Regular biography
Monica Agrawal is an Assistant Professor of Biostatistics & Bioinformatics and Assistant Professor of Computer Science (Joint) at Duke University's Department of Computer Science. Her research focuses on areas related to biostatistics and bioinformatics, with an emphasis on computational methods for biological data. She is affiliated with Duke University and can be contacted via email at monica.agrawal@duke.edu. Her academic profile is also available on Google Scholar at https://scholar.google.com/citations?user=R4Q7jzgAAAAJ.
Scholar-generated biography
Monica Agrawal is an Assistant Professor at Duke University, focusing on the intersection of artificial intelligence and healthcare. Her research explores the application of machine learning techniques to medical data, including the use of large language models for clinical information extraction, cohort selection, and health equity. She also investigates methods for improving the accuracy and reliability of medical knowledge extraction from electronic health records (EHRs). Agrawal's work emphasizes the development of robust systems for data cleaning, knowledge representation, and the evaluation of AI tools in clinical settings. Her research aims to enhance patient care through the integration of AI technologies in healthcare.