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Turkish Journal of Electrical Engineering and Computer Sciences

Volume 29, Number SI-1 (2021)

Cover and Contents

Articles

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A hybrid convolutional neural network approach for feature selection anddisease classification
PRAJNA PARAMITA DEBATA and PUSPANJALI MOHAPATRA
Pages 2580-2599

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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

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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

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Employing deep learning architectures for image-based automatic cataractdiagnosis
EMRULLAH ACAR, ÖMER TÜRK, ÖMER FARUK ERTUĞRUL, and ERDOĞAN ALDEMİR
Pages 2649-2662

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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

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Attention-based end-to-end CNN framework for content-based X-ray imageretrieval
ŞABAN ÖZTÜRK, ADI ALHUDHAIF, and KEMAL POLAT
Pages 2680-2693

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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

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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

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Medical image fusion with convolutional neural network in multiscaletransform domain
ASAN ABAS, HASAN ERDİNÇ KOÇER, and NURDAN BAYKAN
Pages 2780-2794

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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

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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

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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

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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

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

Editorial Board