Caitrin Armstrong

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Big Data Analytics

Machine Learning

Top Venues

Frontiers Big Data

Publications

David Benrimoh, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Adam Kapelner, Sagar V. Parikh, Jordan F. Karp, Katherine Heller, Gustavo Turecki
Development and Validation of a Deep-Learning Model for Differential Treatment Benefit Prediction for Adults with Major Depressive Disorder Deployed in the Artificial Intelligence in Depression Medication Enhancement (AIDME) Study. CoRR (2024)
Grace Golden, Christina Popescu, Sonia Israel, Kelly Perlman, Caitrin Armstrong, Robert Fratila, Myriam Tanguay-Sela, David Benrimoh
Applying Artificial Intelligence to Clinical Decision Support in Mental Health: What Have We Learned? CoRR (2023)
David Benrimoh, Akiva Kleinerman, Toshi A. Furukawa, Charles F. Reynolds III, Eric Lenze, Jordan Karp, Benoit H. Mulsant, Caitrin Armstrong, Joseph Mehltretter, Robert Fratila, Kelly Perlman, Sonia Israel, Myriam Tanguay-Sela, Christina Popescu, Grace Golden, Sabrina Qassim, Alexandra Anacleto, Adam Kapelner, Ariel Rosenfeld, Gustavo Turecki
Towards Outcome-Driven Patient Subgroups: A Machine Learning Analysis Across Six Depression Treatment Studies. CoRR (2023)
David Benrimoh, Sonia Israel, Robert Fratila, Caitrin Armstrong, Kelly Perlman, Ariel Rosenfeld, Adam Kapelner
Editorial: ML and AI Safety, Effectiveness and Explainability in Healthcare. Frontiers Big Data 4 (2021)
Caitrin Armstrong, Ate Poorthuis, Matthew Zook, Derek Ruths, Thomas Soehl
Challenges when identifying migration from geo-located Twitter data. EPJ Data Sci. 10 (1) (2021)
Derek Ruths, Caitrin Armstrong
The Residence History Inference Problem. CoRR (2020)
Caitrin Armstrong, Derek Ruths
Legends: Folklore on Reddit. CoRR (2020)
Abhinav Bhandari, Caitrin Armstrong
Tkol, Httt, and r/radiohead: High Affinity Terms in Reddit Communities. W-NUT@EMNLP (2019)
Ariel Rosenfeld, David Benrimoh, Caitrin Armstrong, Nykan Mirchi, Timothe Langlois-Therrien, Colleen Rollins, Myriam Tanguay-Sela, Joseph Mehltretter, Robert Fratila, Sonia Israel, Emily Snook, Kelly Perlman, Akiva Kleinerman, Bechara Saab, Mark Thoburn, Cheryl Gabbay, Amit Yaniv-Rosenfeld
Big Data Analytics and AI in Mental Healthcare. CoRR (2019)
Edward Newell, David Jurgens, Haji Mohammad Saleem, Hardik Vala, Jad Sassine, Caitrin Armstrong, Derek Ruths
User Migration in Online Social Networks: A Case Study on Reddit During a Period of Community Unrest. ICWSM (2016)