Predictive Modeling of Hypertension-Related Postpartum Readmission: Retrospective Cohort Analysis.
Jinxin TaoRamsey G LarsonYonatan Dov MintzOguzhan AlagozKara K HoppePublished in: JMIR AI (2024)
Blood pressure measurements during labor through 48 hours post partum can be combined with other variables to predict women at risk for postpartum readmission. Using ML techniques in conjunction with these data have the potential to improve health outcomes and reduce associated costs. The use of the calculator can greatly assist clinicians in providing care to patients and improve medical decision-making.
Keyphrases
- blood pressure
- end stage renal disease
- healthcare
- palliative care
- decision making
- ejection fraction
- newly diagnosed
- chronic kidney disease
- peritoneal dialysis
- hypertensive patients
- heart rate
- cross sectional
- electronic health record
- patient reported outcomes
- blood glucose
- metabolic syndrome
- chronic pain
- artificial intelligence
- breast cancer risk