Tushar Mungle

Postdoctoral Scholar, Biomedical Informatics

Bio

Tushar Mungle is postdoctoral scholar in Boussard lab at Stanford Center for Biomedical Informatics Research. He received bachelor's and master's degree in computer science followed by Ph.D. in clnical informatics. His work involve deducing inferences from electronic health records/clinical data and provide feasible solutions to existing bedside or physician encountered clinical problems. Previously at Tata Medical Center Kolkata, India, he was involved in analyzing pediatric acute lymphoblastic leukemia maintenance therapy (MT) data and developed tools to standardize the MT practice. Additionally, he investigated clinical data pertaining to ICiCLe-ALL-14 clinical trial sub-studies, and gallbladder cancer. He is extensively trained in R and python programming languages, statistics, longitudinal data analysis and predictive modeling.

Honors & Awards

Special Award for Oral Presentation, XIIIth SIOP Asia Conference (2021)
Qualified "Graduate Aptitude Test in Engineering" (GATE), Department of Higher Education, Ministry of Education (MoE), Government of India. (2012)
University Rank 3rd, Bachelor of Engineering, RTMN University (2011)

Professional Education

Ph.D., Indian Institute of Technology Kharagpur, Clinical Informatics (2020)
Master of Technology, Manipal Institute of Technology, Computer Science and Technology (2014)
Bachelor of Engineering, SVPCET, RTMN University, Computer Engineering (2011)

Current Research and Scholarly Interests

Use electronic health records (EHRs) to identify and classify common ocular diseases such as glaucoma, diabetic retinopathy, and macular degeneration. We aim to develop an approach to accurately identify these conditions using EHRs. This will be followed by cluster analysis to identify novel subtypes of these conditions that have not been recognized before. Finally, we will develop an approach to extract outcome data from EHRs for patients with these conditions in the primary care setting.

All Publications

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