Publications

COVID-19 Detection Based on Deep Learning Feature Extraction and AdaBoost Ensemble Classifier

AS Mubarak, S Serte, ZS Ameen, C Altrjman, F Al-Turjman,

Artificial Intelligence of Health-Enabled Spaces, 47-61, 2023

2023

Deep learning-based feature extraction coupled with multi class SVM for COVID-19 detection in the IoT era

MA Saleh, S Serte, F Al-Turjman, RA Abdulkadir, ZS Ameen, M Ozsoz

International Journal of Nanotechnology 20 (1-4), 7-24

2023

Deep learning in clinically significant prostate cancer classification via biparametric MRI sequences

William Olurotimi Falana, Ali Serener and Sertan Serte

3rd International Conference on Emerging Smart Technologies and Applications (eSmarTA)2023

2023

Computer aided detection of tuberculosis using two classifiers

AU Ibrahim, F Al-Turjman, M Ozsoz, S Serte.

Biomedical Engineering/Biomedizinische Technik, 2022

2022

Deep Learning Models for COVID-19 Detection

S Serte, MA Dirik, F Al-Turjman

Sustainability, 14,(10), 5820, 3, 2022

2022

Patient gender identity information in Covid-19 severity detection on 3D chest CT scans via deep learning,

F William, A Serener, S Serte,

International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2022

2022

Unsupervised Classification of Covid-19 using Chest X-rays with Convolutional Autoencoder

AS Mubarak, S Serte, ZS Ameen, C Altrjman, F Al-Turjman,

International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA), 2022

2022

Convolutional neural networks for the classification of chest X-rays in the IoT era

K Almezhghwi, S Serte, F Al-Turjman.

Multimedia Tools and Applications,80 (19), 29051-29065, 2021

2021

C-SVR Crispr: Prediction of CRISPR/Cas12 guideRNA activity using deep learning models

ZS Ameen, M Ozsoz, AS Mubarak, F Al Turjman, S Serte,

Alexandria Engineering Journal,60 (4), 3501-3508 2021

2021

COVID-19 Detection Based on Deep Learning Feature Extraction and AdaBoost Ensemble Classifier

Automated detection of Mycobacterium tuberculosis using transfer learning

The Journal of Infection in Developing Countries, 2021

2021

Deep learning for diagnosis of COVID-19 using 3D CT scans

S Serte, H Demirel

Computers in biology and medicine, 2021

2021

Pneumonia Classification Using Deep Learning from Chest X-ray Images During COVID-19,

AU Ibrahim, M Ozsoz, S Serte, F Al-Turjman, PS Yakoi,

Cognitive Computation, 2021

2021

Local binary pattern and deep learning feature extraction fusion for COVID‐19 detection on computed tomography images

AS Mubarak, S Serte, F Al‐Turjman, ZS Ameen, M Ozsoz

Expert Systems, 2021

2021

Deep learning-based feature extraction coupled with multi-class SVM for COVID-19 detection in the IoT era

Ozsoz, A Mubarak, Z Said, R Aliyu, F Al Turjman

International Journal of Nanotechnology, 2021

2021

Convolutional neural network for diagnosis of viral pneumonia and COVID‐19 alike diseases

A Umar Ibrahim, M Ozsoz, S Serte, F Al‐Turjman, S Habeeb Kolapo,

Expert Systems, 2021

2021

Graph-based saliency and ensembles of convolutional neural networks for glaucoma detection,

S Serte, A Serener

IET Image Processing

2021

Effect of multimodal imaging on Covid-19 and lung cancer classification via deep learning,

F William, A Serener, S Serte,

International Symposium on Multidisciplinary Studies and Innovative, 2021

2021

Deep learning classification of Covid-19, pneumonia, and lung cancer on chest radiographs,

F William, A Serener, S Serte

International Symposium on Multidisciplinary Studies and Innovative, 2021

2021

Glaucoma classification via deep learning ensembles

S Serte, A Serener

IEEE INISTA, 2021

2021

Classification of COVID-19 and pleural effusion on chest radiographs using CNN fusion, IEEE INISTA, 2021

