Kayhan Batmanghelich

GitHub   LinkedIn   Twitter   GoogleScholar

Kayhan Batmanghelich

Assistant Professor
Department of Biomedical Informatics

kayhan@pitt.edu
Phone: 412-648-9037
Pitt DBMI Website
My CV

Admin Support: Lucy Cafeo (lac64@pitt.edu)

Room 531
5607 Baum Blvd, Suite 500
Pittsburgh, PA 15206-3701

I am an Assistant Professor of Department of Biomedical Informatics and Intelligent Systems Program with secondary appointments in the Computer Science and Electrical Engineering Departments at the University of Pittsburgh and an adjunct faculty in the Machine Learning Department at the Carnegie Mellon University. My research is at the intersection of medical vision (medical image analysis), machine learning, and bioinformatics. I develop algorithms to analyze and understand medical image along with genetic data and other electrical health records such as the clinical report. For example, we are developing a probabilistic model to extract information from brain images (Magnetic Resonance Images) of patients with Alzheimer’s disease and relate them the underlying genetic markers involved in the disease. We are interested in method development as well as translational clinical problems because after all, exciting research directions are coming from real applications. Read More

Recent News

10/02/2019

Oct 02, 2019

Excited to give a talk about our recent NeurIPS paper at SAP Research Retreat!

Selected Publications

Probabilistic Modeling of Imaging, Genetics and the Diagnosis

K.N. Batmanghelich, A. Dalca, G. Quon, M. Sabuncu, P. Golland
IEEE Trans Med Imaging

Explanation by Progressive Exaggeration

S. Singla, B. Pollack, J. Chen, K. Batmanghelich

Eighth International Conference on Learning Representations (ICLR)

 

Subject2Vec: Generative-Discriminative Approach from a Set of Image Patches to a Vector

S. Singla, M. Gong, S. Ravanbakhsh, F. Sciurba, B. Poczos, K.  Batmanghelich
Medical Image Computing & Computer-Assisted Intervention (MICCAI)

Twin Auxiliary Classifiers GAN

M.*, Y. Xu*, Ch. Li, Kun Zhang, K. Batmanghelich (*: equal contribution)
NeurIPS 2019 [Spotlight 2.4%]

Lab Members

Junxiang Chen

Post Doctoral Researcher (PhD)

Brian Pollack

Post Doctoral Researcher (PhD)

Sumedha Singla

Research Assistant (Pitt-CS)

Li Sun

Research Assistant (Pitt-ISP)

Yanwu Xu

Research Assistant (Pitt-ISP)

Ke Yu

Research Assistant (Pitt-ISP)

Debdas Ghosh

Intern (Pitt-IS)

Rohit Kumar Jena

Intern (CMU-Robotics)

Sead Nikšić

Intern (Pitt-ECE)

Alumni

Jiaming Bai

Lisa Hou

Fan Qian

Keyi Yu