Treatment Trials

7 Clinical Trials for Various Conditions

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UNKNOWN
Prediction of Patient Deterioration Using Machine Learning
Description

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.

UNKNOWN
Prediction of 30-Day Readmission Using Machine Learning
Description

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 the likelihood of 30-day readmission throughout a patient's admission. This algorithm was then validated in a validation cohort.

UNKNOWN
Prediction of Expected Length of Hospital Stay Using Machine Learning
Description

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.

COMPLETED
Rural Home Hospital: Proof of Concept
Description

This study examines the implications of providing hospital-level care in rural homes.

COMPLETED
Remote Physician Care for Home Hospital Patients
Description

This study examines the implications of providing remote physician care to home hospitalized patients compared to usual home hospital care with in-person/in-home physician visits.

UNKNOWN
Home Hospital for Suddenly Ill Adults
Description

The investigators propose a home hospital model of care that substitutes for treatment in an acute care hospital. Limited studies of the home hospital model have demonstrated that a sizeable proportion of acute care can be delivered in the home with equal quality and safety, reduced cost, and improved patient experience.

COMPLETED
Hospital-Level Care at Home for Acutely Ill Adults
Description

The investigators propose a home hospital model of care that substitutes for treatment in an acute care hospital. Limited studies of the home hospital model have demonstrated that a sizeable proportion of acute care can be delivered in the home with equal quality and safety, reduced cost, and improved patient experience.