Post on 05-Jan-2016
description
Big Data and Predictive Analytics in Health Care
Presented by: Mehadi SayedPresident and CEO, Clinisys EMR Inc.
Today’s Presentation
• About Clinisys and our research• Big Data - Present and Future• Analytics – The difference it makes• Emerging trends in healthcare empowered by
analytics
About Clinisys
• Clinisys is a Canadian medical information systems firm born out of a research group working in the filed of business intelligence in healthcare and user experience
• The system has been an invention into technology and devices that can provide better user experience, intelligence on patient records and practice management
Big Data
• What is Big Data? “In information technology, Big Data is a
collection of data sets so large and complex that it becomes difficult to process using on-hand database management tools. The challenges include capture, curation, storage, search, sharing, analysis, and visualization.”
Source: Wikipedia contributions 2012
Analytics
“Analytics is the discovery and communication of meaningful patterns in data. Especially valuable in areas rich with recorded information, analytics relies on the simultaneous application of statistics, computer programming and operations research to quantify performance. Analytics often favors data visualization to communicate insight.”Source: Wikipedia contributions 2012
Big Data Analytics
• Data Analytics is a growing filed that has been in the spotlight for the last decade
• According renowned data scientist Dr. Usama Fayyad, meaningful use of data is determined by 3Vs – Volume, Velocity and Variety
From Traditional Data to Big Data Processing
• Major trends that impacted the advances:
– Cloud Computing – Rise of Social Computing media– Exponential growth in mobile computing
Growth in Data
• Other than traditional file systems, the transactional and stored data has changed significantly
• Rise in non-structured data such as images, video, audio, messages, device data, location data has exponentially grown in the past decade
Some Facts About Data Growth…
• LinkedIn has more than users 175 million users
• Facebook has more than 1.1 billion users• Google processes more than a billion search
queries per day• There are approximately 7.85 billion indexed
pages on the World Wide Web
Source: worldwidewebsize.com and historyofinformation.com
Indexed WWW Pages
Utilization of Big Data
• Utilization of such data has become a matter of research and technologies have developed to deal with large amount of data and make it more meaningful
• Such data can provide extreme value to if analyzed appropriately
• For example detailed study of compiled data can provide intelligence on various aspects or behaviour of an individual and even help in predicting what may happen next
How Is Big Data Utilized?
• Data utilization phases:
Big Data Platforms
Big Data Technology Stack
Web 2.0 Applications
Mobile Platforms
Usage in Health Sector
• Data discovery• Patterns• Predictive Analysis• Device Data• Research data warehouses• Pharmacology, patient management, disease
prevention, decision support, future AI systems and more….
Health Data Sources
Our Research
• Clinisys is involved in finding intelligence in medical records
• Key research areas include analytics, interoperability, health data mining, clinical intelligence, data management, practice management, device connectivity and health informatics using new technologies, methods and platforms
Extraction Example
Patient # Encounter Date Time BP Location
5555555 2 05/05/2001 13:50 110-60 Edmonton
5555555 3 27/07/2001 11:00 220-75 Calgary
Patient # Encounter Date Time BP Location
5555555 3 15/09/2001 14:00 100-60 Edmonton
5555555 4 27/12/2001 09:00 105-75 Edmonton