WhiSPA: Semantically and Psychologically Aligned Whisper with Self-Supervised Contrastive and Student-Teacher Learning

Authors: Rao, Rajath, Ganesan, Adithya, Kjell, Oscar, Luby, Jonah, Raghavan, Akshay, Feltman, Scott, Ringwald, Whitney, Boyd, Ryan L., Luft, Benjamin, Ruggero, Camilo, Ryant, Neville, Kotov, Roman, Schwartz, H. Andrew

Subject Terms: Electrical Engineering and Systems Science - Audio and Speech Processing, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Sound

Access URL: http://arxiv.org/abs/2501.16344

Large language models for the mental health community: framework for translating code to care

Authors: Malgaroli, Matteo ^a, Schultebraucks, Katharina ^a, Myrick, Keris Jan ^b, Andrade Loch, Alexandre ^c, Ospina-Pinillos, Laura ^d, Choudhury, Tanzeem ^e, Kotov, Roman ^f, De Choudhury, Munmun ^g, Torous, John ^{h, *}

Source: In The Lancet Digital Health April 2025 7(4):e282-e285

Emotional intelligence as a predictor of functional outcomes in psychotic disorders

Authors: Blank, Jennifer M. ^a, Kotov, Roman ^b, Jonas, Katherine G. ^b, Lian, Wenxuan ^b, Martin, Elizabeth A. ^{a, ⁎}

Source: In Schizophrenia Research February 2025 276:97-105

Day-to-day dynamics of facial emotion expressions in posttraumatic stress disorder

Authors: Ringwald, Whitney R. ^{a, ⁎}, Feltman, Scott ^b, Schwartz, H. Andrew ^c, Samaras, Dimitris ^c, Khudari, Christopher ^d, Luft, Benjamin J. ^{e, f}, Kotov, Roman ^g

Source: In Journal of Affective Disorders 1 July 2025 380:331-339

State of the Science: The Hierarchical Taxonomy of Psychopathology (HiTOP)

Authors: Cicero, David C., Ruggero, Camilo J., Balling, Caroline E., Bottera, Angeline R., Cheli, Simone, Elkrief, Laurent, Forbush, Kelsie T., Hopwood, Christopher J., Jonas, Katherine G., Jutras-Aswad, Didier, Kotov, Roman, Levin-Aspenson, Holly F., Mullins-Sweatt, Stephanie N., Johnson-Munguia, Sara, Narrow, William E., Negi, Sonakshi, Patrick, Christopher J., Rodriguez-Seijas, Craig, Sheth, Shreya, Simms, Leonard J., Thomeczek, Marianna L.

Source: In Behavior Therapy November 2024 55(6):1114-1129

Error-related brain activity shapes the association between trait neuroticism and internalizing symptomatology in two tasks

Authors: Harold, Roslyn, Hill, Kaylin E., Kamat, Roma, Perlman, Greg, Kotov, Roman, Ruggero, Camilo J., Samuel, Douglas B., Foti, Dan

Source: In International Journal of Psychophysiology October 2024 204

Reconceptualizing mental health in cancer survivorship

Authors: Haywood, Darren, Kotov, Roman, Krueger, Robert F., Wright, Aidan G.C., Forbes, Miriam K., Dauer, Evan, Baughman, Frank D., Rossell, Susan L., Hart, Nicolas H.

Source: In Trends in Cancer August 2024 10(8):677-686

Behavioral measures of psychotic disorders: Using automatic facial coding to detect nonverbal expressions in video

Authors: Martin, Elizabeth A., Lian, Wenxuan, Oltmanns, Joshua R., Jonas, Katherine G., Samaras, Dimitris, Hallquist, Michael N., Ruggero, Camilo J., Clouston, Sean A.P., Kotov, Roman

Source: In Journal of Psychiatric Research August 2024 176:9-17

World Trade Center responders in their own words: Predicting PTSD symptom trajectories with AI-based language analyses of interviews

Authors: Son, Youngseo, Clouston, Sean A. P., Kotov, Roman, Eichstaedt, Johannes C., Bromet, Evelyn J., Luft, Benjamin J., Schwartz, H Andrew

Subject Terms: Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2011.06457

Personality in psychosis decades after onset: Tests of models of the relations between psychopathology and personality.

Authors: Martin, Elizabeth A., ORCID 0000-0001-8893-1667. Department of Psychological Science, University of California, Irvine, Irvine, CA, US, emartin8@uci.edu, Blank, Jennifer M.. Department of Psychological Science, University of California, Irvine, Irvine, CA, US, Jonas, Katherine G.. Department of Psychiatry, Stony Brook University, NY, US, Lian, Wenxuan. Department of Materials Science and Engineering, Stony Brook University, NY, US, Kotov, Roman. Department of Psychiatry, Stony Brook University, NY, US

Source: Journal of Psychopathology and Clinical Science, Vol 134(3), Apr, 2025. pp. 251-261.

Publisher: US : American Psychological Association

Other Journal Titles: Journal of Abnormal Psychology; The Journal of Abnormal and Social Psychology; The Journal of Abnormal Psychology; The Journal of Abnormal Psychology and Social Psychology

Supplemental Data: Data Sets Appended
Tables and Figures Internet
Text Internet

Publication Type: Journal; Peer Reviewed Journal

Examining the relationship between genetic risk for depression and youth episodic stress exposure

Authors: Harrison, Thomas J., Docherty, Anna R., Finsaas, Megan C., Kotov, Roman, Shabalin, Andrey A., Waszczuk, Monika A., Katz, Benjamin A., Davila, Joanne, Klein, Daniel N.

