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Atrial Fibrillation Rapid clinical trials

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NCT ID: NCT05045742 Active, not recruiting - Asthma Clinical Trials

Prediction of Patient Deterioration Using Machine Learning

Start date: March 20, 2021
Phase:
Study type: Observational

This is a retrospective observational study drawing on data from the Brigham and Women's Home Hospital database. Sociodemographic and clinic data from a training cohort were used to train a machine learning algorithm to predict patient deterioration throughout a patient's admission. This algorithm was then validated in a validation cohort.

NCT ID: NCT04784351 Active, not recruiting - Asthma Clinical Trials

Prediction of Expected Length of Hospital Stay Using Machine Learning

Start date: March 20, 2021
Phase:
Study type: Observational

This is a retrospective observational study drawing on data from the Brigham and Women's Home Hospital database. Sociodemographic and clinic data from a training cohort were used to train a machine learning algorithm to predict length of stay throughout a patient's admission. This algorithm was then validated in a validation cohort.