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RSCTC
2010
Springer
160views Fuzzy Logic» more  RSCTC 2010»
13 years 6 months ago
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data
Abstract. Clinical Decision Support Systems embed data-driven decision models designed to represent clinical acumen of an experienced physician. We argue that eliminating physician...
William Klement, Szymon Wilk, Martin Michalowski, ...
AIME
2007
Springer
14 years 1 months ago
A Causal Modeling Framework for Generating Clinical Practice Guidelines from Data
Abstract. The practice of medicine is becoming increasingly evidencebased and clinical practice guidelines (CPGs) are necessary for advancing evidence-based medicine (EBM). We hypo...
Subramani Mani, Constantin F. Aliferis
CISIM
2007
IEEE
13 years 11 months ago
Semi-Automatic Segmentation of Fibrous Liver Tissue
This article presents a semi-automatic segmentation of the fibrous liver tissue in the in-vivo liver biopsy color images. The segmentation is performed using a tree-based classifi...
P. Andruszkiewicz, C. Boldak, J. Jaroszewicz
GRC
2005
IEEE
14 years 1 months ago
Discovering and ranking important rules
— Decision rules generated from reducts can fully describe a data set. We introduce a new method of evaluating rules by taking advantage of rough sets theory. We consider rules g...
Jiye Li, Nick Cercone
TSMC
2002
135views more  TSMC 2002»
13 years 7 months ago
Fuzzy decision tree, linguistic rules and fuzzy knowledge-based network: generation and evaluation
A fuzzy knowledge-based network is developed based on the linguistic rules extracted from a fuzzy decision tree. A scheme for automatic linguistic discretization of continuous attr...
Sushmita Mitra, Kishori M. Konwar, Sankar K. Pal