Publications by authors named "Jon Rokne"

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Integrating Multi-Omics and Medical Imaging in Artificial Intelligence-Based Cancer Research: An Umbrella Review of Fusion Strategies and Applications.
Ahmed Al Marouf, Jon George Rokne, Reda Alhajj

Cancers (Basel)· November 2025

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Eye-XAI: an explainable artificial intelligence approach for eye disease detection using symptom analysis.
Ahmed Al Marouf, Md Mozaharul Mottalib, Sadia Sobhana Ridi, Omar Jafarullah, Jon Rokne

BMC Med Inform Decis Mak· November 2025

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Identification of Potential Biomarkers in Prostate Cancer Microarray Gene Expression Leveraging Explainable Machine Learning Classifiers.
Ahmed Al Marouf, Jon George Rokne, Reda Alhajj

Cancers (Basel)· November 2025

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Automated lunar age detection through determining the day of the synodic month using convolutional neural networks.
Zaid Nissar, Falah Sheikh, Ahmed Al Marouf, Jon Rokne, Reda Alhajj

Sci Rep· October 2025

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Lightweight Deep Learning Models with Explainable AI for Early Alzheimer's Detection from Standard MRI Scans.
Falah Sheikh, Ahmed Al Marouf, Jon George Rokne, Reda Alhajj

Diagnostics (Basel)· October 2025

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Leveraging Machine Learning for Severity Level-Wise Biomarker Identification in Prostate Cancer Microarray Gene Expression Data.
Ahmed Al Marouf, Tarek A Bismar, Sunita Ghosh, Jon G Rokne, Reda Alhajj

Biomedicines· September 2025

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A systematic review of AI as a digital twin for prostate cancer care.
Annette John, Reda Alhajj, Jon Rokne

Comput Methods Programs Biomed· August 2025

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XSE-TomatoNet: An explainable AI based tomato leaf disease classification method using EfficientNetB0 with squeeze-and-excitation blocks and multi-scale feature fusion.
Md Assaduzzaman, Prayma Bishshash, Md Asraful Sharker Nirob, Ahmed Al Marouf, Jon G Rokne

MethodsX· June 2025

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BioLake: an RNA expression analysis framework for prostate cancer biomarker powered by data lakehouse.
Qiaowang Li, Yaser Gamallat, Jon George Rokne, Tarek A Bismar, Reda Alhajj

BMC Bioinformatics· February 2025

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Exploring The Prognostic Significance of SET-Domain Containing 2 (SETD2) Expression in Advanced and Castrate-Resistant Prostate Cancer.
Yaser Gamallat, Joema Felipe Lima, Sima Seyedi, Qiaowang Li, Jon George Rokne

Cancers (Basel)· April 2024

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A survey on brain tumor image analysis.
Kashfia Sailunaz, Sleiman Alhajj, Tansel Özyer, Jon Rokne, Reda Alhajj

Med Biol Eng Comput· January 2024

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Genomic Biomarker Discovery in Disease Progression and Therapy Response in Bladder Cancer Utilizing Machine Learning.
Konstantinos Christos Liosis, Ahmed Al Marouf, Jon G Rokne, Sunita Ghosh, Tarek A Bismar

Cancers (Basel)· September 2023

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A survey of machine learning-based methods for COVID-19 medical image analysis.
Kashfia Sailunaz, Tansel Özyer, Jon Rokne, Reda Alhajj

Med Biol Eng Comput· June 2023

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Serrate RNA Effector Molecule (SRRT) Is Associated with Prostate Cancer Progression and Is a Predictor of Poor Prognosis in Lethal Prostate Cancer.
Yaser Gamallat, Muhammad Choudhry, Qiaowang Li, Jon George Rokne, Reda Alhajj

Cancers (Basel)· May 2023

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Brain tumor detection and segmentation: Interactive framework with a visual interface and feedback facility for dynamically improved accuracy and trust.
Kashfia Sailunaz, Deniz Bestepe, Sleiman Alhajj, Tansel Özyer, Jon Rokne

PLoS One· April 2023

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Interactive framework for Covid-19 detection and segmentation with feedback facility for dynamically improved accuracy and trust.
Kashfia Sailunaz, Deniz Bestepe, Tansel Özyer, Jon Rokne, Reda Alhajj

PLoS One· December 2022

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An Efficient Approach to Predict Eye Diseases from Symptoms Using Machine Learning and Ranker-Based Feature Selection Methods.
Ahmed Al Marouf, Md Mozaharul Mottalib, Reda Alhajj, Jon Rokne, Omar Jafarullah

Bioengineering (Basel)· December 2022

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Utilizing a responsive web portal for studying disc tracing agreement in retinal images.
Abdullah Sarhan, Andrew Swift, Adam Gorner, Jon Rokne, Reda Alhajj

PLoS One· October 2021

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SNF-NN: computational method to predict drug-disease interactions using similarity network fusion and neural networks.
Tamer N Jarada, Jon G Rokne, Reda Alhajj

BMC Bioinformatics· January 2021

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A review of computational drug repositioning: strategies, approaches, opportunities, challenges, and directions.
Tamer N Jarada, Jon G Rokne, Reda Alhajj

J Cheminform· July 2020

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Glaucoma detection using image processing techniques: A literature review.
Abdullah Sarhan, Jon Rokne, Reda Alhajj

Comput Med Imaging Graph· December 2019

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Multi-scale modularity and motif distributional effect in metabolic networks.
Shang Gao, Alan Chen, Ali Rahmani, Jia Zeng, Mehmet Tan, Jon Rokne

Curr Protein Pept Sci· September 2016

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Sensors for Entertainment.
Fabrizio Lamberti, Andrea Sanna, Jon Rokne

Sensors (Basel)· July 2016

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Integrating machine learning techniques into robust data enrichment approach and its application to gene expression data.
Utku Erdoğdu, Mehmet Tan, Reda Alhajj, Faruk Polat, Jon Rokne

Int J Data Min Bioinform· February 2014

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Propagation of SH waves in functionally gradient electromagnetoelastic half-space.
Brij Mohan Singh, Jon Rokne

IEEE Trans Ultrason Ferroelectr Freq Control· October 2013

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