Cloud-Based Machine Learning Platform to Predict Clinical Outcomes at Home for Patients With Cardiovascular Conditions Discharged From Hospital: Clinical Trial.
Phillip C YangAlokkumar JhaWilliam XuZitao SongPatrick JampJeffrey J TeutebergPublished in: JMIR cardio (2024)
To date, there are no reliable clinical data, using a wearable device, regarding monitoring discharged patients to predict their recovery. We conducted a clinical trial to assess outcome data rigorously to be used reliably for remote home care by patients, health care professionals, and caretakers.
Keyphrases
- clinical trial
- healthcare
- end stage renal disease
- machine learning
- ejection fraction
- newly diagnosed
- chronic kidney disease
- prognostic factors
- big data
- emergency department
- electronic health record
- open label
- patient reported outcomes
- phase ii
- blood pressure
- deep learning
- social media
- patient reported
- data analysis
- phase iii