publications
Up to date publications: Google Scholar
2025
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Reproducibility Survey dataStandardizing survey data collection to enhance reproducibility: Development and comparative evaluation of the ReproSchema ecosystemJournal of medical Internet research, 2025
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LLMs NLP PsychometricsText Psychometrics: Assessing Psychological Constructs in Text Using Natural Language Processing2025
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Psychedelics MindfulnessExploring the potential psychological predictors associated with changes in depression, anxiety, and well-being following naturalistic psychedelic useJournal of Psychiatric Research, 2025
2024
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Suicide Deep learning Social mediaDetecting suicide risk among US Servicemembers and Veterans: A deep learning approach using social media dataPsychological Medicine, 2024
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NLP LLMs Speech SuicideSpeech and text psychometrics: Identifying suicide risk factors with large language models and acoustic networksHarvard University, 2024
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Voice biomarkers Explainable machine learningIdentifying bias in models that detect vocal fold paralysis from audio recordings using explainable machine learning and clinician ratingsPLOS Digital Health, 2024
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Speech biomarkers Explainable machine learningExplaining Deep Learning Embeddings for Speech Emotion Recognition by Predicting Interpretable Acoustic FeaturesarXiv, 2024
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LLMs NLP Speech & Acoustics PsychometricsUsing large language models to create lexicons for interpretable text models with high content validity: the Suicide Risk Lexicon2024
2023
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Speech Machine learningDissociating COVID-19 from other respiratory infections based on acoustic, motor coordination, and phonemic patternsScientific Reports, 2023
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Biomarkers Causal inference PsychiatryIdentifying medications underlying communication atypicalities in psychotic and affective disorders: a pharmacovigilance study within the FDA Adverse Event Reporting SystemJournal of Speech, Language, and Hearing Research, 2023
2022
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Public health Mental healthPsychological symptoms, mental fatigue and behavioural adherence after 72 continuous days of strict lockdown during the COVID-19 pandemic in ArgentinaBJPsych open, 2022
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Speech Machine learningArtificial intelligence for detecting covid-19 with the aid of human cough, breathing and speech signals: Scoping reviewIEEE Open Journal of Engineering in Medicine and Biology, 2022
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Neuroimaging Deep learningDeep neural networks reveal topic-level representations of sentences in medial prefrontal cortex, lateral anterior temporal lobe, precuneus, and angular gyrusNeuroImage, 2022
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Public health Social psychologyRisk perception, but also political orientation, modulate behavioral response to COVID-19: a randomized survey experimentFrontiers in Psychology, 2022
2021
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Mental healthSooner than you think: A very early affective reaction to the COVID-19 pandemic and quarantine in ArgentinaJournal of affective disorders, 2021
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NLP Causal inference Suicide Social mediaIt’s quality and quantity: the effect of the amount of comments on online suicidal postsIn Proceedings of the First Workshop on Causal Inference and NLP at EMNLP, 2021
2020
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Speech Machine learningAutomated assessment of psychiatric disorders using speech: A systematic reviewLaryngoscope Investigative Otolaryngology, 2020
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NeuropsychologyCognitive Skills Involved in Reading Comprehension of Adolescents with Low Educational OpportunitiesLanguages, 2020
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NLP Social mediaNatural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit during COVID-19: Observational StudyJournal of Medical Internet Research, 2020
2019
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Explainable machine learning NLP
2017
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Neuropsychology of language EpilepsyThe right hemisphere’s contribution to discourse processing: A study in temporal lobe epilepsyBrain and Language, 2017