In press
Threading the Needle: Practical Considerations for Merging Theory-Driven Computational Psychiatry With Data-Driven Analytics to Enhance Precision Health at Scale
Cheng A, Konova AB, Powers A, Corlett P, Levy I, Gu X, Huys Q, Pushkarskaya H, Fineberg S, Hauser T, Chase HW, Bzdok D, Harpaz-Rotem I, Babuscio T, Nichols L, Zhao Y, Sharma M, Meeker D, Xu H, Rutledge RB, Pearlson GD, Pittenger C, Yip SW.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2026 (Article in Press).
DOI: 10.1016/j.bpsc.2026.02.009
Reading between the lines: Combining pause dynamics and semantic coherence for automated assessment of thought disorder
Chen F, Xu W, Li C, Pakhomov S, Cohen A, Bhola S, Yin S, Tang SX, Mackinley M, Palaniyappan L, Ben-Zeev D, Cohen T.
Neuropsychologia. 2026 Jul 28;228:109473.
PMID: 42061696
PMCID: PMC13172256
DOI: 10.1016/j.neuropsychologia.2026.109473
Practical guidance for mitigating fraud in online research: The CATCH framework
Stemmer M, Tauscher J, Buck B, Wedgeworth P, Bear Don't Walk OJ, Cohen T, Ben-Zeev D.
Digit Health. 2026;12.
PMID: 41613990
DOI: 10.1177/20552076261418807
In press
Automated detection and classification of delusion in audio diaries from people experiencing hallucinations using multi-agent language models
Chen F, Tauscher J, Yetisgen M, Li C, Cohen A, Buck B, Ben-Zeev D, Cohen T.
Proceedings of the 2026 Conference of the North American Chapter of the Association for Computational Linguistics. In press.
In press
Group differences in automated speech recognition performance in audio diaries from people who experience hallucinations
Doherty E, Wedgeworth P, Heagerty PJ, Li C, Xu W, Chen F, Tauscher J, Ben-Zeev D, Cohen T, Bear Don't Walk OJ.
Proceedings of the 2026 American Medical Informatics Association Annual Symposium. In press.
Poster
When prayer isn't enough: Spirituality, emotional distress, and psychosis
Zollicoffer AN, Bear Don't Walk OJ, Ben-Zeev D, Cohen T, Tauscher J, Cohen AS.
Society for Research in Psychopathology Annual Meeting, Columbus, OH. 2026 Oct. Poster presentation.
Artificial Intelligence-Empowered Multimodal Learning in Psychiatry: A Scoping Review
Li F, Li P, Bhandarkar A, Huo N, Raja K, Hong N, Kumar R, Altalib HH, Lu Y, Wang T, Lei Y, Jin KW, Li H, Cao W, Oesterle T, Chen Y, Tao C, Xu H.
Biol Psychiatry Cogn Neurosci Neuroimaging. 2026 Mar 30 (Epub ahead of print).
PMID: 41921663
DOI: 10.1016/j.bpsc.2026.03.013
Accelerating AI innovation in healthcare: real-world clinical research applications on the Mayo Clinic Platform
Yu Y, Hu X, Rajaganapathy S, Feng J, Abdelhameed A, Li X, Li J, Liu X, Yang L, Ertekin-Taner N, Fiero P, Boroumand S, Larsen R, Goyal M, Otley CC, Zong N, Shah VH, Halamka JD, Tao C.
Npj Health Syst. 2026;3(1):17.
PMID: 41710561
PMCID: PMC12909107
DOI: 10.1038/s44401-026-00068-1
Perplexity and proximity: Large language model perplexity complements semantic distance metrics for the detection of incoherent speech
Xu W, Pakhomov S, Heagerty P, Horvitz E, Bradley ER, Woolley J, Campbell A, Cohen A, Ben-Zeev D, Cohen T.
J Biomed Inform. 2025 Oct;170:104899.
PMID: 40849054
PMCID: PMC13222020
DOI: 10.1016/j.jbi.2025.104899
Demographic, clinical, and linguistic features associated with engagement in message-based interventions for serious mental illness
Tauscher JS, Larsen A, Cohen T, Ben-Zeev D.
Psychiatr Rehabil J. 2025.
PMID: 41021485
DOI: 10.1037/prj0000667
Bigger But Not Better: Small Neural Language Models Outperform Large Language Models in Detection of Thought Disorder
Li C, Xu W, Pakhomov S, Bradley E, Ben-Zeev D, Cohen T.
Workshop Comput Linguist Clin Psychol. 2025 May;2025:90-105.
PMID: 41356494
PMCID: PMC12677091
DOI: 10.18653/v1/2025.clpsych-1.8
Conference
A system for remote cognitive and ecological momentary assessments: Tutorial
Solinsky J, Pakhomov S, Cohen T, Tauscher JS.
American Medical Informatics Association Annual Symposium, Atlanta, GA. 2025.
A communication-efficient federated learning algorithm to assess racial disparities in post-transplantation survival time
Wang Y, Zhang D, Tong J, He X, Li L, Sun L, Shukla AM, Bian J, Asch DA, Chen Y.
J Am Med Inform Assoc. 2025 Dec 1;32(12):1916-1926.
PMID: 40990064
PMCID: PMC12646379
DOI: 10.1093/jamia/ocaf138
Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm
Tong J, Reps JM, Luo C, Lu Y, Li L, Ramirez-Anguita JM, Brand MT, DuVall SL, Falconer T, Fuentes AM, He X, Matheny ME, Mayer MA, Patel BK, Simon KR, Suchard MA, Tang G, Viernes B, Williams RD, van Zandt M, Wang F, Bian J, Zhou J, Asch DA, Chen Y.
NPJ Digit Med. 2025 Jul 19;8(1):457.
PMID: 40681761
PMCID: PMC12274576
DOI: 10.1038/s41746-025-01846-1
Negative control-calibrated difference-in-difference analyses: addressing unmeasured confounding in RWD with application to racial/ethnic differences
Zhang D, Zhang B, Wang H, Lu Y, Wolock CJ, Hu W, Wang L, Hripcsak G, Chen Y.
NPJ Digit Med. 2025 Jul 17;8(1):452.
PMID: 40676203
PMCID: PMC12271539
DOI: 10.1038/s41746-025-01821-w
DisC2o-HD: Distributed causal inference with covariates shift for analyzing real-world high-dimensional data
Tong J, Hu J, Hripcsak G, Ning Y, Chen Y.
J Mach Learn Res. 2025;26:3.
PMID: 40677680
PMCID: PMC12269483
Leveraging undecided cases in chart-reviewed phenotypes to enhance EHR-based association studies
Jian X, Zhang D, Yu Z, Xu H, Bian J, Wu Y, Tong J, Chen Y.
J Biomed Inform. 2025 Jun;166:104839.
PMID: 40316004
PMCID: PMC12243065
DOI: 10.1016/j.jbi.2025.104839
Empowering Alzheimer's caregivers with conversational AI: a novel approach for enhanced communication and personalized support
Hasan WU, Zaman KT, Wang X, Li J, Xie B, Tao C.
NPJ Biomed Innov. 2024 Dec 4;1(1):3.
PMID: 42032173
PMCID: PMC13055072
DOI: 10.1038/s44385-024-00004-8
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