Image segmentation is a crucial aspect of machine vision in which usable information is
collected from an input image. This relevant information might range from detecting …

Medical image segmentation is a vital task in medical imaging, aiming to extract meaningful
and precise information from images. While traditional methods have been extensively used …

Prostate segmentation of MR volumes is a very important task for treatment planning and
image-guided brachytherapy and radiotherapy. Manual delineation of prostate in MR image …

Prostate cancer is the second-most frequently diagnosed cancer and the sixth leading cause
of cancer death in males worldwide. The main problem that specialists face during the …

This paper presents a computer-aided diagnosis (CAD) system for early detection of
prostate cancer from diffusion-weighted magnetic resonance imaging (DWI) acquired at six …

In this paper, a computer-aided diagnosis (CAD) system for early diagnosis of prostate
cancer from diffusion-weighted magnetic resonance imaging (DWI) is proposed. The …

Abstract Machine learning (ML) and deep learning (DL) approaches have been used as
indispensable tools in modern artificial intelligence-based computer-aided diagnostic …

Medical image segmentation is a crucial task in medical imaging analysis that aims to
extract meaningful and accurate information from medical images. In recent years, traditional …

Prostate cancer is the second most frequently diagnosed malignancy in men, and is the sixth
most common cause of cancer-related male death worldwide [1]. Prostate cancer is also the …

This chapter proposes a level-set-based framework for the delineation of the prostate from
three-dimensional (3D) diffusion-weighted (DW) magnetic resonance imaging (MRI). The …