Extracting behaviorally relevant retinal image motion cues via wide-field integration. - J. Sean Humbert; Mark A. Frye (ACC, 2006)

Research and applications: An electronic health record driven algorithm to identify incident antidepressant medication users. - William V. Bobo; Jyotishman Pathak; Hilal Maradit Kremers; Barbara P. Yawn; Scott M. Brue; Cynthia J. Stoppel; Paul E. Croarkin; Jennifer St Sauver; Mark A. Frye; Walter A. Rocca (J. Am. Medical Informatics Assoc., 2014)

Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods. - Arjun P. Athreya; Subho S. Banerjee; Drew Neavin; Rima Kaddurah-Daouk; A. John Rush; Mark A. Frye; Liewei Wang; Richard M. Weinshilboum; William V. Bobo; Ravishankar K. Iyer (CIBCB, 2017)

Augmentation of Physician Assessments with Multi-Omics Enhances Predictability of Drug Response: A Case Study of Major Depressive Disorder. - Arjun P. Athreya; Ravishankar K. Iyer; Drew Neavin; Liewei Wang; Richard M. Weinshilboum; Rima Kaddurah-Daouk; A. John Rush; Mark A. Frye; William V. Bobo (IEEE Comput. Intell. Mag., 2018)

Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision. - Bhavani Singh Agnikula Kshatriya; Nicolas A. Nunez; Manuel Gardea-Resendez; Euijung Ryu; Brandon J. Coombes; Sunyang Fu; Mark A. Frye; Joanna M. Biernacka; Yanshan Wang (AMIA, 2021)

Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes. - Bhavani Singh Agnikula Kshatriya; Nicolas A. Nunez; Manuel Gardea-Resendez; Euijung Ryu; Brandon J. Coombes; Sunyang Fu; Mark A. Frye; Joanna M. Biernacka; Yanshan Wang (CoRR, 2021)

Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision. - Kurt Miller; Bhavani Singh Agnikula Kshatriya; Nicolas A. Nunez; Manuel Gardea-Resendez; Euijung Ryu; Brandon J. Coombes; Sunyang Fu; Mark A. Frye; Joanna M. Biernacka; Ming Huang 006; Yanshan Wang (ICHI, 2023)

Classifying and clustering mood disorder patients using smartphone data from a feasibility study. - Carsten Langholm; Scott Breitinger; Lucy Gray; Fernando S. Goes; Alex Walker; Ashley Xiong; Cindy Stopel; Peter P. Zandi; Mark A. Frye; John B. Torous (npj Digit. Medicine, 2023)