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Mingchen Gao
Radiology And Imaging Science
Medical Image Analysis
Magnetic Resonance Imaging (MRI)
Computational Medical Imaging
About
Currently I am an Assistant Professor in the Department of Computer Science and Engineering of University at Buffalo.
I spent three years as a Postdoctoral Fellow in Department of Radiology and Imaging Science of the Clinical Center at National Institutes of Health.
I received PhD in Computer Science from Rutgers University in 2014, under supervision of Prof. Dimitris N. Metaxas. I received my B.S. degree from Chien-shiung Wu College (Gifted Young Class), Southeast University, Nanjing, China in 2007.
Research Performance Summary
2011-2026
Active Research Span
First Recorded Paper
Abnormal detection using interaction energy potentials
Year:
2011
Citations:
299
Venue:
CVPR 2011
Latest Recorded Paper
CWCD: Category-Wise Contrastive Decoding for Structured Medical Report Generation
Year:
2026
Citations:
0
Venue:
Medical Imaging with Deep Learning
Last 10 Years Publication Activity
This timeline shows the professor's yearly publication activity.
Publication Venues and Collaboration
Journal, Conference, and Book Publication Breakdown
Top Coauthors
Gao
Zhang
Shen
Research Impact by Period
Papers
6
Citations
5
Avg. Citations / Paper
0.8
H-Index
2
Papers
39
Citations
784
Avg. Citations / Paper
20.1
H-Index
16
Papers
22
Citations
8584
Avg. Citations / Paper
390.2
H-Index
16
Papers
15
Citations
519
Avg. Citations / Paper
34.6
H-Index
8
Contact and Professional Links
Detected Research Keywords
Convolutional Neural Networks
Few Shot Learning
Brain Tumor Segmentation
Partial Volume Correction
Federated Adversarial Domain
Adversarial Domain Adaptation
Neural Networks Computer
Networks Computer Aided
Computer Aided Detection
Interstitial Lung Diseases