Yazar "Alhajj, Reda S." için listeleme
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Identifying side effects of commonly used drugs in the treatment of Covid 19
Aygün, İrfan; Kaya, Mehmet; Alhajj, Reda S. (Nature Research, 2020)To increase the success in Covid 19 treatment, many drug suggestions are presented, and some clinical studies are shared in the literature. There have been some attempts to use some of these drugs in combination. However, ... -
SNF-NN: Computational method to predict drug-disease interactions using similarity network fusion and neural networks
Jarada, Tamer N.; Rokne, Jon G.; Alhajj, Reda S. (BioMed Central Ltd., 2021)Background: Drug repositioning is an emerging approach in pharmaceutical research for identifying novel therapeutic potentials for approved drugs and discover therapies for untreated diseases. Due to its time and cost ... -
Utilizing transfer learning and a customized loss function for optic disc segmentation from retinal images
Sarhan, Abdullah; Al-Khaz’Aly, Ali; Gorner, Adam; Swift, Andrew J.; Rokne, Jon G.; Alhajj, Reda S.; Crichton, Andrew C.S. (Springer Science and Business Media Deutschland GmbH, 2021)Accurate segmentation of the optic disc from a retinal image is vital to extracting retinal features that may be highly correlated with retinal conditions such as glaucoma. In this paper, we propose a deep-learning based ...