Scholar

Ziyan Huang (黄子炎)

Google Scholar ID: BshL3fUAAAAJ

Shanghai Jiao Tong University

Auto MLMedical Image Analysis

Citations & Impact

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Citations

982

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Publications

Co-authors

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Publications

20 items

Browse publications on Google Scholar (top-right) ↗

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Academic Achievements

Led development of STU-Net: the largest pre-trained medical image segmentation model (1.4B parameters) based on the largest public dataset (>100k annotations) as of April 2023
A-Eval accepted by MedIA 2025, establishing a cross-dataset and cross-modality benchmark for abdominal multi-organ segmentation
UNet-Benchmark study published in Scientific Reports 2025, revisiting model scaling strategies for 3D medical image segmentation with U-Net
Champion of MICCAI FLARE22 Challenge and FLARE24 Task2 Challenge
Open-sourced multiple medical segmentation projects on GitHub with significant community engagement (292+ stars)

Co-authors

12 total