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COSC7388: Advanced Topics in Distributed Computing-- Mobile Computing in Smart Health and Well beings
Rong ZhengAssociate Professor@CS
Healthcare reality in US 25.8 million children and adults in the United States—
8.3% of the population—have diabetes 0.26% of population 20 years of age or under
People 65+ represented 12.4% of the population in the year 2000 but are expected to grow to be 19% of the population by 2030 (Administration of Aging)
the United States spent $7,146 on health care per capita and 15.2% percentage of its GDP (WHO)
195,000 Americans die a year due to preventable errors (HealthGrades, 2004)
Life expectancy at birth in the USA, 78.49, is 50th in the world
Needs for better health deliveryOverarching goal: Optimized care decisions by bringing all relevant evidence pertaining to the particular patient to the point of care anywhere and anytime and in user-appropriate forms for all members of the care team
Normalization and harmonization of electronic health records (HER)
Extraction and representation of data, information, and knowledge from diverse unstructured sources
Frequent and large-scale data collection and predictive modeling
Paradigm shiftsInvolvement and enabling of individuals to participate in their care
From reactive to preventive
From clinic-centric to patient-centric, and
From disease-centered to wellness centered
High penetration rate of mobile devices64.7% of world population subscribe to mobile
phone services in 2012 (wikipedia)
1 China 1,046,510,000 1,341,000,000 75.32 June 20122 India 934,094,206 1,211,929,872 76.99 June 20123 US 327,577,529 310,866,000 103.9 June 20114 Brazil 254,948,934 192,379,287 132.52 June 20125 Indonesia 250,100,000 237,556,363 105.28 May 20096 Russia 224,260,000 142,905,200 154.5 July 20117 Japan 121,246,700 127,628,095 95.1 June 20118 Pakistan 119,860,799 178,854,781 68.60 May 20129 Germany 107,000,000 81,882,342 130.1 200910 Nigeria 101,271,578 140,000,000 72.3 May 2012
(Mobile) networking technologies in healthcareSensing
Ubiquitous health data collection Continuous sensing of physiological information
Monitoring of dietary behavior and activities
Diagnosis and care delivery
Access of information at point of care
Cloud-assisted modeling and assessment Early detection
Social networks Patient & physician support group Epidemic disease detection and modeling
In h
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Scope of the classScience and engineering side
Wireless technologies Sensing technologies Mobile platform programming (Windows Mobile 7,
Android) Cloud Software engr. practice
Medical side Viewpoints from medical practitioners
Case studies
Course formatLectures
Guest lectures
Survey presentation
Project discussion and presentation
Semester-long Project Innovative idea needed
Preferably decease-oriented
Survey to understand the state of the art
Design of experiments early on
Processing and interpretation of data
Oral presentation and written report
Use of SVN for code maintenance
Tentative ScheduleDate Topic Lecturer
08/27 Introduction Rong Zheng
09/03 Labor day holiday
09/10 Window Mobile 7 programming/cloud Huy Nguyen
09/17 Wireless standards related to medical applications Rong Zheng
09/24 Sensor design for medical devices Luca Pollonini
10/01 Resource-efficient activity recognition and monitoring Rong Zheng
10/08 Android programming Khuong Vu
10/15 Survey presentation & project proposal Students
10/22 Social networking in healthcare Rong Zheng
10/29 Home monitoring and care for cardiovascular diseases Cliff Dacso
11/05 Privacy and security issues in healthcare Rong Zheng
11/12 Safety and compatibility of RF enabled medical devices
David Nghiem
11/19 Case study in assisted living Rong Zheng
11/26 TBD
12/03 Final project presentation Students