A systematic survey of computer-aided diagnosis in medicine: Past and present developments

J Yanase, E Triantaphyllou - Expert Systems with Applications, 2019 - Elsevier
Computer-aided diagnosis (CAD) in medicine is the result of a large amount of effort
expended in the interface of medicine and computer science. As some CAD systems in …

Survey of utilisation of fuzzy technology in medicine and healthcare

MF Abbod, DG von Keyserlingk, DA Linkens… - Fuzzy Sets and …, 2001 - Elsevier
The complexity of biological systems, unlike physical science applications, makes the
development of computerised systems for medicine not a straightforward algorithmic …

[PDF][PDF] Using three machine learning techniques for predicting breast cancer recurrence

LG Ahmad, AT Eshlaghy, A Poorebrahimi… - J Health Med …, 2013 - academia.edu
Objective: The number and size of medical databases are increasing rapidly but most of
these data are not analyzed for finding the valuable and hidden knowledge. Advanced data …

An expert system for detection of breast cancer based on association rules and neural network

M Karabatak, MC Ince - Expert systems with Applications, 2009 - Elsevier
This paper presents an automatic diagnosis system for detecting breast cancer based on
association rules (AR) and neural network (NN). In this study, AR is used for reducing the …

A fuzzy-genetic approach to breast cancer diagnosis

CA Pena-Reyes, M Sipper - Artificial intelligence in medicine, 1999 - Elsevier
The automatic diagnosis of breast cancer is an important, real-world medical problem. In this
paper we focus on the Wisconsin breast cancer diagnosis (WBCD) problem, combining two …

Mining the breast cancer pattern using artificial neural networks and multivariate adaptive regression splines

SM Chou, TS Lee, YE Shao, IF Chen - Expert systems with applications, 2004 - Elsevier
Data mining is a very popular technique and has been widely applied in different areas
these days. The artificial neural network has become a very popular alternative in prediction …

Computer-aided diagnosis system based on fuzzy logic for breast cancer categorization

GHB Miranda, JC Felipe - Computers in biology and medicine, 2015 - Elsevier
Background Fuzzy logic can help reduce the difficulties faced by computational systems to
represent and simulate the reasoning and the style adopted by radiologists in the process of …

Expert system based on neuro-fuzzy rules for diagnosis breast cancer

A Keleş, A Keleş, U Yavuz - Expert systems with applications, 2011 - Elsevier
Recent advances in the field of artificial intelligence have led to the emergence of expert
systems for medical applications. Moreover, in the last few decades computational tools …

Computer-aided image analysis

H Zhang, G Carls, SD Barnhill - US Patent 6,996,549, 2006 - Google Patents
Digitized image data are input into a processor where a detection component identifies the
areas (objects) of particular interest in the image and, by segmentation, separates those …

The seven key challenges for the future of computer-aided diagnosis in medicine

J Yanase, E Triantaphyllou - International journal of medical informatics, 2019 - Elsevier
Background Computer-aided diagnosis (CAD) can assist physicians in effective and efficient
diagnostic decision-making. CAD systems are currently essential tools in some areas of …