Deep Xi: A deep learning approach to a priori SNR estimation implemented in TensorFlow 2/Keras. For speech enhancement and robust ASR.

VGAResNet: A Unified Visibility Graph Adjacency Matrix-Based Residual Network for Chronic Obstructive Pulmonary Disease Detection Using Lung Sounds

Evaluating the impact of training set's image quality on generalisation and robustness abilities of CNNs.

Built an AI-powered skin cancer detection system in MATLAB combining image enhancement, segmentation. • Implemented Particle Swarm Optimization (PSO) for contrast enhancement, improving diagnostic accuracy. • Trained and validated CNN-based models (ResNet50) on dermatology datasets for reliable classification. • Enhanced model performance with prep

Fine-Tune Pretrained Image Classification Models in MATLAB