Ricardo Flores

15 papers B 3C 2Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
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
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
AudiFace: Multimodal Deep Learning for Depression Screening.
MLHC
Ricardo Flores, M. L. Tlachac, Ermal Toto, 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 J jnl
DepreST-CAT: Retrospective Smartphone Call and Text Logs Collected during the COVID-19 Pandemic to Screen for Mental Illnesses.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
M. L. Tlachac, Ricardo Flores, Miranda Reisch, Katie Houskeeper, Elke A. Rundensteiner
2022 — conf
Ensembles of BERT for Depression Classification.
EMBC
Saskia Senn, M. L. Tlachac, Ricardo Flores, Elke A. Rundensteiner
2022 — conf
Measuring the Uncertainty of Environmental Good Preferences with Bayesian Deep Learning.
GoodIT
Ricardo Flores, M. L. Tlachac, Elke A. Rundensteiner
2022 J jnl
StudentSADD: Rapid Mobile Depression and Suicidal Ideation Screening of College Students during the Coronavirus Pandemic.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
M. L. Tlachac, Ricardo Flores, Miranda Reisch, Rimsha Kayastha, Nina Taurich, Veronica Melican, Connor Bruneau, Hunter Caouette, Joshua Lovering, Ermal Toto, Elke A. Rundensteiner
2022 — conf
Temporal Facial Features for Depression Screening.
UbiComp/ISWC Adjunct
Ricardo Flores, M. L. Tlachac, Avantika Shrestha, Elke A. Rundensteiner
2021 C conf
Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews.
ICMLA
Ricardo Flores, M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner
2009 J jnl
Serious Games for Immersive Cultural Training: Creating a Living World.
IEEE Computer Graphics and Applications
Marjorie A. Zielke, Monica J. Evans, Frank Dufour, Timothy V. Christopher, Jumanne K. Donahue, Phillip Johnson, Erin B. Jennings, Brent S. Friedman, Phonesury L. Ounekeo, Ricardo Flores