Da-eun Ellen Lee
Postdoctoral Associate in the Child Study CenterAbout
Titles
Postdoctoral Associate in the Child Study Center
Biography
Dr. Daeun Ellen Lee is a Postdoctoral Associate at Yale School of Medicine's Child Study Center, collaborating with Dr. Christine Cha. She earned her Ph.D. in Applied Artificial Intelligence from Sungkyunkwan University (SKKU) in Seoul, Republic of Korea, in August 2024.
Dr. Lee's primary research focuses on Affective Computing, specializing in Natural Language Processing (NLP) and Multi-Modal Learning to create accessible AI-driven healthcare solutions for real-world challenges. Her work emphasizes interdisciplinary studies, particularly in developing deep learning models for suicide prevention by combining artificial intelligence and psychological insights.
Appointments
Child Study Center
Postdoctoral AssociatePrimary
Other Departments & Organizations
Education & Training
- PhD
- Sungkyunkwan University, Applied Artificial Intelligence (2024)
- BA
- Sookmyung Women's University, Social Psychology (2017)
Research
Publications
2024
Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning
Lee, D., Jeon, H., Son, S., Park, C., hyun An, J., Kim, S., & Han, J. (2024, June). Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning. In Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) (pp. 4954-4970).Peer-Reviewed Original Research