M. L. Tlachac

42 papers A 2B 4C 5Journal 12Unranked 19
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 J jnl
Bayesian Optimization With Tree Ensembles to Improve Depression Screening on Textual Datasets.
IEEE Trans. Affect. Comput.
Tingting Zhao, M. L. Tlachac
2025 J jnl
Datasets of Smartphone Modalities for Depression Assessment: A Scoping Review.
IEEE Trans. Affect. Comput.
M. L. Tlachac, Michael V. Heinz, Anastasia C. Bryan, Arielle LaPreay, Geri L. Dimas, Tingting Zhao, Nicholas C. Jacobson, Samuel S. Ogden
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 J jnl
Mental Health and Mobile Communication Profiles of Crowdsourced Participants.
IEEE J. Biomed. Health Informatics
M. L. Tlachac, Michael V. Heinz
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
2024 C conf
Student Mental Health Screening with Text Message Metadata.
ICMLA
M. L. Tlachac, Samuel S. Ogden
2024 J jnl
Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
M. L. Tlachac, Michael V. Heinz, Miranda Reisch, Samuel S. Ogden
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 — conf
Haptic Auditory Feedback for Enhanced Image Description: A Study of User Preferences and Performance.
INTERACT (1)
Mallak Alkhathlan, M. L. Tlachac, Elke A. Rundensteiner
2023 — conf
Mobile Communication Log Time Series to Detect Depressive Symptoms.
EMBC
M. L. Tlachac, Miranda Reisch, Michael V. Heinz
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 A conf
Improving Image Accessibility by Combining Haptic and Auditory Feedback.
ASSETS
Mallak Alkhathlan, M. L. Tlachac, Lane Harrison, Elke A. Rundensteiner
2022 — conf
Left on Read: Reply Latency for Anxiety & Depression Screening.
UbiComp/ISWC Adjunct
M. L. Tlachac, Samuel S. Ogden
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
2022 B conf
Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks.
IEEE Big Data
M. L. Tlachac, Walter Gerych, Kratika Agrawal, Benjamin Litterer, Nicholas Jurovich, Saitheeraj Thatigotla, Jidapa Thadajarassiri, Elke A. Rundensteiner
2021 — conf
"Honestly I Never Really Thought About Adding a Description": Why Highly Engaged Tweets Are Inaccessible.
INTERACT (1)
Mallak Alkhathlan, M. L. Tlachac, Lane Harrison, Elke A. Rundensteiner
2021 A conf
AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening.
CIKM
Ermal Toto, M. L. Tlachac, 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
2021 C conf
EMU: Early Mental Health Uncovering Framework and Dataset.
ICMLA
M. L. Tlachac, Ermal Toto, Joshua Lovering, Rimsha Kayastha, Nina Taurich, Elke A. Rundensteiner
2021 — conf
Mobile Depression Screening with Time Series of Text Logs and Call Logs.
BHI
M. L. Tlachac, Veronica Melican, Miranda Reisch, Elke A. Rundensteiner
2021 — conf
Screening for Suicidal Ideation with Text Messages.
BHI
M. L. Tlachac, Katherine Dixon-Gordon, Elke A. Rundensteiner
2020 — conf
Anomalous Antimicrobial Susceptibility Trend Identification
EMBC
M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, T. Scott Troppy, Kirthana Beaulac, Shira Doron
2020 C conf
Audio-based Depression Screening using Sliding Window Sub-clip Pooling.
ICMLA
Ermal Toto, M. L. Tlachac, Francis Lee Stevens, Elke A. Rundensteiner
2020 — conf
Depression Screening from Text Message Reply Latency.
EMBC
M. L. Tlachac, Elke A. Rundensteiner
2020 J jnl
Screening For Depression With Retrospectively Harvested Private Versus Public Text.
IEEE J. Biomed. Health Informatics
M. L. Tlachac, Elke A. Rundensteiner
2020 C conf
Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection.
ICMLA
M. L. Tlachac, Adam Sargent, Ermal Toto, Randy C. Paffenroth, Elke A. Rundensteiner
2019 — conf
You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression.
BHI
M. L. Tlachac, Ermal Toto, Elke A. Rundensteiner
2018 — conf
CASSIA: An assistant for identifying clinically and statistically significant decreases in antimicrobial susceptibility.
BHI
M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, Scott Troppy, Kirthana Beaulac, Shira Doron, Jian Zou
2018 — conf
Multi-layered Learning for Information Extraction from Adverse Drug Event Narratives.
BIOSTEC (Selected Papers)
Susmitha Wunnava, Xiao Qin, Tabassum Kakar, M. L. Tlachac, Xiangnan Kong, Elke A. Rundensteiner, Sanjay K. Sahoo, Suranjan De
2018 — conf
Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data.
HEALTHINF
M. L. Tlachac, Elke A. Rundensteiner, Kerri Barton, Scott Troppy, Kirthana Beaulac, Shira Doron
2018 — conf
Predictive Modeling of Emerging Antibiotic Resistance Trends.
BIOSTEC (Selected Papers)
M. L. Tlachac, Elke A. Rundensteiner, T. Scott Troppy, Kirthana Beaulac, Shira Doron, Kerri Barton
2016 J jnl
Pattern avoidance in forests of binary shrubs.
Discret. Math. Theor. Comput. Sci.
David I. Bevan, Derek Levin, Peter Nugent, Jay Pantone, Lara Pudwell, Manda Riehl, M. L. Tlachac