Source: In Journal of Affective Disorders 1 November 2023 340:649-657

Abnormal neurophysiological sensitivity to rewards in depression is moderated by sex and age in middle adulthood

Authors: Harold, Roslyn, Donaldson, Kayla R., Rollock, David, Kotov, Roman, Perlman, Greg, Foti, Dan

Source: In Biological Psychology September 2023 182

Glial suppression and post-traumatic stress disorder: A cross-sectional study of 1,520 world trade center responders

Authors: Natale, Ginny, Kritikos, Minos, Kuan, Pei-Fen, Carr, Melissa A., Yang, Xiaohua, Yang, Yuan, Kotov, Roman, Bromet, Evelyn J., Clouston, Sean A.P., Luft, Benjamin J.

Source: In Brain, Behavior, & Immunity - Health July 2023 30

Multi-method longitudinal investigation of the general factor of child temperament (GFT): Substantive phenomenon or methodological artifact?

Authors: Hawes, Mariah T., Klein, Daniel N., Olino, Thomas M., Kotov, Roman

Source: In Journal of Research in Personality June 2023 104

The hierarchical taxonomy of psychopathology and the search for neurobiological substrates of mental illness: A systematic review and roadmap for future research.

Authors: DeYoung, Colin G., ORCID 0000-0001-5621-1091. Psychology Department, University of Minnesota, Minneapolis, MN, US, cdeyoung@umn.edu, Blain, Scott D.. Psychiatry Department, The Ohio State University, Columbus, OH, US, Latzman, Robert D.. Takeda, Cambridge, MA, US, Grazioplene, Rachael G.. Psychiatry Department, Yale University, New Haven, CT, US, Haltigan, John D.. Centre for Addiction and Mental Health, University of Toronto, Toronto, ON, Canada, Kotov, Roman. HSC, Stony Brook University, Stony Brook, NY, US, Michelini, Giorgia, ORCID 0000-0002-0887-7582. The School of Biological and Behavioural Sciences, Queen Mary University of London, London, United Kingdom, Venables, Noah C.. Psychology Department, University of Minnesota, Minneapolis, MN, US, Docherty, Anna R.. Huntsman Mental Health Institute, University of Utah, Salt Lake City, UT, US, Goghari, Vina M.. Psychology Department, University of Toronto Scarborough, Toronto, ON, Canada, Kallen, Alexander M.. Psychology Department, Florida State University, Tallahassee, FL, US, Martin, Elizabeth A.. Psychology Department, University of California, Irvine, Irvine, CA, US, Palumbo, Isabella M.. Psychology Department, Georgia State University, Atlanta, GA, US, Patrick, Christopher J.. Psychology Department, Florida State University, Tallahassee, FL, US, Perkins, Emily R.. Psychology Department, University of Pennsylvania, Philadelphia, PA, US, Shackman, Alexander J.. Neuroscience and Cognitive Science (NACS) Program, Psychology Department, University of Maryland, College Park, MD, US, Snyder, Madeline E.. Psychology Department, University of California, Irvine, Irvine, CA, US, Tobin, Kaitlyn E.. Psychology Department, Georgia State University, Atlanta, GA, US

Source: Journal of Psychopathology and Clinical Science, Vol 133(8), Nov, 2024. Special Issue: Managing Clinical Heterogeneity in Psychopathology: Perspectives from Brain Research. pp. 697-715.

Publisher: US : American Psychological Association

Other Journal Titles: Journal of Abnormal Psychology; The Journal of Abnormal and Social Psychology; The Journal of Abnormal Psychology; The Journal of Abnormal Psychology and Social Psychology

Supplemental Data: Other Internet

Publication Type: Journal; Peer Reviewed Journal

Pleasant and unpleasant odor identification ability is associated with distinct dimensions of negative symptoms transdiagnostically in psychotic disorders

Authors: Larsen, Emmett M., Donaldson, Kayla R., Jonas, Katherine G., Lian, Wenxuan, Bromet, Evelyn J., Kotov, Roman, Mohanty, Aprajita

Source: In Schizophrenia Research October 2022 248:183-193

A Transdiagnostic, Hierarchical Taxonomy of Psychopathology Following Traumatic Brain Injury (HiTOP-TBI).

Authors: Carmichael, Jai, Ponsford, Jennie, Gould, Kate Rachel, Tiego, Jeggan, Forbes, Miriam K., Kotov, Roman, Fornito, Alex, Spitz, Gershon

Source: Journal of Neurotrauma; Apr2025, Vol. 42 Issue 7/8, p714-730, 17p

Sleep disturbances across 2 weeks predict future mental healthcare utilization.

Authors: Slavish, Danica C, Ruggero, Camilo J, Luft, Benjamin, Kotov, Roman

Source: Sleep; Feb2025, Vol. 48 Issue 2, p1-12, 12p

Impact of ERP Reliability Cutoffs on Sample Characteristics and Effect Sizes: Performance‐Monitoring ERPs in Psychosis and Healthy Controls.

Authors: Heindorf, Gavin, Holbrook, Amanda, Park, Bohyun, Light, Gregory A., Rast, Philippe, Foti, Dan, Kotov, Roman, Clayson, Peter E.

Source: Psychophysiology; Feb2025, Vol. 62 Issue 2, p1-18, 18p

Subject Terms: COGNITIVE ability, PSYCHOSES, MEDICAL research, INDIVIDUAL differences, PSYCHOMETRICS

Reconceptualizing schizophrenia in the Hierarchical Taxonomy Of Psychopathology (HiTOP)

Authors: Kotov, Roman, Jonas, Katherine G., Lian, Wenxuan, Docherty, Anna R., Carpenter, William T.

Source: In Schizophrenia Research April 2022 242:73-77