Turkish Journal of Electrical Engineering and Computer Sciences
Volume 29, Number SI-1 (2021)
Cover and Contents
Articles
A hybrid convolutional neural network approach for feature selection anddisease classification
PRAJNA PARAMITA DEBATA and PUSPANJALI MOHAPATRA
Pages 2580-2599
Malignant skin melanoma detection using image augmentation by oversamplingin nonlinear lower-dimensional embedding manifold
Olusola Oluwakemi Abayomi-Alli, ROBERTAS DAMASEVICIUS, SANJAY MISRA, RYTIS MASKELIUNAS, and Adebayo Abayomi-Alli
Pages 2600-2614
Brain tumor detection from MRI images with using proposed deep learningmodel: the partial correlation-based channel selection
ATINÇ YILMAZ
Pages 2615-2633
Benchmarking of deep learning algorithms for skin cancer detection based on ahybrid framework of entropy and VIKOR techniques
BAIDAA AL-BANDER, QAHTAN M. YAS, HUSSAIN MAHDI, and RWAYDA KH. S. AL-HAMD
Pages 2634-2648
Employing deep learning architectures for image-based automatic cataractdiagnosis
EMRULLAH ACAR, ÖMER TÜRK, ÖMER FARUK ERTUĞRUL, and ERDOĞAN ALDEMİR
Pages 2649-2662
A deep transfer learning based model for automatic detection of COVID-19from chest X-rays
PRATEEK CHHIKARA, PRAKHAR GUPTA, PRABHJOT SINGH, and TARUNPREET BHATIA
Pages 2663-2679
Attention-based end-to-end CNN framework for content-based X-ray imageretrieval
ŞABAN ÖZTÜRK, ADI ALHUDHAIF, and KEMAL POLAT
Pages 2680-2693
Classification of P300 based brain computer interface systems using longshort-term memory (LSTM) neural networks with feature fusion
ALİ OSMAN SELVİ, ABDULLAH FERİKOĞLU, and DERYA GÜZEL
Pages 2694-2715
Deep learning-based COVID-19 detection system using pulmonary CT scans
RAJIT NAIR, ADI ALHUDHAIF, DEEPIKA KOUNDAL, RUMI IQBAL DOEWES, and PREETI SHARMA
Pages 2716-2727
MRI based genomic analysis of glioma using three pathway deep convolutionalneural network for IDH classification
SONAL GORE and JAYANT JAGTAP
Pages 2728-2741
Leukocyte classification based on feature selection using extra trees classifier: atransfer learning approach
DIANA BABY, SUJITHA JULIET DEVARAJ, JUDE HEMANTH, and ANISHIN RAJ M M
Pages 2742-2757
Evolution of histopathological breast cancer images classification using stochasticdilated residual ghost model
RAMGOPAL KASHYAP
Pages 2758-2779
Medical image fusion with convolutional neural network in multiscaletransform domain
ASAN ABAS, HASAN ERDİNÇ KOÇER, and NURDAN BAYKAN
Pages 2780-2794
New normal: cooperative paradigm for COVID-19 timely detection andcontainment using Internet of things and deep learning
FAROOQUE HASSAN KUMBHAR, Ali Hassan Syed, and SOO YOUNG SHIN
Pages 2795-2806
A transfer learning-based deep learning approach for automated COVID-19diagnosis with audio data
DEVRİM AKGÜN, ABDULLAH TALHA KABAKUŞ, ZEHRA KARAPINAR ŞENTÜRK, ARAFAT ŞENTÜRK, and ENVER KÜÇÜKKÜLAHLI
Pages 2807-2823
Deep hyperparameter transfer learning for diabetic retinopathy classification
MAHESH PATIL, SATYADHYAN CHICKERUR, YESHWANTH KUMAR V S, VIJAYALAKSHMI BAKALE, SHANTALA GIRADDI, VIVEKANAND ROODAGI, and YASHASWINI KULKARNI
Pages 2824-2839
Detection of amyotrophic lateral sclerosis disease by variational modedecomposition and convolution neural network methods from event-relatedpotential signals
FATMA LATİFOĞLU, FIRAT ORHAN BULUCU, and RAMİS İLERİ
Pages 2840-2854
Improved cell segmentation using deep learning in label-free optical microscopyimages
AYDIN AYANZADEH, ÖZDEN YALÇIN ÖZUYSAL, DEVRİM PESEN OKVUR, SEVGİ ÖNAL, BEHÇET UĞUR TÖREYİN, and DEVRİM ÜNAY
Pages 2855-2868
Attention augmented residual network for tomato disease detection andclassification
GETINET YILMA ABAWATEW, SEID BELAY, KUMIE GEDAMU, MAREGU ASSEFA, MELESE AYALEW, ARIYO OLUWASANMI, and ZHIGUANG QIN
Pages 2869-2885
Diagnosis of paroxysmal atrial fibrillation from thirty-minute heart ratevariability data using convolutional neural networks
MURAT SÜRÜCÜ, YALÇIN İŞLER, and RESUL KARA
Pages 2886-2900
Editors
- Editor-in-Chief
- Prof. Dr. Muhammet UZUNTARLA Gebze Technical University
- Associate Editors-in-Chief
- Assoc. Prof. Dr. Ahmet Mete VURAL Gaziantep University
- Assoc. Prof. Dr. Sedat AKLEYLEK Ondokuz Mayıs University
- Joaquín J. TORRES-AGUDO University of Granada
