1. 1. Big Data Health Analytics is Personalizing Care ANITA T SALINAS anitatsalinas@gmail.com www.linkedin.com/in/anitatsalinas
2. 2. Big Data Health Analytics is Personalizing Care Harnessing high data volumes & varieties with analysis Analyzing todays high data volumes, multiple sources and types of data to discover patterns that improve care for an individuals specific needs 2 examples Chronic disease management Hospital readmissions
3. 3. 1. Chronic Disease Management Chronic Obstructive Pulmonary Disease (COPD) 72 year old Larry doesnt get enough oxygen COPD = Bronchitis + emphysema 3rd highest cause of death in US
4. 4. 1. Real-time, Round-the-Clock Monitoring Wearable + Cloud + Big Data Health Analytics Solution Sensor collects continuous biometrics stream Thousands of data points/minute to cloud Self-monitoring, Caregivers monitor remotely Analyze symptoms, history over time Trigger automatic alerts, set thresholds Result Improve patients every day condition Improve medication adherence Avoid more acute symptoms & care Respiratory Rate Heart Rate/Variability Sleep Staging/Quality Calorie Burn/Steps Skin Temperature Fall Detection/Severity
5. 5. 2. Preventing Hospital Readmissions Who wants to go to the hospital? Who wants to go again? Not patient: One of the most dangerous places in the world Harvard Professor, MD Not plan: Average cost >$1700/day, average length of stay = 5 days Not provider: CMS penalties for readmissions - $227M, 2225 hospitals in 2013
6. 6. 2. U Pitt Medical Center Readmission Risk Score Big Data + Predictive Health Analytics Solution Combine Dr. notes, claims, pharmacy, clinical data Analyze for patterns, correlations Predict patients needing post-discharge urgent care Assign readmission risk score at discharge Result Assign proactive follow up care for high-risk patients Reduced readmissions by 37%
7. 7. Big Data Health Analytics is Personalizing Care These are just 2 examples. Consider personalized care possibilities of analyzing a combination of big data from Physiology Clinical Pharmacy Claims Public Data / Demographics Social media / Behavioral Genomics Genealogy