Yazar "Rokne, Jon" için listeleme
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Approaches for early detection of glaucoma using retinal images: A performance analysis
Sarhan, Abdullah; Rokne, Jon; Alhajj, Reda (Springer Science and Business Media Deutschland GmbH, 2020)Sight is one of the most important senses for humans, as it allows them to see and explore their surroundings. Multiple ocular diseases damaging sight have been detected over the years such as glaucoma and diabetic ... -
Brain tumor detection and segmentation: Interactive framework with a visual interface and feedback facility for dynamically improved accuracy and trust
Sailunaz, Kashfia; Beştepe, Deniz; Alhajj, Sleiman; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Public Library of Science, 2023)Brain cancers caused by malignant brain tumors are one of the most fatal cancer types with a low survival rate mostly due to the difficulties in early detection. Medical professionals therefore use various invasive and ... -
Convex hull in brain tumor segmentation
Sailunaz, Kashfia; Beştepe, Deniz; Alhajj, Sleiman; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Springer Science and Business Media Deutschland GmbH, 2022)Tumors are the second leading cause of death. Among the tumors, brain tumors constitute one of the most complex tumor categories with a high mortality rate. Therefore, brain tumor detection and segmentation from non-invasive ... -
Creating a learning profile by using face and emotion recognition
The aim of this work is to employ face recognition for creating learning profiles of the analysed persons who are students in this study. Generating education profiles will help experts in the diagnosis of Attention Deficit ... -
An efficient approach to predict eye diseases from symptoms using machine learning and ranker-based feature selection methods
Marouf, Ahmed Al; Mottalib, Md Mozaharul; Alhajj, Reda; Rokne, Jon; Jafarullah, Omar (MDPI, 2023)The eye is generally considered to be the most important sensory organ of humans. Diseases and other degenerative conditions of the eye are therefore of great concern as they affect the function of this vital organ. With ... -
Glaucoma detection using image processing techniques: A literature review
Sarhan, Abdullah; Rokne, Jon; Alhajj, Reda (Elsevier, 2019)The term glaucoma refers to a group of heterogeneous diseases that cause the degeneration of retinal ganglion cells (RGCs). The degeneration of RGCs leads to two main issues: (i) structural changes to the optic nerve head ... -
Human behavior modeling for simulating evacuation of buildings during emergencies
Şahin, Coşkun; Rokne, Jon; Alhajj, Reda (Elsevier, 2019)Every year, a considerably large number of disasters occur as a result of natural events or human faults. In order to decrease the damage and casualties associated with each disaster, it is crucial to get prepared for these ... -
Interactive framework for Covid-19 detection and segmentation with feedback facility for dynamically improved accuracy and trust
Sailunaz, Kashfia; Beştepe, Deniz; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Public Library of Science, 2022)Due to the severity and speed of spread of the ongoing Covid-19 pandemic, fast but accurate diagnosis of Covid-19 patients has become a crucial task. Achievements in this respect might enlighten future efforts for the ... -
Investigating the roles of micrornas / lncrnas in characterizing breast cancer subtypes and prognosis
Pek, Reyhan Zeynep; Zavalsız, Muhammed Talha; Serdar, Melis; Alhajj, Lama; Alhajj, Sleiman; Sailunaz, Kashfia; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (2023)Molecular subtyping is a method of separating tumor clusters in a cancer type with common features according to molecular data and classification models. Genome datasets are taken from many different people and some genetic ... -
KoExPubMed: A tool for effective and customized knowledge extraction from PubMed
Sailunaz, Kashfia; Jurca, Gabi; Beştepe, Deniz; Karatay, Büşra; Alhajj, Lama; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (2023)An exponential growth in the literature in general and the medical literature in particular raises a need for effective intelligent analysis strategies and tools to provide valuable insights to researchers about the current ... -
NetDriller-V3: A powerful social network analysis tool
Afra, Salim; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2023)The development in technology has led to the generation of huge amounts of data from various sources, including biological data, social networking data, etc. Accordingly, social network analysis has received considerable ... -
A survey of machine learning-based methods for COVID-19 medical image analysis
Sailunaz, Kashfia; Özyer, Tansel; Rokne, Jon; Alhajj, Reda (Springer Science and Business Media Deutschland GmbH, 2023)The ongoing COVID-19 pandemic caused by the SARS-CoV-2 virus has already resulted in 6.6 million deaths with more than 637 million people infected after only 30 months since the first occurrences of the disease in December ...