Medindia

AI Uses Snoring Sounds to Identify Airway Obstruction

AI analysis of snoring sounds may help identify the source of upper airway obstruction and support non-invasive sleep ...
News-Medical.Net

AI model identifies where snoring starts in the airway

A new study developed a snore-source classification model that uses STFT spectrograms, pretrained CNN features, and an L2-regularized SVM to identify where snoring originates in the upper airway.
Federal Register

Medical Devices; General Hospital and Personal Use Devices; Classification of the Infant Supine Sleep System

This site displays a prototype of a “Web 2.0” version of the daily Federal Register. It is not an official legal edition of the Federal Register, and does not replace the official print version or the ...
Federal Register

Medical Devices; General Hospital and Personal Use Devices; Classification of the Foam or Gel Chemical Sterilant/High Level Disinfectant

This site displays a prototype of a “Web 2.0” version of the daily Federal Register. It is not an official legal edition of the Federal Register, and does not replace the official print version or the ...
IEEE

Multi-Class Wood Surface Defect Classification using Transfer Learning and CNN-SVM Model

Abstract: The automated identification of wood surface defects is crucial for maintaining product quality and maximizing resource efficiency in the timber industry. Yet, conventional deep learning ...
IEEE

FASTEN: Fuzzy Neural Support Vector Machine for Classification

Abstract: Classification tasks have long been a central concern in the field of machine learning. Although deep neural network-based approaches offer a novel, versatile, and highly precise solution ...