Tag: healthcare predictive analytics
-
Machine Learning Applications in Healthcare: 2025 Guide to Use Cases, Benefits & Risks
This article explores how machine learning is transforming healthcare in 2025, covering real clinical use cases, benefits for clinicians and patients, operational impact, regulatory realities, ethical risks, and why ML augments—rather than replaces—medical professionals.
-
Healthcare Predictive Analytics: How Data is Reshaping Care Delivery
Data Source Examples Electronic health records Epic, Cerner records including diagnoses, procedures, vitals, medications Laboratory systems Hemoglobin A1c, creatinine, white blood cell counts, troponin levels Medical imaging PACS archives containing CT scans, MRIs, X-rays Pharmacy records Medication administration records, prescription fills Claims data Medical and pharmacy claims from payers Device and wearable data Fitbit, Apple…