Fully automated breast boundary and pectoral muscle segmentation in mammograms

A Rampun, PJ Morrow, BW Scotney… - Artificial intelligence in …, 2017 - Elsevier
Breast and pectoral muscle segmentation is an essential pre-processing step for the
subsequent processes in computer aided diagnosis (CAD) systems. Estimating the breast …

Breast density classification using local quinary patterns with various neighbourhood topologies

A Rampun, BW Scotney, PJ Morrow, H Wang… - Journal of …, 2018 - mdpi.com
This paper presents an extension of work from our previous study by investigating the use of
Local Quinary Patterns (LQP) for breast density classification in mammograms on various …

Voxel‐based supervised machine learning of peripheral zone prostate cancer using noncontrast multiparametric MRI

N Gholizadeh, J Simpson, S Ramadan… - Journal of applied …, 2020 - Wiley Online Library
Purpose The aim of this study was to develop and assess the performance of supervised
machine learning technique to classify magnetic resonance imaging (MRI) voxels as …

Computer-aided diagnosis for prostate cancer using multi-parametric magnetic resonance imaging

G Lemaitre - 2016 - u-bourgogne.hal.science
Prostate cancer (CaP) is the second most diagnosed cancer in men all over the world. CaP
growth is characterized by two main types of evolution:(i) the slow-growing tumours progress …

Prostate Image Segmentation Using Deep Learning

K Shanmugalingam - 2024 - unsworks.unsw.edu.au
Biomedical imaging and analysis are recognised as potential non-invasive methods for
identifying various life-threatening conditions. The evolution and widespread availability of …

[PDF][PDF] Textural Classification of Multiple Sclerosis Lesions in Multimodal MRI Volumes

I Storey - 2019 - core.ac.uk
Abstract Background and objectives: Multiple Sclerosis is a common relapsing
demyelinating disease causing the significant degradation of cognitive and motor skills and …

10 Computer-Aided Diagnosis

G Lemaître, R Martí, F Meriaudeau - Prostate Cancer Imaging …, 2018 - books.google.com
The prostate is an exocrine gland of the male reproductive system having an inverted
pyramidal shape, which is located below the bladder and in front of the rectum. It measures …

Computer-Aided Diagnosis Systems for Prostate Cancer Detection: Challenges and Methodologies

G Lemaître, R Martí, F Meriaudeau - Prostate Cancer Imaging, 2018 - taylorfrancis.com
Prostate cancer (CaP) is the second most diagnosed cancer in men all over the world. CaP
growth is characterized by two main types of evolution:(i) slow-growing tumors progress …