HERGen: Elevating Radiology Report Generation with Longitudinal Data

ECCV 2024poster

"Radiology reports provide detailed descriptions of medical imaging integrated with patients’ medical histories, while report writing is traditionally labor-intensive, increasing radiologists’ workload and the risk of diagnostic errors. Recent efforts in automating this process seek to mitigate thes…

2024

cDP-MIL: Robust Multiple Instance Learning via Cascaded Dirichlet Process

ECCV 2024poster

"Multiple instance learning (MIL) has been extensively applied to whole slide histopathology image (WSI) analysis. The existing aggregation strategy in MIL, which primarily relies on the first-order distance (e.g., mean difference) between instances, fails to accurately approximate the true feature…