S. Jayalakshmy

Scalogram based prediction model for respiratory disorders using optimized convolutional neural networks

S. Jayalakshmy, Gnanou Florence Sudha · Artificial Intelligence in Medicine · 2020 · 84 citations

Asthma, Prediction Model, Engineering +11

Conditional GAN based augmentation for predictive modeling of respiratory signals

S. Jayalakshmy, Gnanou Florence Sudha · Computers in Biology and Medicine · 2021 · 29 citations · Full text

Data Augmentation, Image Analysis, Machine Learning +10

GTCC-based BiLSTM deep-learning framework for respiratory sound classification using empirical mode decomposition

S. Jayalakshmy, Gnanou Florence Sudha · Neural Computing and Applications · 2021 · 27 citations

Audio Mining, Engineering, Machine Learning +11

Scattering convolutional network based predictive model for cognitive activity of brain using empirical wavelet decomposition

Lakshmi Priya B., S. Jayalakshmy, Jayanthi K. Pragatheeswaran et al. · Biomedical Signal Processing and Control · 2021 · 20 citations

Cognitive Science, Computational Neuroscience, Eeg Signal Processing +13

CNN based Categorization of respiratory sounds using spectral descriptors

S. Jayalakshmy, B. Lakshmi Priya, N Kavya · 2020 · 11 citations

Convolutional Neural Network, Engineering, Machine Learning +16