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Fatih Demir
Fatih Demir
在 firat.edu.tr 的电子邮件经过验证
标题
引用次数
引用次数
年份
Convolutional neural networks based efficient approach for classification of lung diseases
F Demir, A Sengur, V Bajaj
Health information science and systems 8 (1), 4, 2019
1882019
A new deep CNN model for environmental sound classification
F Demir, DA Abdullah, A Sengur
IEEE Access 8, 66529-66537, 2020
1172020
DeepCoroNet: A deep LSTM approach for automated detection of COVID-19 cases from chest X-ray images
F Demir
Applied soft computing 103, 107160, 2021
1142021
Classification of Lung Sounds With CNN Model Using Parallel Pooling Structure
F Demir, AM Ismael, A Sengur
IEEE Access 8, 105376-105383, 2020
1112020
A new pyramidal concatenated CNN approach for environmental sound classification
F Demir, M Turkoglu, M Aslan, A Sengur
Applied Acoustics 170, 107520, 2020
942020
Towards the classification of heart sounds based on convolutional deep neural network
F Demir, A Şengür, V Bajaj, K Polat
Health information science and systems 7, 1-9, 2019
812019
Exploring deep learning features for automatic classification of human emotion using EEG rhythms
F Demir, N Sobahi, S Siuly, A Sengur
IEEE Sensors Journal 21 (13), 14923-14930, 2021
792021
Surface EMG signals and deep transfer learning-based physical action classification
F Demir, V Bajaj, MC Ince, S Taran, A Şengür
Neural Computing and Applications 31, 8455-8462, 2019
742019
The effect of personal, familial, and environmental characteristics on acne vulgaris: a prospective, multicenter, case controlled study.
AS Karadağ, I Balta, H Saricaoğlu, S Kilic, KH Kelekçi, M Yildirim, ...
Giornale italiano di dermatologia e venereologia: organo ufficiale, Societa …, 2017
502017
Improving brain tumor classification performance with an effective approach based on new deep learning model named 3ACL from 3D MRI data
F Demir, Y Akbulut, B Taşcı, K Demir
Biomedical Signal Processing and Control 81, 104424, 2023
372023
Environmental sound classification using optimum allocation sampling based empirical mode decomposition
S Ahmad, S Agrawal, S Joshi, S Taran, V Bajaj, F Demir, A Sengur
Physica A: Statistical Mechanics and its Applications 537, 122613, 2020
372020
An effective and robust approach based on R-CNN+ LSTM model and NCAR feature selection for ophthalmological disease detection from fundus images
F Demir, B Taşcı
Journal of Personalized Medicine 11 (12), 1276, 2021
362021
Deep autoencoder-based automated brain tumor detection from MRI data
F Demir
Elsevier 1, 317-351, 2022
292022
DeepBreastNet: A novel and robust approach for automated breast cancer detection from histopathological images
F Demir
Biocybernetics and biomedical engineering 41 (3), 1123-1139, 2021
292021
Low level texture features for snore sound discrimination
F Demir, A Sengur, N Cummins, S Amiriparian, B Schuller
2018 40th Annual international conference of the IEEE engineering in …, 2018
252018
Automated steel surface defect detection and classification using a new deep learning-based approach
K Demir, M Ay, M Cavas, F Demir
Neural Computing and Applications 35 (11), 8389-8406, 2023
222023
Feature mapping and deep long short term memory network-based efficient approach for Parkinson’s disease diagnosis
F Demir, A Sengur, A Ari, K Siddique, M Alswaitti
IEEE Access 9, 149456-149464, 2021
202021
A simple and effective approach based on a multi-level feature selection for automated Parkinson’s disease detection
F Demir, K Siddique, M Alswaitti, K Demir, A Sengur
Journal of Personalized Medicine 12 (1), 55, 2022
182022
A new deep technique using R-CNN model and L1NSR feature selection for brain MRI classification
F Demir, Y Akbulut
Biomedical Signal Processing and Control 75, 103625, 2022
152022
DeepCov19Net: Automated COVID-19 Disease Detection with a Robust and Effective Technique Deep Learning Approach
F Demir, K Demir, A Şengür
New Generation Computing 40, 1053-1075, 2022
152022
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