Enhancing pre-trained contextual embeddings with triplet loss as an effective fine-tuning method for extracting clinical features from electronic health record derived mental health clinical notes. - Deepali Kulkarni; Abhijit Ghosh; Amey Girdhari; Shaomin Liu; L. Alexander Vance; Melissa Unruh; Joydeep Sarkar (Nat. Lang. Process. J., 2024)

Natural language processing to identify suicidal ideation and anhedonia in major depressive disorder. - L. Alexander Vance; Leslie Way; Deepali Kulkarni; Emily O. C. Palmer; Abhijit Ghosh; Melissa Unruh; Kelly M. Y. Chan; Amey Girdhari; Joydeep Sarkar (BMC Medical Informatics Decis. Mak., 2025)