Yazar "Sailunaz, Kashfia" için Bildiri Koleksiyonu listeleme
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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 ... -
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 ... -
A multi-modal emotion recognition system based on CNN-transformer deep learning technique
Karatay, Büşra; Beştepe, Deniz; Sailunaz, Kashfia; Özyer, Tansel; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2022)Emotion analysis is a subject that researchers from various fields have been working on for a long time. Different emotion detection methods have been developed for text, audio, photography, and video domains. Automated ... -
Pancreatic tumor detection by convolutional neural networks
Zavalsız, Muhammed Talha; Alhajj, Sleiman; Sailunaz, Kashfia; Özyer, Tansel; Alhajj, Reda (Institute of Electrical and Electronics Engineers Inc., 2022)Artificial Intelligence and its sub-branches like Machine Learning (ML) and Deep Learning (DL) applications have the potential to have positive effects that can directly affect human life. Medical imaging provides a way ...