Christos Davatzikos

Full Professor, radiology, University of Pennsylvania, University of Pennsylvania

Joined

May 2025

Names

Christos Davatzikos (Preferred)

Emails

****@pennmedicine.upenn.edu (Confirmed)

Personal Links

Homepage

Career & Education History

Full Professor

radiology, University of Pennsylvania, University of Pennsylvania (upenn.edu)

2007 – Present

Advisors, Relations & Conflicts

PhD Advisor

Jerry L Prince

Present

Expertise

medical imaging

1995 – Present

Publications

Unpaired-to-paired data synthesis: Learning to model disease effects via contrastive analysis of neuroimaging-derived features
Sai Spandana Chintapalli, Christos Davatzikos
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands
Vasiliki Tassopoulou, Charis Stamouli, Haochang Shou, George J. Pappas, Christos Davatzikos
- NeurIPS 2025 poster
- Readers: Everyone
Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories
Vasiliki Tassopoulou, Haochang Shou, Christos Davatzikos
- CoRR 2025
- Readers: Everyone
Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning
Junhao Wen, Mathilde Antoniades, Zhijian Yang, Gyujoon Hwang, Ioanna Skampardoni, Rongguang Wang, Christos Davatzikos
- CoRR 2024
- Readers: Everyone
Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering
Zhijian Yang, Junhao Wen, Ahmed Abdulkadir, Yuhan Cui, Güray Erus, Elizabeth Mamourian, Randa Melhem, Dhivya Srinivasan, Sindhuja T. Govindarajan, Jiong Chen, Mohamad Habes, Colin L. Masters, Paul Maruff, Jurgen Fripp, Luigi Ferrucci, Marilyn S. Albert, Sterling C. Johnson, John C. Morris, Pamela LaMontagne, Daniel S. Marcus et al. (8 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 28 Jun 2023
- CoRR 2023
- Readers: Everyone
Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns
Zhijian Yang, Junhao Wen, Christos Davatzikos
- ICLR 2022
- Readers: Everyone

Co-Authors

View all 35 co-authors

Christos Davatzikos

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Unpaired-to-paired data synthesis: Learning to model disease effects via contrastive analysis of neuroimaging-derived features

Uncertainty-Calibrated Prediction of Randomly-Timed Biomarker Trajectories with Conformal Bands

Adaptive Shrinkage Estimation For Personalized Deep Kernel Regression In Modeling Brain Trajectories

Dimensional Neuroimaging Endophenotypes: Neurobiological Representations of Disease Heterogeneity Through Machine Learning

Gene-SGAN: a method for discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering

Surreal-GAN: Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns

Co-Authors