Intel, Cloudera and guest speaker Forrester Research, Inc. discuss the strategy of pervasive analytics and real life examples of how analytics have already been embedded into applications and workflows.
11. PERVASIV
Information-driven business culture that uses
ubiquitously available analytics of all kinds to
continuously improve customer experience,
operations efficiency, and decision-making.
E
ANALYTICS
42. Health Care and Pervasive Analytics
42
Unlocking Insight – Key Sources of Data for Health Care
Clinical Data
• Health history
• Medications
Genomics Data
• Genetic pre-dispositions
• Tumor gene sequencing
Patient Data (IoT)
• Vitals
• Activity
• Bio-signals
Diagnostic Data
• Lab results
• Imaging
43. Health Care and Pervasive Analytics – Key Use Cases
• Reduction of patient readmission rates
• Predict patterns in the transmission of infectious diseases
• Personalized health care treatment
• More efficient drug clinical trials
• Remote patient and at home elder care
• Identification of new treatments for degenerative diseases
43
47. Research
Today:
Small, infrequent
clinical trials
Subjective data
Difficult to share
between researchers
47
48. Applying Big Data Technologies to Accelerate
Research
Wearable
Devices
Cloud
Infrastructure
Discovery
Data &
Analytics
Platform
48
49. Parkinson’s Research with Big Data
49
Smartphone App
24 x 7 monitoring Wearable Monitor
- 1 GB / person / day
Big Data Analytics
Objective measurements
- Location
- Movement
- Medications
Activity Identification
- Sleep Patterns
- Gait
- Balance
- Tremors
Anomaly Detection
1 GB/Patient/Day