Healthcare IT infra structure Software engineering perspectivex

odecrackAI and Robotics

Oct 29, 2013 (3 years and 9 months ago)

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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


[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