A novel neural-genetic algorithm to find the most significant combination of features in digital mammograms

B Verma, P Zhang - Applied soft computing, 2007 - Elsevier
Digital mammography is one of the most suitable methods for early detection of breast
cancer. It uses digital mammograms to find suspicious areas containing benign and …

An improved svm classifier for medical image classification

Y Jiang, Z Li, L Zhang, P Sun - … Conference on Rough Sets and Intelligent …, 2007 - Springer
Abstract Support Vector Machine (SVM) has high classifying accuracy and good capabilities
of fault-tolerance and generalization. The Rough Set Theory (RST) approach has the …

Incorporating domain knowledge into medical image clustering

H Pan, J Li, W Zhang - Applied Mathematics and Computation, 2007 - Elsevier
Image mining is more than just an extension of data mining to image domain but an
interdisciplinary endeavor. Very few people have systematically investigated this field …

A large scale data mining approach to antibiotic resistance surveillance

EG Giannopoulou, VP Kemerlis… - … on Computer-Based …, 2007 - ieeexplore.ieee.org
One of the most considerable functions in a hospital's infection control program is the
surveillance of antibiotic resistance. Several traditional methods used to measure it do not …

视频结构挖掘的概念及应用

付畅俭, 李国辉, 代科学 - 计算机应用研究, 2007 - cqvip.com
提出了一种视频结构挖掘的概念框架和视频结构挖掘系统框架, 在概念框架中对视频结构挖掘
相关概念给出了规范化的定义, 视频结构挖掘框架包括的主要内容有视频基本结构挖掘 …

Lesion detection using segmentation and classification of mammograms

L Vibha, GM Harshavardhan, K Pranaw… - Proceedings of the 25th …, 2007 - dl.acm.org
The national cancer institute (NCI) estimates that 1 in 8 women in USA (12.6%) develop
breast cancer, during their life time. Mammography is a medical imaging technique that …

视频结构挖掘的概念和框架

付畅俭, 李国辉, 代科学 - 计算机工程, 2007 - cqvip.com
视频信息处理的关键是视频信息的结构化, 视频除了有基本层次结构之外, 还有隐藏其中的视频
结构语法和结构语义. 该文提出了一种视频结构挖掘的概念框架和视频结构挖掘的系统框架 …

Research on translation-invariant wavelet transform for classification in mammograms

L Zhang, X Gao - Third International Conference on Natural …, 2007 - ieeexplore.ieee.org
Classification of benign and mat microcalcifications in mammograms through computer-
aided diagnosis (CADx) is vital for the early diagnosis of the breast cancer. To this end …

A Similarity retrieval method in brain image sequence database

H Pan, Q Han, X Xie, Z Wei, J Li - … , ADMA 2007 Harbin, China, August 6-8 …, 2007 - Springer
Image mining is more than just an extension of data mining to image domain but an
interdisciplinary endeavor. Very few people have systematically investigated this field …

A content based pattern analysis system for a biological specimen collection

J Mallik, A Samal, SL Gardner - Seventh IEEE International …, 2007 - ieeexplore.ieee.org
Over the years many research collections of biological specimen have been developed for
research in biological sciences. Number of specimens in some of these collections can be …