Avantika Shrestha

Publication Activity (10 Years)

Years Active: 2022-2023
Publications (10 Years): 5

Top Topics

Facial Features

Top Venues

UbiComp/ISWC Adjunct

IEEE J. Biomed. Health Informatics

Publications

M. L. Tlachac, Avantika Shrestha, Mahum Shah, Benjamin Litterer, Elke A. Rundensteiner
Automated Construction of Lexicons to Improve Depression Screening With Text Messages. IEEE J. Biomed. Health Informatics 27 (6) (2023)
Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner
DeepScreen: Boosting Depression Screening Performance with an Auxiliary Task. BigData (2023)
Ricardo Flores, Avantika Shrestha, M. L. Tlachac, Elke A. Rundensteiner
Multi-Task Learning Using Facial Features for Mental Health Screening. BigData (2023)
Avantika Shrestha, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner
BERT Variants for Depression Screening with Typed and Transcribed Responses. UbiComp/ISWC Adjunct (2022)
Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner
Temporal Facial Features for Depression Screening. UbiComp/ISWC Adjunct (2022)