42 citations · 137 across the 12 of their papers we have counts for
5 papers · 1 filter
Bidirectional Brain Image Translation using Transfer Learning from Generic Pre-trained Models
Fatima Haimour, Rizik Al-Sayyed, Waleed Mahafza +1
Brain imaging plays a crucial role in the diagnosis and treatment of various neurological disorders, providing valuable insights into the structure and function of the brain. Techn…
Comparative Analysis of Hand-Crafted and Machine-Driven Histopathological Features for Prostate Cancer Classification and Segmentation
Feda Bolus Al Baqain, Omar Sultan Al-Kadi
Histopathological image analysis is a reliable method for prostate cancer identification. In this paper, we present a comparative analysis of two approaches for segmenting glandula…
Spatio-Temporal Segmentation in 3D Echocardiographic Sequences using Fractional Brownian Motion
Omar S. Al-Kadi
An important aspect for an improved cardiac functional analysis is the accurate segmentation of the left ventricle (LV). A novel approach for fully-automated segmentation of the LV…
Heterogeneous tissue characterization using ultrasound: a comparison of fractal analysis backscatter models on liver tumors
Omar S. Al-Kadi, Daniel Y. F. Chung, Constantin C. Coussios +1
Assessing tumor tissue heterogeneity via ultrasound has recently been suggested for predicting early response to treatment. The ultrasound backscattering characteristics can assist…
Multiscale Nakagami parametric imaging for improved liver tumor localization
Omar S. Al-Kadi
Effective ultrasound tissue characterization is usually hindered by complex tissue structures. The interlacing of speckle patterns complicates the correct estimation of backscatter…