publications

2024

1. Reproducibility

   ReproSchema: Enhancing Research Reproducibility through Standardized Survey Data Collection

   Y. Chen, D. Jarecka, S. A. Abraham, R. Gau, E. Ng, D. M. Low, I. Bevers, A. Johnson, A. Keshavan, A. Klein, J. Clucas, Z. Rosli, S. M. Hodge, J. Linkersdörfer, H. Bartsch, S. Das, D. Fair, D. Kennedy, and S. S. Ghosh

   JMIR Preprints

   Preprint
2. Emotion | Explainable ML

   Explaining Deep Learning Embeddings for Speech Emotion Recognition by Predicting Interpretable Acoustic Features

   Satvik Dixit, Daniel M Low, Gasser Elbanna, Fabio Catania, and Satrajit S Ghosh

   ArXiv

   Preprint Code
3. NLP | social media

   Detecting suicide risk among US Servicemembers and Veterans: A deep learning approach using social media data

   Kelly L Zuromski, Daniel M Low, Noah Jones, Richard Kuzma, Daniel T Kessler, Liutong Zhou, EK Kastman, Jonathan Epstein, Carlos Madden, SS Ghosh, and  others

   Psychological Medicine

   Code
4. PhD Dissertation

   Speech and text psychometrics: Identifying suicide risk factors with large language models and acoustic networks

   Daniel M. Low
5. Explainable ML | Voice

   Identifying bias in models that detect vocal fold paralysis from audio recordings using explainable machine learning and clinician ratings

   Daniel M Low, Vishwanatha Rao, Gregory Randolph, Phillip C Song, and Satrajit S Ghosh

   PLOS Digital Health

   Code

2023

1. Voice | Covid

   Dissociating COVID-19 from other respiratory infections based on acoustic, motor coordination, and phonemic patterns

   Tanya Talkar, Daniel M Low, Andrew J Simpkin, Satrajit Ghosh, Derek T O’Keeffe, and Thomas F Quatieri

   Scientific Reports
2. Causal Inference | NLP

   Identifying medications underlying communication atypicalities in psychotic and affective disorders: a pharmacovigilance study within the FDA Adverse Event Reporting System

   Michele Fusaroli, Arndis Simonsen, Stephanie A Borrie, Daniel M Low, Alberto Parola, Emanuel Raschi, Elisabetta Poluzzi, and Riccardo Fusaroli

   Journal of Speech, Language, and Hearing Research

2022

1. Mental health | Covid

   Psychological symptoms, mental fatigue and behavioural adherence after 72 continuous days of strict lockdown during the COVID-19 pandemic in Argentina

   Fernando Torrente, Adrian Yoris, Daniel M Low, Pablo Lopez, Pedro Bekinschtein, Gustavo H Vázquez, Facundo Manes, and Marcelo Cetkovich

   BJPsych open

   Code
2. Voice | Covid

   Artificial intelligence for detecting covid-19 with the aid of human cough, breathing and speech signals: Scoping review

   Mouzzam Husain, Andrew Simpkin, Claire Gibbons, Tanya Talkar, Daniel M Low, Paolo Bonato, Satrajit S Ghosh, Thomas Quatieri, and Derek T O’Keeffe

   IEEE Open Journal of Engineering in Medicine and Biology
3. NLP | fMRI

   Deep neural networks reveal topic-level representations of sentences in medial prefrontal cortex, lateral anterior temporal lobe, precuneus, and angular gyrus

   David J Acunzo, Daniel M Low, and Scott L Fairhall

   NeuroImage
4. Public health | Covid

   Risk perception, but also political orientation, modulate behavioral response to COVID-19: a randomized survey experiment

   F Torrente, D M Low, and A Yoris

   Frontiers in Psychology

   Code

2021

1. Mental health | Covid19

   Sooner than you think: A very early affective reaction to the COVID-19 pandemic and quarantine in Argentina

   Fernando Torrente, A Yoris, DM Low, Pablo Lopez, Pedro Bekinschtein, F Manes, and M Cetkovich

   Journal of affective disorders
2. Causal Inference | NLP

   It’s quality and quantity: the effect of the amount of comments on online suicidal posts

   Daniel M Low, Kelly L Zuromski, Daniel M Kessler, Satrajit S Ghosh, Matthew Nock, and Walter Dempsey

   Code

2020

1. Speech | machine learning

   Automated assessment of psychiatric disorders using speech: A systematic review

   DM Low, KH Bentley, and SS Ghosh

   Laryngoscope Investigative Otolaryngology

   Code
2. Disparities

   Cognitive Skills Involved in Reading Comprehension of Adolescents with Low Educational Opportunities

   Valeria Abusamra, Micaela Difalcis, Gisela Martı́nez, Daniel M Low, and Jesica Formoso

   Languages
3. NLP | Social media

   Natural Language Processing Reveals Vulnerable Mental Health Support Groups and Heightened Health Anxiety on Reddit during COVID-19: Observational Study

   Daniel M Low, Rumker Laurie, Tanya Talkar, John Torous, Guillermo Cecchi, and Satra S Ghosh

   Journal of Medical Internet Research

2019

1. Explainable ML | NLP

   Higher-order Comparisons of Sentence Encoder Representations

   Mostafal Abdou, Artur Kulmizev, Felix Hill, Daniel M Low, and Anders Sogaard

2017

1. Neuropsychology

   The right hemisphere’s contribution to discourse processing: A study in temporal lobe epilepsy

   Carolina Lomlomdjian, Claudia P Múnera, Daniel M Low, Verónica Terpiluk, Patricia Solı́s, Valeria Abusamra, and Silvia Kochen

   Brain and Language