Christos Davatzikos

Joined

November 2017

Names

Christos Davatzikos

Emails

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

Personal Links

Career & Education History

Dr. Center for Biomedical Image Computing and Analytics/Director Section of Biomedical Image Analysis

University of Pennsylvania (upenn.edu)

2002 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

Biomedical Image Analysis

Machine learning in Imaging

Imaging Biomarkers of Neurologic and Neuropsychiatric Diseases.

2002 – 2017

Publications

Source-Free Active Learning for Adapting Alzheimer’s Diagnostic Deep Learning Models Across Neuroimaging Cohorts
Theofanis Ganitidis, Maria Eleftheria Vlontzou, Maria Athanasiou, Christos Davatzikos, Konstantina S. Nikita
- BHI 2025
- Readers: Everyone
Predicting Functional Brain Connectivity with Context-Aware Deep Neural Networks
Alexander Ratzan, Sidharth Goel, Junhao Wen, Christos Davatzikos, Erdem Varol
- NeurIPS 2025 poster
- Readers: Everyone
Gene-SGAN: discovering disease subtypes with imaging and genetic signatures via multi-view weakly-supervised deep clustering
Zhijian Yang, Junhao Wen, Christos Davatzikos
- Nature Communications
- Readers: Everyone
A deep learning framework identifies dimensional representations of Alzheimer’s Disease from brain structure
Zhijian Yang, Ilya Nasrallah, Christos Davatzikos
- Nature Communications
- Readers: Everyone
Adaptive Shrinkage Estimation for Personalized Deep Kernel Regression in Modeling Brain Trajectories
Vasiliki Tassopoulou, Haochang Shou, Christos Davatzikos
- ICLR 2025 Poster
- Readers: Everyone
Investigating Causality Between Genotype And Clinical Phenotype In Neurological Disorders Using Structural Causal Model and Normalizing Flow
Fanyang Yu, Rongguang Wang, Pratik Chaudhari, Christos Davatzikos
- DGM4H NeurIPS 2023 Poster
- Readers: Everyone
Surreal-GAN:Semi-Supervised Representation Learning via GAN for uncovering heterogeneous disease-related imaging patterns
Zhijian Yang, Junhao Wen, Christos Davatzikos
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Poster
- Readers: Everyone
Learning Robust Hierarchical Patterns of Human Brain across Many fMRI Studies
Dushyant Sahoo, Christos Davatzikos
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
An EM algorithm for brain tumor image registration: A tumor growth modeling based approach
Ali Gooya, George Biros, Christos Davatzikos
- 2010 (modified: 10 Nov 2022)
- CVPR Workshops 2010
- Readers: Everyone
Application of trace-norm and low-rank matrix decomposition for computational anatomy
Nematollah Batmanghelich, Ali Gooya, Stathis Kanterakis, Ben Taskar, Christos Davatzikos
- 2010 (modified: 10 Nov 2022)
- CVPR Workshops 2010
- Readers: Everyone

View all 22 publications

Co-Authors

View all 43 co-authors