Predicting state level suicide fatalities in the united states with realtime data and machine learning.
Patel D, Sumner SA, Bowen D, Zwald M, Yard E, Wang J, Law R, Holland K, Nguyen T, Mower G, Chen Y, Johnson JI, Jespersen M, Mytty E, Lee JM, Bauer M, Caine E, De Choudhury M.
Patel D, et al. Among authors: nguyen t.
Npj Ment Health Res. 2024 Jan 16;3(1):3. doi: 10.1038/s44184-023-00045-8.
Npj Ment Health Res. 2024.
PMID: 38609512
Free PMC article.
We developed and validated a deep learning based approach to utilize real-time, state-level online (Mental Health America web-based depression screenings; Google and YouTube Search Trends), social media (Twitter), and health administrative data (National Syndromic Surveillance Pr …
We developed and validated a deep learning based approach to utilize real-time, state-level online (Mental Health America web-based depressi …