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CBMS
2005
IEEE
9 years 4 months ago
Local Dimensionality Reduction within Natural Clusters for Medical Data Analysis
Inductive learning systems have been successfully applied in a number of medical domains. Nevertheless, the effective use of these systems requires data preprocessing before apply...
Mykola Pechenizkiy, Alexey Tsymbal, Seppo Puuronen
CBMS
2005
IEEE
9 years 4 months ago
Prediction of Type II MODY3 Diabetes Using Backpercolation
In this study, a neural network based approach is used to predict the presence of Maturity Onset Diabetes type 3, referred as MODY3 Type II diabetes mellitus. The study has used b...
Nawaz Khan, Chukwuemeka A. Ikejiaku, Shahedur Rahm...
CBMS
2005
IEEE
9 years 4 months ago
Supporting Collaboration and Information Sharing in Computer-Based Clinical Guideline Management
Collaboration and information sharing for facilitating patient and clinician mobility is important to consider in supporting computer-based clinical guidelines and protocols. This...
Kudakwashe Dube, Essam Mansour, Bing Wu
CBMS
2005
IEEE
9 years 4 months ago
Biclustering of Expression Data Using Simulated Annealing
In gene expression data a bicluster is a subset of genes and a subset of conditions which show correlating levels of expression. However, the problem of finding significant biclu...
Kenneth Bryan, Padraig Cunningham, Nadia Bolshakov...
CBMS
2005
IEEE
9 years 8 months ago
Automated Optic Nerve Analysis for Diagnostic Support in Glaucoma
The availability of modern imaging techniques such as Confocal Scanning Laser Tomography (CSLT) for capturing high-quality optic nerve images offer the potential for developing au...
Jin Yu, Syed Sibte Raza Abidi, Paul Habib Artes, A...
CBMS
2005
IEEE
9 years 8 months ago
Web-Based Monitoring System for Home-Based Rehabilitation with Stroke Patients
Research on developing low cost home-based rehabilitation systems aim to provide support for the rehabilitation of post stroke patients in the home environment to promote/aid func...
Huiru Zheng, R. J. Davies, Norman D. Black
CBMS
2005
IEEE
9 years 8 months ago
Relevance Feedback for Spine X-ray Retrieval
Relevance feedback (RF) has been an active research area in Content-based Image Retrieval (CBIR). RF intends to bridge the gap between the low-level image features and the high-le...
Xiaoqian Xu, D. J. Lee, Sameer Antani, L. Rodney L...
CBMS
2005
IEEE
9 years 8 months ago
A Practical Tool for Visualizing and Data Mining Medical Time Series
The increasing interest in time series data mining has had surprisingly little impact on real world medical applications. Practitioners who work with time series on a daily basis ...
Li Wei, Nitin Kumar, Venkata Nishanth Lolla, Eamon...
CBMS
2005
IEEE
9 years 8 months ago
An Ontology-Driven Clustering Method for Supporting Gene Expression Analysis
The Gene Ontology (GO) is an important knowledge resource for biologists and bioinformaticians. This paper explores the integration of similarity information derived from GO into ...
Haiying Wang, Francisco Azuaje, Olivier Bodenreide...
CBMS
2005
IEEE
9 years 8 months ago
GIMI: Generic Infrastructure for Medical Informatics
Andrew C. Simpson, David J. Power, Mark Slaymaker,...
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