Designing a Clinical Decision Support Tool That Leverages Machine Learning for Suicide Risk Prediction: Development Study in Partnership With Native American Care Providers

• Main Authors: Emily E Haroz (Author), Fiona Grubin (Author), Novalene Goklish (Author), Shardai Pioche (Author), Mary Cwik (Author), Allison Barlow (Author), Emma Waugh (Author), Jason Usher (Author), Matthew C Lenert (Author), Colin G Walsh (Author)
• Format: Book
• Published: JMIR Publications, 2021-09-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

BackgroundMachine learning algorithms for suicide risk prediction have been developed with notable improvements in accuracy. Implementing these algorithms to enhance clinical care and reduce suicide has not been well studied. ObjectiveThis study aims to design a clinical decision support tool and ap...