Dr. Yashbir Singh
SPIE Involvement:
Area of Expertise:
Deep learning , Cardiology , Topological data analysis , Hepatology
Profile Summary

Currently, I am working at Mayo clinic where I am involved in developing innovative informatics tools that can extract and convey the wealth of information available in medical images in a clear and concise fashion to improve patient outcomes. Prior to Mayo clinic, I was working as a Medical scientist at the heart and vascular institute, WVU, Medicine with an interest in artificial intelligence implementation in cardiology.
Before coming to the USA, I completed my Ph.D. in Biomedical Engineering in Taiwan. In my Ph.D., I developed an automated method for detecting the scar tissue in the left ventricular endocardial wall using a deep learning approach. This is the first description of LV endocardial scar tissue detection from delayed enhancement cardiac CT images using a CNN-based method.
Publications (1)

Proceedings Article | 4 April 2022 Presentation + Paper
Proceedings Volume 12037, 120370I (2022) https://doi.org/10.1117/12.2607312
KEYWORDS: Machine learning, Magnetic resonance imaging, Liver, Visualization, Feature extraction, Visual analytics, Vector spaces, Transplantation, Radiology, Matrices

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