Three ResNet Deep Learning Architectures Applied in Pulmonary Pathologies Classification. - Zakaria Neili; Mohamed Fezari; Abdelghani Redjati; Kenneth Sundaraj (AI-CSP, 2021)

VGG16, ResNet-50, and GoogLeNet Deep Learning Architecture for Breathing Sound Classification: A Comparative Study. - Zakaria Neili; Mohamed Fezari; Abdelghani Redjati; Kenneth Sundaraj (AI-CSP, 2021)

Gammatonegram based Pulmonary Pathologies Classification using Convolutional Neural Networks. - Zakaria Neili; Kenneth Sundaraj (SSD, 2022)

VGG16-Based Deep Learning Architectures for Classification of Lung Sounds into Normal, Crackles, and Wheezes using Gammatonegrams. - Zakaria Neili; Kenneth Sundaraj (ICIT, 2023)

Leveraging CQT-VMD and pre-trained AlexNet architecture for accurate pulmonary disease classification from lung sound signals. - Zakaria Neili; Kenneth Sundaraj (Appl. Intell., 2025)