Rongguang Wang


I'm a final year Ph.D. student in Electrical and Systems Engineering at University of Pennsylvania advised by Prof. Christos Davatzikos and Prof. Pratik Chaudhari. Previously, I earned my master's degree in ECE from Cornell University advised by Prof. Mert Sabuncu. I received my bachelor's degree from University of Nottingham with first class honors.

My research lies in the intersection of machine learning and applications in healthcare and medicine.

I am on the job market! Please reach out if there is an opportunity that might be a good fit.

News

Selected Publications

Adapting Machine Learning Diagnostic Models to New Populations Using a Small Amount of Data: Results from Clinical Neuroscience
Rongguang Wang, Guray Erus, Pratik Chaudhari, Christos Davatzikos.
arXiv / Workshop in Conference on Neural Information Processing Systems (NeurIPS), 2023

Bias in Machine Learning Models Can Be Significantly Mitigated by Careful Training: Evidence from Neuroimaging Studies
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos.
Proceedings of the National Academy of Sciences (PNAS), 2023

Applications of Generative Adversarial Networks in Neuroimaging and Clinical Neuroscience
Rongguang Wang, Vishnu Bashyam, Zhijian Yang, Fanyang Yu, Vasiliki Tassopoulou, Spandana Chintapalli, Ioanna Skampardoni, Lasya Sreepada, Dushyant Sahoo, Konstantina Nikita, Ahmed Abdulkadir, Junhao Wen, Christos Davatzikos.
NeuroImage, 2023

Embracing the Disharmony in Medical Imaging: A Simple and Effective Framework for Domain Adaptation
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos.
Medical Image Analysis (MedIA), 2022

Harmonization with Flow-based Causal Inference
Rongguang Wang, Pratik Chaudhari, Christos Davatzikos.
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021

Services

Editoral board: Radiology: AI

Journal reviewer: Nature Communications, TPAMI, TMLR, TNNLS, TMI, MedIA, JBHI, Radiology

Conference reviewer: NeurIPS, ICML, ICLR, ECCV, IJCAI, AISTAT, MICCAI, ISBI, MIDL


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