Temporal Facial Features for Depression Screening. - Ricardo Flores; M. L. Tlachac; Avantika Shrestha; Elke A. Rundensteiner (UbiComp/ISWC Adjunct, 2022)

BERT Variants for Depression Screening with Typed and Transcribed Responses. - Avantika Shrestha; M. L. Tlachac; Ricardo Flores; Elke A. Rundensteiner (UbiComp/ISWC Adjunct, 2022)

DeepScreen: Boosting Depression Screening Performance with an Auxiliary Task. - Ricardo Flores; Avantika Shrestha; Elke A. Rundensteiner (IEEE Big Data, 2023)

Multi-Task Learning Using Facial Features for Mental Health Screening. - Ricardo Flores; Avantika Shrestha; M. L. Tlachac; Elke A. Rundensteiner (IEEE Big Data, 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, 2023)

Screening Students for Stress Using Fitbit Data. - Rebecca Lopez; Avantika Shrestha; Kevin Hickey; Xingtong Guo; M. L. Tlachac; Shichao Liu; Elke A. Rundensteiner (IEEE Big Data, 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 (IEEE Big Data, 2024)

WavFace: A Multimodal Transformer-Based Model for Depression Screening. - Ricardo Flores; M. L. Tlachac; Avantika Shrestha; Elke A. Rundensteiner (IEEE J. Biomed. Health Informatics, 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., 2025)