Avantika Shrestha

12 papers B 4C 1Journal 4Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Student Mental Health Screening via Fitbit Data Collected During the COVID-19 Pandemic.
CoRR
Rebecca Lopez, Avantika Shrestha, M. L. Tlachac, Kevin Hickey, Xingtong Guo, Shichao Liu, Elke A. Rundensteiner
2026 — conf
Student Mental Health: Screening for Stress, Anxiety and Depression Using Fitbit Data.
BIOSTEC (4)
Rebecca Lopez, Avantika Shrestha, M. L. Tlachac, Kevin Hickey, Xingtong Guo, Shichao Liu, Elke A. Rundensteiner
2025 C conf
A Self-Supervised Auxiliary Learning Approach for Effective Depression Screening.
ICMLA
Kevin Hickey, Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner
2025 J jnl
Voice Recordings from Short Mobile Sessions versus Clinical Interviews for Mental Illness Screening: A Comparative Study with Deep Transfer Learning.
ACM Trans. Comput. Heal.
M. L. Tlachac, Miranda Reisch, Avantika Shrestha, Ricardo Flores, Ermal Toto, Elke A. Rundensteiner
2025 J jnl
WavFace: A Multimodal Transformer-Based Model for Depression Screening.
IEEE J. Biomed. Health Informatics
Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner
2024 B conf
Multi-task Learning with Pre-trained Language Models for Mental Illness Screening.
IEEE Big Data
Avantika Shrestha, M. L. Tlachac, Ricardo Flores, Kevin Hickey, Elke A. Rundensteiner
2024 B conf
Screening Students for Stress Using Fitbit Data.
IEEE Big Data
Rebecca Lopez, Avantika Shrestha, Kevin Hickey, Xingtong Guo, M. L. Tlachac, Shichao Liu, Elke A. Rundensteiner
2023 J jnl
Automated Construction of Lexicons to Improve Depression Screening With Text Messages.
IEEE J. Biomed. Health Informatics
M. L. Tlachac, Avantika Shrestha, Mahum Shah, Benjamin Litterer, Elke A. Rundensteiner
2023 B conf
DeepScreen: Boosting Depression Screening Performance with an Auxiliary Task.
IEEE Big Data
Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner
2023 B conf
Multi-Task Learning Using Facial Features for Mental Health Screening.
IEEE Big Data
Ricardo Flores, Avantika Shrestha, M. L. Tlachac, Elke A. Rundensteiner
2022 — conf
BERT Variants for Depression Screening with Typed and Transcribed Responses.
UbiComp/ISWC Adjunct
Avantika Shrestha, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner
2022 — conf
Temporal Facial Features for Depression Screening.
UbiComp/ISWC Adjunct
Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner