Deepali Kulkarni

According to our database, Deepali Kulkarni authored at least 3 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

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., December, 2025

Predicting treatment retention in medication for opioid use disorder: a machine learning approach using NLP and LLM-derived clinical features.

Fateme Nateghi Haredasht, Ivan Lopez, Steven Tate, Pooya Ashtari, Min Min Chan, Deepali Kulkarni, Chwen-Yuen Angie Chen, Maithri Vangala, Kira Griffith, Bryan Bunning, Adam S. Miner, Tina Hernandez-Boussard, Keith Humphreys, Anna Lembke, L. Alexander Vance, Jonathan H. Chen

J. Am. Medical Informatics Assoc., 2025

2024

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