Zakaria Neili

Three ResNet Deep Learning Architectures Applied in Pulmonary Pathologies Classification

Zakaria Neili, Mohamed Fezari, Abdelghani Redjati et al. · 2021 · 36 citations

VGG16, ResNet-50, and GoogLeNet Deep Learning Architecture for Breathing Sound Classification: A Comparative Study

Zakaria Neili, Mohamed Fezari, Abdelghani Redjati et al. · 2021 · 32 citations

Convolutional Neural Network, Engineering, Machine Learning +19

ELM and K-nn machine learning in classification of breath sounds signals

Zakaria Neili, Mohamed Fezari, Abdelghani Redjati · International Journal of Power Electronics and Drive Systems/International Journal of Electrical and Computer Engineering · 2020 · 19 citations · Full text

Engineering, Machine Learning, Biometrics +23

A comparative study of the spectrogram, scalogram, melspectrogram and gammatonegram time-frequency representations for the classification of lung sounds using the ICBHI database based on CNNs

Zakaria Neili, Kenneth Sundaraj · Biomedizinische Technik/Biomedical Engineering · 2022 · 19 citations

Convolutional Neural Network, Engineering, Machine Learning +22

Analysis of Acoustic Parameters from Respiratory Signal in COPD and Pneumonia patients

Zakaria Neili, Mohamed Fezari, REDJATI Abdeghani · 2018 · 13 citations

Praat Software V6.0.43, Engineering, Healthy Subjects +15