Exploring Chronic Pain Experiences: Leveraging Text and Audio Analysis to Infer Well-Being MetricsCarla Agurto RiosMichele Merleret al.2024ICDH 2024
Harnessing Remote Speech Tasks for Early ALS Biomarker IdentificationCarla Agurto RiosMichele Merleret al.2024ICDH 2024
Remotely-captured, free-text responses track with patient health states in chronic painJenna ReinenCarla Agurto Rioset al.2024ICDH 2024
Multimodal fusion of brain signals for robust prediction of psychosis transitionJenna ReinenPablo Poloseckiet al.2024npj Schizophrenia
Remote Inference of Cognitive Scores in ALS Patients Using a Picture DescriptionCarla Agurto RiosGuillermo Cecchiet al.2023ICDH 2023
Expansive Linguistic Representations to Predict Interpretable Odor Mixture DiscriminabilityAmit DhurandharGuillermo Cecchiet al.2022bioRxiv
Using Large Language Models to Understand Suicidality in a Social Media–Based Taxonomy of Mental Health Disorders: Linguistic Analysis of Reddit PostsBrian W. BauerKely Norelet al.2024JMIR Mental Health
Text-based predictions of COVID-19 diagnosis from self-reported chemosensory descriptionsHongyang LiRichard C. Gerkinet al.2023Communications Medicine
PainPoints: A Framework for Language-based Detection of Chronic Pain and Expert-Collaborative Text-SummarizationShreyas FadnavisAmit Dhurandharet al.2022ML4H 2022