Mark A. Frye

According to our database, Mark A. Frye authored at least 8 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

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

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, Yanshan Wang

Proceedings of the 11th IEEE International Conference on Healthcare Informatics, 2023

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

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

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2018

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

2017

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

Proceedings of the IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology, 2017

2014

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

2006

Extracting behaviorally relevant retinal image motion cues via wide-field integration.

J. Sean Humbert, Mark A. Frye

Proceedings of the American Control Conference, 2006