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

• Автори: Emily E Haroz (Автор), Fiona Grubin (Автор), Novalene Goklish (Автор), Shardai Pioche (Автор), Mary Cwik (Автор), Allison Barlow (Автор), Emma Waugh (Автор), Jason Usher (Автор), Matthew C Lenert (Автор), Colin G Walsh (Автор)
• Формат: Книга
• Опубліковано: JMIR Publications, 2021-09-01T00:00:00Z.
• Предмети: article
• Онлайн доступ: 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...