M. L. Tlachac

Orcid: 0000-0002-6634-678X

According to our database1, M. L. Tlachac authored at least 32 papers between 2016 and 2024.

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Bibliography

2024
Symptom Detection with Text Message Log Distributions for Holistic Depression and Anxiety Screening.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., March, 2024

2023
Automated Construction of Lexicons to Improve Depression Screening With Text Messages.
IEEE J. Biomed. Health Informatics, June, 2023

Haptic Auditory Feedback for Enhanced Image Description: A Study of User Preferences and Performance.
Proceedings of the Human-Computer Interaction - INTERACT 2023 - 19th IFIP TC13 International Conference, York, UK, August 28, 2023

Mobile Communication Log Time Series to Detect Depressive Symptoms.
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023

Multi-Task Learning Using Facial Features for Mental Health Screening.
Proceedings of the IEEE International Conference on Big Data, 2023

2022
StudentSADD: Rapid Mobile Depression and Suicidal Ideation Screening of College Students during the Coronavirus Pandemic.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

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., 2022

AudiFace: Multimodal Deep Learning for Depression Screening.
Proceedings of the Machine Learning for Healthcare Conference, 2022

Left on Read: Reply Latency for Anxiety & Depression Screening.
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

BERT Variants for Depression Screening with Typed and Transcribed Responses.
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.
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

Measuring the Uncertainty of Environmental Good Preferences with Bayesian Deep Learning.
Proceedings of the GoodIT 2022: ACM International Conference on Information Technology for Social Good, Limassol, Cyprus, September 7, 2022

Ensembles of BERT for Depression Classification.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Text Generation to Aid Depression Detection: A Comparative Study of Conditional Sequence Generative Adversarial Networks.
Proceedings of the IEEE International Conference on Big Data, 2022

Improving Image Accessibility by Combining Haptic and Auditory Feedback.
Proceedings of the 24th International ACM SIGACCESS Conference on Computers and Accessibility, 2022

2021
"Honestly I Never Really Thought About Adding a Description": Why Highly Engaged Tweets Are Inaccessible.
Proceedings of the Human-Computer Interaction - INTERACT 2021 - 18th IFIP TC 13 International Conference, Bari, Italy, August 30, 2021

EMU: Early Mental Health Uncovering Framework and Dataset.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

Depression Screening Using Deep Learning on Follow-up Questions in Clinical Interviews.
Proceedings of the 20th IEEE International Conference on Machine Learning and Applications, 2021

AudiBERT: A Deep Transfer Learning Multimodal Classification Framework for Depression Screening.
Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

Mobile Depression Screening with Time Series of Text Logs and Call Logs.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

Screening for Suicidal Ideation with Text Messages.
Proceedings of the IEEE EMBS International Conference on Biomedical and Health Informatics, 2021

2020
Screening For Depression With Retrospectively Harvested Private Versus Public Text.
IEEE J. Biomed. Health Informatics, 2020

Audio-based Depression Screening using Sliding Window Sub-clip Pooling.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Topological Data Analysis to Engineer Features from Audio Signals for Depression Detection.
Proceedings of the 19th IEEE International Conference on Machine Learning and Applications, 2020

Anomalous Antimicrobial Susceptibility Trend Identification<sup>*</sup>.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

Depression Screening from Text Message Reply Latency.
Proceedings of the 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2020

2019
You're Making Me Depressed: Leveraging Texts from Contact Subsets to Predict Depression.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2018
Multi-layered Learning for Information Extraction from Adverse Drug Event Narratives.
Proceedings of the Biomedical Engineering Systems and Technologies, 2018

Predictive Modeling of Emerging Antibiotic Resistance Trends.
Proceedings of the Biomedical Engineering Systems and Technologies, 2018

Predicting Future Antibiotic Susceptibility using Regression-based Methods on Longitudinal Massachusetts Antibiogram Data.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

CASSIA: An assistant for identifying clinically and statistically significant decreases in antimicrobial susceptibility.
Proceedings of the 2018 IEEE EMBS International Conference on Biomedical & Health Informatics, 2018

2016
Pattern avoidance in forests of binary shrubs.
Discret. Math. Theor. Comput. Sci., 2016


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