WithdrawnNo phase
Prediction of Expected Length of Hospital Stay Using Machine Learning
Reason given: Insufficient resources.
Key facts
- Where
- Boston, United StatesSee the 2 sites
Where in United States
- Brigham and Women's Faulkner HospitalBoston, United StatesNo longer taking part
- Brigham and Women's HospitalBoston, United StatesNo longer taking part
Trial details
- Who runs it
- Brigham and Women's Hospital
- Trial code
- NCT04784351
- Record updated
- 17 March 2026
- Original 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.Read full original descriptionShow less
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.
Was a subject in the Brigham and Women's Home Hospital study and has a completed record in the study's database.