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NCT04849312 · ClinicalTrials.gov registry record
Prediction of 30-Day Readmission Using Machine Learning
A clinical trial, sponsored by Brigham and Women's Hospital.
- Completed
- Registry status
- 372
- Enrollment target
NCT04849312 is a clinical trial that has completed, run by Brigham and Women's Hospital. The registered enrollment target is 372 participants.
The verdict
NCT04849312 has completed, sponsored by Brigham and Women's Hospital.
- COMPLETED
- Registry status
- 372 participants
- Enrollment target
Study Summary
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.
Trial Details
| Field | Value |
|---|---|
| Enrollment Target | 372 participants |
| Start Date | 2017-06-01 |
| Est. Completion | 2019-11-30 |
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Full Details on ClinicalTrials.gov ↗What the Registry Record Tells You About NCT04849312
The ClinicalTrials.gov registry entry for NCT04849312 describes a study currently listed as completed, categorized as an unspecified phase. The registered enrollment target is 372 participants, a figure that helps gauge the scale of data the investigators plan to collect. The listed sponsor is Brigham and Women's Hospital, which has 937 total studies on file at ClinicalTrials.gov.
The record links to 0 conditions, and to 0 interventions.
NCT04849312 reports 0 study locations.
Frequently Asked Questions
What is clinical trial NCT04849312 about?
NCT04849312 is a clinical study titled "Prediction of 30-Day Readmission Using Machine Learning". 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. T...
What is the current status of trial NCT04849312?
This trial is currently completed. The enrollment target is 372 participants. The study started on 2017-06-01. Estimated completion is 2019-11-30.
Who is sponsoring clinical trial NCT04849312?
This trial is sponsored by Brigham and Women's Hospital, which has 937 total clinical trials registered on ClinicalTrials.gov.
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