M.S. in Computer Science:
Health Informatics
The MS/CS concentration in Health Informatics is suggested for individuals who wish to pursue a career in health information systems. The health industry represents a huge and growing sector of the global economy. Within the United States, the aging baby boom generation is now entering retirement. Globally there are huge challenges for example in Africa with delivery of health services, due to HIV/AIDS and potentially other pandemics. There are huge untapped opportunities for front-end IT development in this area, for example, using mobile devices. At the same time, there are huge challenges in this area. Privacy is a major issue, as reflected for example by the HPPA act in the US. The MS/CS concentration in health informatics places particular emphasis on:
Knowledge discovery and data mining. The workflow of healthcare organizations involves the generation and collection of various kinds of data relating to clinical practices, clinical trials, patient information, resource administration, policies and research. Traditionally, statistical techniques are used to derive some operational information from the data. Data mining methods provide the opportunity to derive, in an exploratory manner, valuable healthcare knowledge in terms of associations, sequential patterns, classifications, predictions and symbolic rules. Such inductively derived healthcare knowledge can not only provide strategic insights into the practical delivery of healthcare, but also significantly impact other areas of health informatics. For example, adverse reactions to medical pharmaceuticals are one of the leading causes of hospitalisation and death. Data mining techniques can complement existing systems for reporting spontaneous adverse drug reactions.
Privacy. There is increasing emphasis on protecting the privacy of the individuals and organisations represented in health databases. Organisations are increasingly subject to privacy legislation and codes of practice which limit what information they can release. The use of mobile devices by staff and clinicians, and data mining, are only two examples of the special challenges that privacy poses for informatics.
Health informatics. This course covers the history of health informatics, including discussions of protocols and standards such as OSI, UDEF and HL7, review of information access and evaluation, health care terminology and health care economics, and looks at system selection and evaluation in the areas of telemedicine, dental informatics, consumer health informatics, and hospital/clinical informatics. Special attention is given to web services and mobile computing as they relate to the health care industry. The course includes extensive readings and an implementation-based feasibility study for a client-based scenario.
You will obtain a basic grounding in data management, including database management systems, privacy and data mining. You will obtain a background in distributed application development, including service oriented architecture (SOA). The courses in SOA are a prerequisite for a course in health informatics, where you will learn about technologies and issues specific to the health industry, as well as develop a term project that builds on the skills set that you have developed.
If you follow this study plan, you will graduate with:
- a Master of Science in Computer Science, and
- a Graduate Certificate in Health Informatics.
Core Courses
If you have already taken a course in database management systems, for example as an undergraduate computer science major, you may substitute an elective for that course with the approval of the graduate advisor. You may also wish to substitute CS 522 Mobile and Pervasive Computing for CS 549 Distributed Systems, or take both courses.
| Data Management | CS 561 Database Management Systems |
| CS 578 Privacy in a Networked World | |
| CS 513 Knowledge Discovery and Data Mining | |
| Service Oriented | CS 548 Engineering of Enterprise Software Systems |
| Architecture (SOA) | CS 549 Distributed Systems |
| Health Informatics | CS 544 Health Informatics |
Suggestions for Elective Courses
| Web Programming | SOC 611 Web Fundamentals |
| CS 546 Web Programming | |
| Requirements | SOC 521 Software Requirements Acquisition and Analysis |
| CS 545 Human Computer Interaction | |
| Mobile Computing | CS 522 Mobile and Pervasive Computing |
| Software Engineering | CS 540 Fundamentals of Quantitative Software Engineering |
| Management | MGT 662 Legal Issues for the IT Professional |
| MGT 679 Management Information Systems |
Sample Study Plan - Part Time
| Fall | Spring | ||
|---|---|---|---|
| Year 1 | CS 561 Database Mgt Systems SOC 611 Web Fundamentals |
CS 513 Data Mining CS 545 HCI |
MGT 662 Legal Issues |
| Year 2 | CS 548 Eng of Ent Soft Sys CS 549 Distributed Systems* |
CS 544 Health Informatics CS 578 Privacy |
SOC 521 Software Requirements |
*: Alternative course SOC 641 Distributed Application Development.
Ask a question of the graduate advisor. *
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