Kayhan Batmanghelich
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
Dec 23, 2019
Our paper (Explanation by Progressive Exaggeration) is accepted as a Spotlight paper to ICLR 2020! Congrats to Sumedha!
Nov 11, 2019
Two papers (#1, #2) are accepted to AAAI 2020! Big congrats to Junxiang Chen, Yanwu Xu, and Mingming Gong!
Oct 02, 2019
Excited to give a talk about our recent NeurIPS paper at SAP Research Retreat!
Sep 04, 2019
Our manuscript is accepted to NeurIPS 2019 (Spotlight 2.4%)! Big congrats to Mingming and Yanwu! The code is in this repo.
Feb 12, 2019
First BatmanLab alumni! Congratulation to Mingming for accepting a new position as a lecturer (Assistant Professor) at the School of Mathematics and Statistics at the University of Melbourne!
Sep 15, 2018
Our collaborative proposal with Suvrit Sra (MIT) received $600K from the NSF Division of Mathematical Sciences!
Jun 18, 2018
Mingming‘s team won the single image depth prediction competition in Robust Vision Challenge 2018!
Selected Publications
K.N. Batmanghelich, A. Dalca, G. Quon, M. Sabuncu, P. Golland
IEEE Trans Med Imaging
S. Singla, B. Pollack, J. Chen, K. Batmanghelich
Eighth International Conference on Learning Representations (ICLR)
S. Singla, M. Gong, S. Ravanbakhsh, F. Sciurba, B. Poczos, K. Batmanghelich
Medical Image Computing & Computer-Assisted Intervention (MICCAI)
M.*, Y. Xu*, Ch. Li, Kun Zhang, K. Batmanghelich (*: equal contribution)
NeurIPS 2019 [Spotlight 2.4%]