[HTML][HTML] Noninvasive Deep Learning Analysis for Smith–Magenis Syndrome Classification
E Núñez-Vidal, R Fernández-Ruiz… - Applied Sciences, 2024 - mdpi.com
Smith–Magenis syndrome (SMS) is a rare, underdiagnosed condition due to limited public
awareness of genetic testing and a lengthy diagnostic process. Voice analysis can be a …
awareness of genetic testing and a lengthy diagnostic process. Voice analysis can be a …
Game Theory Meets Statistical Mechanics in Deep Learning Design
D Bouchaffra, F Ykhlef, B Faye, H Azzag… - arXiv preprint arXiv …, 2024 - arxiv.org
We present a novel deep graphical representation that seamlessly merges principles of
game theory with laws of statistical mechanics. It performs feature extraction, dimensionality …
game theory with laws of statistical mechanics. It performs feature extraction, dimensionality …
Developing a Hyperkinetic Dysarthria Speech Classification System using Residual Learning
MH Antor, NA Khlebnikov… - 2024 IEEE 3rd …, 2024 - ieeexplore.ieee.org
Hyperkinetic dysarthria abnormalities are exceedingly widespread across the worldwide
populace. One of the most effective methodologies for disordered audio speech …
populace. One of the most effective methodologies for disordered audio speech …
Game Theory Meets Statistical Physics: A Novel Deep Neural Networks Design
We introduce a novel deep graphical representation that integrates game theory principles
with the laws of statistical physics, enabling feature extraction, and pattern classification …
with the laws of statistical physics, enabling feature extraction, and pattern classification …