Avantika Shrestha

According to our database, Avantika Shrestha authored at least 12 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Student Mental Health Screening via Fitbit Data Collected During the COVID-19 Pandemic.

Rebecca Lopez, Avantika Shrestha, M. L. Tlachac, Kevin Hickey, Xingtong Guo, Shichao Liu, Elke A. Rundensteiner

CoRR, January, 2026

Student Mental Health: Screening for Stress, Anxiety and Depression Using Fitbit Data.

Rebecca Lopez, Avantika Shrestha, M. L. Tlachac, Kevin Hickey, Xingtong Guo, Shichao Liu, Elke A. Rundensteiner

Proceedings of the 19th International Joint Conference on Biomedical Engineering Systems and Technologies, 2026

2025

Voice Recordings from Short Mobile Sessions versus Clinical Interviews for Mental Illness Screening: A Comparative Study with Deep Transfer Learning.

M. L. Tlachac, Miranda Reisch, Avantika Shrestha, Ricardo Flores, Ermal Toto, Elke A. Rundensteiner

ACM Trans. Comput. Heal., July, 2025

WavFace: A Multimodal Transformer-Based Model for Depression Screening.

Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner

IEEE J. Biomed. Health Informatics, May, 2025

A Self-Supervised Auxiliary Learning Approach for Effective Depression Screening.

Kevin Hickey, Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner

Proceedings of the International Conference on Machine Learning and Applications, 2025

2024

Multi-task Learning with Pre-trained Language Models for Mental Illness Screening.

Avantika Shrestha, M. L. Tlachac, Ricardo Flores, Kevin Hickey, Elke A. Rundensteiner

Proceedings of the IEEE International Conference on Big Data, 2024

Screening Students for Stress Using Fitbit Data.

Rebecca Lopez, Avantika Shrestha, Kevin Hickey, Xingtong Guo, M. L. Tlachac, Shichao Liu, Elke A. Rundensteiner

Proceedings of the IEEE International Conference on Big Data, 2024

2023

Automated Construction of Lexicons to Improve Depression Screening With Text Messages.

M. L. Tlachac, Avantika Shrestha, Mahum Shah, Benjamin Litterer, Elke A. Rundensteiner

IEEE J. Biomed. Health Informatics, June, 2023

Multi-Task Learning Using Facial Features for Mental Health Screening.

Ricardo Flores, Avantika Shrestha, M. L. Tlachac, Elke A. Rundensteiner

Proceedings of the IEEE International Conference on Big Data, 2023

DeepScreen: Boosting Depression Screening Performance with an Auxiliary Task.

Ricardo Flores, Avantika Shrestha, Elke A. Rundensteiner

Proceedings of the IEEE International Conference on Big Data, 2023

2022

BERT Variants for Depression Screening with Typed and Transcribed Responses.

Avantika Shrestha, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022

Temporal Facial Features for Depression Screening.

Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner

Proceedings of the Adjunct Proceedings of the 2022 ACM International Joint Conference on Pervasive and Ubiquitous Computing and the 2022 ACM International Symposium on Wearable Computers, 2022