Download Study on Health Care IT infrastructure

Study on Health Care IT
infrastructure
Presented by Samuel Kasimalla
Under Supervision of Dr Box
Topics covered
1. Planning and Implementation a project
2. Phases of implementing a health care based
large project.
3. Various published frameworks
4. Cloud based approach
5. Data Mining in Health care.
6. Privacy preserving sharing of information
7. High performance computing for data mining
Planning and Implementation a
project
A good planning package should
• Provide Guiding strategy for allocating resources
• Maximizes the value provided by resources
invested
• Identifies technological opportunities or threats
• Optimizes prioritization in systems integration
• Meets standards of care
• Reduces operating costs
• Reduces risk exposure.
Phases of implementing a health care
based large project. (1/2)
• Difficult to implement in one phase.
– Eg: Digitalization of hospital records.
• Follow Project management techniques
Phases of implementing a health care
based large project. (2/2)
Various published frameworks (1/1)
•
Distributed Data Mining From Heterogeneous Healthcare Data Repositories:
Towards an Intelligent Agent-Based Framework
– Agent-based DM Info-structure (ADMI)
Various published frameworks (1/1)
• Design and Implementation of Interoperable
Medical Information System Based on SOA
Cloud based approach
• A Cloud
Computing
Framework for
Real-time Rural
and Remote
Service of Critical
Care
• All nodes need
not be powerful
computers
Data Mining in Health care.
• Data mining
Privacy preserving sharing of
information
• Development of Data Authenticity
Verification System in Regional Health
Information Network
Image Source: PRIVACY-PRESERVING DATA MINING MODELS AND ALGORITHMS
High performance computing for data
mining
• Scalable Data Mining with Log Based Consistency
DSM for High Performance Distributed Computing
• Log Based Consistency Mechanism
References
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[1x] Privacy Preserving Distributed Learning Clustering Of HealthCare Data Using Cryptography
Protocols Ahmed M. Elmisery, Huaiguo Fu
[2x] Interoperability of Medical Device Information and the Clinical Applications: An HL7 RMIM
based on the ISO/IEEE 11073 DIM. Mustafa Yuksel and Asuman Dogac
[3x] Towards a Framework for Health Information Systems Evaluation Maryati Mohd. Yusof, Ray J.
Paul, Lampros K. Stergioulas
[4x] Research and Implementation of Transmitting and Interchanging Medical Information based
on HL7
Xiaoqi LU, Yu GU*, Lidong YANG, Weitao JIA, Lei Wang
[5x] Development of Data Authenticity Verification System in Regional Health Information
Network
ZHOU Tian-shu, LI Jing-song , ZHANG Xiao-guang, HU Zhen, YU Hai-yan, CHEN Huan
[6x] Distributed Data Mining From Heterogeneous Healthcare Data Repositories: Towards an
Intelligent Agent-Based Framework Syed Zahid Hassan Zaidi Syed Sibte Raza Abidi Selvakumar
Manickam
[7x] Design and Implementation of Interoperable Medical Information System Based on SOA
ZHANG Xiao-guang, LI Jing-song, ZHOU Tian-shu, YANG Yi-bing, CHEN Yun-qi , XUE Wan-guo, ZHAO
Jun-ping
All the images are from the above mentioned papers, taken only for purpose of presentation