1. How to submit my research paper? What’s the process of publication of my paper?
The journal receives submitted manuscripts via email only. Please submit your research paper in .doc or.pdf format to the submission email: ijpmbs@ejournal.net.
You’ll be given a paper number if your submission is successful. Your paper then will undergo peer review process, which may take approximately one and a half months under normal circumstances, three tops.
After blind peer review, you will receive the notification letter with the review result of your paper...
2. Can I submit an abstract?
The journal publishes full research papers.[Read More]
 

Diffusion-Weighted MRI Based System for the Early Detection of Prostate Cancer

Ruba H. Alkadi 1, Fatma Taher 1, Naoufel Werghi 1, Ahmed Shalaby 2, and Ayman Elbaz 2
1. Khalifa University of Science and Technology, Abu Dhabi, UAE
2. University of Louisville, Louisville, KY, USA
Abstract—Prostate cancer is the second most diagnosed cancer in men. In this paper, we propose a diffusionweighted MRI based computer-aided detection system for the early detection of prostate cancer. The proposed system calculates seven apparent diffusion coefficients (ADC) for each subject based on the b values at which the scans are acquired. The 3D maps are then represented in a lower dimensional space using a data-driven approach. The reduced maps are fed into seven independent artificial neural networks, each corresponding to the b value at which the ADC maps are calculated. The final decision of malignancy is obtained by aggregating the outputs of all learners in a score-fusion scheme. Essentially, this pipeline is expected to reveal discriminative 3D patterns relevant to subject malignancy. Preliminary results show that the proposed system yields an accuracy of 100% in a leave-onepatient- out cross validation scheme, competing well with state of the art methods.
 
Index Terms—diffusion weighted MRI, computer-aided detection, prostate cancer, artificial neural networks
 
Cite:Ruba H. Alkadi, Fatma Taher, Naoufel Werghi, Ahmed Shalaby, and Ayman Elbaz"Diffusion-Weighted MRI Based System for the Early Detection of Prostate Cancer," International Journal of Pharma Medicine and Biological Sciences, Vol. 8, No. 1, pp. 7-11, January 2019. doi: 10.18178/ijpmbs.8.1.7-11
 
Copyright © 2012-2015 International Journal of Pharma Medicine and Biological Sciences, All Rights Reserved
E-mail: ijpmbs@ejournal.net