Scholar
Jiancheng Yang
Google Scholar ID: EHkDyiUAAAAJ
ELLIS Institute Finland & Aalto University
AI for Health
3D Vision
Medical Image Analysis
Machine Learning
Spatial Intelligence
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Citations & Impact
All-time
Citations
5,055
H-index
26
i10-index
50
Publications
20
Co-authors
33
list available
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Publications
21 items
Readout Blindness: VLM Scores Miss the Spatial Direction Their Frozen Encoders Retain
2026
Cited
0
NeurDuo-EEG: A Long-Sequence EEG Foundation Model with Persistent State and Explicit Memory
2026
Cited
0
What Makes a Good Medical Image Tokenizer? Rethinking Reconstruction and Generation in Medical Image Tokenization
2026
Cited
0
Are LLMs Ready to Assist Physicians? PhysAssistBench for Interactive Doctor-Patient-EHR Assistance
2026
Cited
0
DDX-TRACE: A Benchmark for Medical Diagnostic Trajectories in VLMs
2026
Cited
0
GenMed: A Pairwise Generative Reformulation of Medical Diagnostic Tasks
2026
Cited
0
Refining 3D Medical Segmentation with Verbal Instruction
2026
Cited
0
EyeWorld: A Generative World Model of Ocular State and Dynamics
2026
Cited
0
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Resume
Academic Achievements
Authored over 60 publications
Developed MedMNIST, a benchmark with 18 standardized biomedical image datasets
Paper selected as MICCAI'25 Spotlight; another paper early accepted to MICCAI'25
Serves as Area Chair for MICCAI/MIDL conferences
Editorial Board Member of npj Digital Medicine
Named to Forbes 30 Under 30
Recipient of the WAIC Yunfan Award
Led development of NMPA-approved medical AI products with multi-million-dollar venture funding
Co-authors
10 total
Hanspeter Pfister
An Wang Professor of Computer Science, Harvard University
Qi Tian (田奇), PhD, Fellow of ACM and IEEE, IEAS Academician
Chief AI Scientist at Huawei CBG & Director of Guangming Laboratory, Shenzhen, China
Xiaoyang Huang
Shanghai Jiao Tong University
Pascal Fua
Professor Computer Science, EPFL
Mingguang He
The Hong Kong Polytechnic University
bo du
School of Computer Science, Wuhan University
Siyu Huang
Assistant Professor, Clemson University
Hongwei Bran Li
Martinos Center, MGH, Harvard Medical School