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Mark A. Frye
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Journal Articles
- 2023
- [j3]Carsten Langholm, Scott Breitinger, Lucy Gray, Fernando S. Goes, Alex Walker, Ashley Xiong, Cindy Stopel, Peter P. Zandi, Mark A. Frye, John Torous:
Classifying and clustering mood disorder patients using smartphone data from a feasibility study. npj Digit. Medicine 6 (2023) - 2018
- [j2]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:
Augmentation of Physician Assessments with Multi-Omics Enhances Predictability of Drug Response: A Case Study of Major Depressive Disorder. IEEE Comput. Intell. Mag. 13(3): 20-31 (2018) - 2014
- [j1]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:
Research and applications: An electronic health record driven algorithm to identify incident antidepressant medication users. J. Am. Medical Informatics Assoc. 21(5): 785-791 (2014)
Conference and Workshop Papers
- 2023
- [c4]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, Yanshan Wang:
Identifying Major Depressive Disorder From Clinical Notes Using Neural Language Models with Distant Supervision. ICHI 2023: 183-192 - 2021
- [c3]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:
Detecting Major Depressive Disorder from Clinical Notes using Neural Language Models with Distant Supervision. AMIA 2021 - 2017
- [c2]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:
Data-driven longitudinal modeling and prediction of symptom dynamics in major depressive disorder: Integrating factor graphs and learning methods. CIBCB 2017: 1-9 - 2006
- [c1]J. Sean Humbert, Mark A. Frye:
Extracting behaviorally relevant retinal image motion cues via wide-field integration. ACC 2006: 1-6
Informal and Other Publications
- 2021
- [i1]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:
Neural Language Models with Distant Supervision to Identify Major Depressive Disorder from Clinical Notes. CoRR abs/2104.09644 (2021)
Coauthor Index
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