Brain tumor detection from MRI images with using proposed deep learning model: the partial correlation-based channel selection

Atınç YILMAZ

Deep hyperparameter transfer learning for diabetic retinopathy classification

Satyadhyan CHICKERUR, Mahesh S PATIL, Yeshwanth Kumar VS, Vijayalakshmi A BAKALE, Shantala GIRADDI, Vivekanand C ROODAGI, Yashaswini N KULKARNI

Leukocyte classification based on feature selection using extra trees classifier: a transfer learning approach

Diana BABY, Jude HEMANTH, Anishin Raj MM, Sujitha Juliet DEVARAJ

Malignant skin melanoma detection using image augmentation by oversampling in nonlinear lower-dimensional embedding manifold

Olusola Oluwakemi ABAYOMI-ALLI, Robertas DAMAŠEVIČIUS, Sanjay MISRA, Rytis MASKELIŪNAS, Adebayo ABAYOMI-ALLI

Attention augmented residual network for tomato disease detection and classification

KUMIE Gedamu, Getinet YILMA, Seid BELAY, Maregu ASSEFA, Melese AYALEW, Ariyo OLUWASANMI, Zhiguang QIN

A transfer learning-based deep learning approach for automated COVID-19 diagnosis with audio data

Arafat ŞENTÜRK, Zehra KARAPINAR ŞENTÜRK, Enver KÜÇÜKKÜLAHLI, Abdullah Talha KABAKUŞ, Devrim AKGÜN

Classification of P300 based brain computer interface systems using long short-term memory (LSTM) neural networks with feature fusion

Ali Osman SELVİ, Abdullah FERİKOĞLU, Derya GÜZEL ERDOĞAN

A deep transfer learning based model for automatic detection of COVID-19 from chest X-rays

Prateek CHHIKARA, Prakhar GUPTA, Prabhjot SINGH, Tarunpreet BHATIA

Evolution of histopathological breast cancer images classification using stochastic dilated residual ghost model

Ramgopal Kashyap

MRI based genomic analysis of glioma using three pathway deep convolutional neural network for IDH classification

Sonal GORE, Jayant JAGTAP

Detection of amyotrophic lateral sclerosis disease by variational mode decomposition and convolution neural network methods from event-related potential signals

Ramis İLERİ, Fırat ORHANBULUCU, Fatma LATİFOĞLU

Improved cell segmentation using deep learning in label-free optical microscopy images

Devrim ÜNAY, Özden YALÇIN ÖZUYSAL, Devrim PESEN OKVUR, Behçet Uğur TÖREYİN, Aydin AYANZADEH, Sevgi ÖNAL

New normal: cooperative paradigm for COVID-19 timely detection and containment using Internet of things and deep learning

FAROOQUE HASSAN KUMBHAR, SYED ALİ HASSAN, SOO YOUNG SHİN

Diagnosis of paroxysmal atrial fibrillation from thirty-minute heart rate variability data using convolutional neural networks

Resul KARA, Murat SURUCU, Yalcin ISLER

Medical image fusion with convolutional neural network in multiscale transform domain

Hasan Erdinç KOÇER, Nurdan AKHAN BAYKAN, Asan Ihsan ABAS

A hybrid convolutional neural network approach for feature selection and disease classification

Prajna Paramita DEBETA, Puspanjali MOHAPATRA

Benchmarking of deep learning algorithms for skin cancer detection based on a hybrid framework of entropy and VIKOR techniques

Baidaa AL-BANDER, Rwayda KH. S.AL-HAMD, Qahtan M. YAS, Hussain MAHDI

Attention-based end-to-end CNN framework for content-based X-ray image retrieval

Adi ALHUDHAİF, Kemal POLAT, Şaban ÖZTÜRK

Employing deep learning architectures for image-based automatic cataract diagnosis

Ömer TÜRK, Erdoğan ALDEMİR, Ömer Faruk ERTUĞRUL, Emrullah ACAR

Deep learning-based COVID-19 detection system using pulmonary CT scans

Preeti SHARMA, Deepika KOUNDAL, Rumi Iqbal DOEWES, Rajit NAIR, Adi ALHUDHAIF