A review of computer-aided diagnosis of breast cancer: Toward the detection of subtle signs

RM Rangayyan, FJ Ayres, JEL Desautels - Journal of the Franklin Institute, 2007 - Elsevier
Mammography is the best available tool for screening for the early detection of breast
cancer. Mammographic screening has been shown to be effective in reducing breast cancer …

Fractal analysis of contours of breast masses in mammograms

RM Rangayyan, TM Nguyen - Journal of digital imaging, 2007 - Springer
Fractal analysis has been shown to be useful in image processing for characterizing shape
and gray-scale complexity. Breast masses present shape and gray-scale characteristics that …

Neural network ensemble based CAD system for focal liver lesions from B-mode ultrasound

J Virmani, V Kumar, N Kalra, N Khandelwal - Journal of digital imaging, 2014 - Springer
A neural network ensemble (NNE) based computer-aided diagnostic (CAD) system to assist
radiologists in differential diagnosis between focal liver lesions (FLLs), including (1) typical …

Detection of architectural distortion in prior mammograms

S Banik, RM Rangayyan… - IEEE transactions on …, 2010 - ieeexplore.ieee.org
We present methods for the detection of sites of architectural distortion in prior
mammograms of interval-cancer cases. We hypothesize that screening mammograms …

Content-based retrieval and analysis of mammographic masses

H Alto, RM Rangayyan… - Journal of Electronic …, 2005 - spiedigitallibrary.org
Content-based retrieval for the comparative analysis of mammograms containing masses is
presented as one part of a larger project on the development of a content-based image …

Computer-aided detection of architectural distortion in prior mammograms of interval cancer

RM Rangayyan, S Banik, JEL Desautels - Journal of Digital Imaging, 2010 - Springer
Architectural distortion is an important sign of breast cancer, but because of its subtlety, it is a
common cause of false-negative findings on screening mammograms. This paper presents …

PostgreSQL-IE: An image-handling extension for PostgreSQL

D Guliato, EV de Melo, RM Rangayyan… - Journal of digital …, 2009 - Springer
The last decade witnessed a growing interest in research on content-based image retrieval
(CBIR) and related areas. Several systems for managing and retrieving images have been …

Polygonal modeling of contours of breast tumors with the preservation of spicules

D Guliato, RM Rangayyan, JD Carvalho… - IEEE Transactions …, 2007 - ieeexplore.ieee.org
Malignant breast tumors typically appear in mammograms with rough, spiculated, or
microlobulated contours, whereas most benign masses have smooth, round, oval, or …

Statistical measures of orientation of texture for the detection of architectural distortion in prior mammograms of interval-cancer

J Chakraborty, RM Rangayyan, S Banik… - Journal of …, 2012 - spiedigitallibrary.org
Architectural distortion is an important sign of early breast cancer. Due to its subtlety, it is
often missed during screening. We propose a method to detect architectural distortion in …

Classification of breast masses in mammograms using neural networks with shape, edge sharpness, and texture features

TCSS André, RM Rangayyan - Journal of Electronic Imaging, 2006 - spiedigitallibrary.org
We propose an approach using artificial neural networks to classify masses in
mammograms as malignant or benign. Single-layer and multilayer perceptron networks are …