A multiparametric MRI-based CAD system for accurate diagnosis of bladder cancer staging

K Hammouda, F Khalifa, A Soliman, M Ghazal… - … Medical Imaging and …, 2021 - Elsevier
Appropriate treatment of bladder cancer (BC) is widely based on accurate and early BC
staging. In this paper, a multiparametric computer-aided diagnostic (MP-CAD) system is …

A deep learning-based approach for accurate segmentation of bladder wall using MR images

K Hammouda, F Khalifa, A Soliman… - … on Imaging Systems …, 2019 - ieeexplore.ieee.org
In this paper, a deep learning-based convolution neural network (CNN) is developed for
accurate segmentation of the bladder wall using T2-weighted magnetic resonance imaging …

A 3D CNN with a learnable adaptive shape prior for accurate segmentation of bladder wall using MR images

K Hammouda, F Khalifa, A Soliman… - 2020 IEEE 17th …, 2020 - ieeexplore.ieee.org
A 3D deep learning-based convolution neural network (CNN) is developed for accurate
segmentation of pathological bladder (both wall border and pathology) using T2-weighted …

A cad system for accurate diagnosis of bladder cancer staging using a multiparametric mri

K Hammouda, F Khalifa, A Soliman… - 2021 IEEE 18th …, 2021 - ieeexplore.ieee.org
In this paper, a computer-aided diagnostic (CAD) system is developed using a
multiparametric magnetic resonance imaging (MPMRI)(T2-MRI and DW-MRI) to differentiate …

A CNN-based framework for bladder wall segmentation using MRI

K Hammouda, F Khalifa, A Soliman… - … on Advances in …, 2019 - ieeexplore.ieee.org
Accurate segmentation of the bladder wall is of great importance for any computer-aided
diagnostic system for bladder cancer (BC) detection and diagnosis. In this paper, a deep …

Prostate cancer detection using histopathology image analysis

SM Ayyad, M Shehata, A Shalaby… - … in Cancer Diagnosis …, 2022 - iopscience.iop.org
Prostate cancer detection using histopathology image analysis - Book chapter - IOPscience
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A Radiomic Features–Based Pipeline for Accurate Bladder Cancer Staging

K Hammouda, F Khalifa, A Soliman… - Handbook of Texture …, 2024 - taylorfrancis.com
The bladder cancer (BC) staging is considered the primary factor for determining the manner
of the BC treatments, and early diagnosis for BC staging is vital to stop the advancing of BC …