Fatih Demir

Convolutional neural networks based efficient approach for classification of lung diseases

Fatih Demir, Abdulkadir Şengür, Varun Bajaj · Health Information Science and Systems · 2019 · 191 citations · Full text

A New Deep CNN Model for Environmental Sound Classification

Fatih Demir, Daban Abdulsalam Abdullah, Abdulkadir Şengür · IEEE Access · 2020 · 142 citations · Full text

Music, Convolutional Neural Network, Audio Mining +15

Classification of Lung Sounds With CNN Model Using Parallel Pooling Structure

Fatih Demir, Aras Masood Ismael, Abdulkadir Şengür · IEEE Access · 2020 · 141 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +22

A new pyramidal concatenated CNN approach for environmental sound classification

Fatih Demir, Muammer Türkoğlu, Muzaffer Aslan et al. · Applied Acoustics · 2020 · 123 citations

Music, Convolutional Neural Network, Engineering +10

DeepCoroNet: A deep LSTM approach for automated detection of COVID-19 cases from chest X-ray images

Fatih Demir · Applied Soft Computing · 2021 · 116 citations · Full text

Chest X-ray Images, Image Analysis, Machine Learning +14