معرفی
Tania Banerjee, Ph.D., is an Assistant Professor at the University of Houston in the Department of Information Science Technology with a joint appointment in Electrical and Computer Engineering. Her research bridges artificial intelligence and healthcare, focusing on predictive analytics for neurological disorders and mental health risks.
- Ph.D. in Computer and Information Science and Engineering (2012), University of Florida
Her work applies machine learning to:
- Predict deep brain stimulation (DBS) success in Parkinson's patients
- Develop genomic-environmental models for chronic rhinosinusitis
- Identify depression and suicidal ideation risks proactively
Recent publications highlight her expertise in:
- Traffic analysis systems (2019-2024)
- Scientific data compression frameworks (MGARD, 2023)
- Neural network constraint modeling (2022)
- Multi-sensor safety systems (2023)
Email: tbanerje@central.uh.edu
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