S Serte, A Serener,

IEEE INISTA, 2021

2021

COVID-19 Detection on CT Scans Using Local Binary Pattern and Deep Learning

S Serte, F Al‐Turjman,

International Summit Smart City 360°, 101-107, 2021

2021

From Traditional House Price Appraisal to Computer Vision-Based: A Survey,

N Naser, S Serte, F Al-Turjman,

Forthcoming Networks and Sustainability in the IoT Era, 2021

2021

Geographic variation and ethnicity in diabetic retinopathy detection via deep learning,

A Serener, S Serte

Turkish Journal of Electrical Engineering and Computer Science 28, 664-678 DOI:10.3906/elk-1902-131 , Impact Factor: 0.682

2020

Deep learning in medical imaging,A brief review,

S Serte, A Serener, F Al‐Turjman

Transactions on Emerging Telecommunications Technologies,e4080 DOI: 10.1002/ett.4080, Impact factor: 1.594

2020

Improved Classification of White Blood Cells with the Generative Adversarial Network and Deep Convolutional

K Almezhghwi, S Serte

Neural Network, Computational Intelligence and Neuroscience DOI: 10.1155/2020/6490479 Impact Factor: 2.284

2020

Graph-based saliency and ensembles of convolutional neural networks for glaucoma detection,

S Serte, A Serener

IET Image Processing, DOI: 10.1049/ipr2.12063, Impact Factor : 1.995

2020

Early pleural effusion detection from respiratory diseases including COVID-19 via deep learning,

S Serte, A Serener,(2020)

Medical Technologies Congress (TIPTEKNO), DOI: 10.1109/TIPTEKNO50054.2020.9299300

2020

Deep learning to distinguish COVID-19 from other lung infections, pleural diseases, and lung tumors,

S Serte, A Serener, (2020)

Medical Technologies Congress (TIPTEKNO), DOI: 10.1109/TIPTEKNO50054.2020.9299215

2020

Deep learning for mycoplasma pneumonia discrimination from pneumonias like COVID-19,

A Serener, S Serte

International Symposium on Multidisciplinary Studies and Innovative Technologies, DOI: 10.1109/ISMSIT50672.2020.9254561

2020

Discerning COVID-19 from mycoplasma and viral pneumonia on CT images via deep learning,

S Serte, A Serener

International Symposium on Multidisciplinary Studies and Innovative Technologies, DOI: 10.1109/ISMSIT50672.2020.9254561

2020

From Traditional House Price Appraisal to Computer Vision-Based: A survey

N Naser, S Serte, A Serener, F Al‐Turjman

International Conference on Forthcoming Networks and Sustainability in the IoT Era

2020

Covid-19 Detection on CT Scans using Local Binary Pattern and Deep Learning,

S Serte, A Serener, F Al‐Turjman,

International Conference on AI-assisted Solutions for COVID-19 and Biomedical Applications in Smart-Cities

2020

Gabor wavelet-based deep learning for skin lesion classification,

S Serte, H Demirel, (2019).

Computers in biology and medicine 113, 103423 doi = 10.1016/j.compbiomed.2019.103423, Impact Factor: 3.434

2019

Wavelet-Based Deep Learning for Skin Lesion Classification,

S Serte, H Demirel,(2019).

IET Image Processing doi: 10.1049/iet-ipr.2019.0553, Impact Factor: 1.995

2019

Transfer Learning for Early and Advanced Glaucoma Detection with Convolutional Neural Networks,

A Serener, S Serte, (2019).

Medical Technologies Congress (TIPTEKNO) DOI: 10.1109/TIPTEKNO.2019.8894965

2019

A Generalized Deep Learning Model for Glaucoma Detection,

S Serte, A Serener, (2019).

International Symposium on Multidisciplinary Studies and Innovative Technologies 10.1109/ISMSIT.2019.8932753

2019

Keratinocyte Carcinoma Detection via Convolutional Neural Networks,

A Serener, S Serte, (2019).

International Symposium on Multidisciplinary Studies and Innovative Technologies, DOI=10.1109/ISMSIT.2019.8932828

2019

Dry and Wet Age-Related Macular Degeneration Classification using OCT Images and Deep Learning,

A Serener, S Serte, (2019).

Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT), DOI: 10.1109/EBBT.2019.8741768

2019