Published numerous academic papers, some of which include:
- 'Graph Neural Network on Electronic Health Records for Predicting Alzheimer's Disease'
- 'Towards Quantification of Bias in Machine Learning for Healthcare: A Case Study of Renal Failure Prediction'
- 'Artificial intelligence and cancer'
- And more papers related to applications of NLP, deep learning in medical imaging, and histopathology.
Research Experience
Has conducted research across various fields, including but not limited to:
- Electronic Health Records and AI
- Natural Language Processing for Clinical Notes
- Deep Learning for Brain MRI
- Deep Learning for Histopathology
Background
Assistant Professor (Research) at the Predictive Analytics Unit, Center for Healthcare Innovation and Delivery Sciences, New York University Langone Medical Center. Her research focuses on Electronic Health Records and AI.