Bioengineering, Free Full-Text

Por um escritor misterioso

Descrição

Perceptual and statistical evidence has highlighted voice characteristics of individuals affected by genetic syndromes that differ from those of normophonic subjects. In this paper, we propose a procedure for systematically collecting such pathological voices and developing AI-based automated tools to support differential diagnosis. Guidelines on the most appropriate recording devices, vocal tasks, and acoustical parameters are provided to simplify, speed up, and make the whole procedure homogeneous and reproducible. The proposed procedure was applied to a group of 56 subjects affected by Costello syndrome (CS), Down syndrome (DS), Noonan syndrome (NS), and Smith–Magenis syndrome (SMS). The entire database was divided into three groups: pediatric subjects (PS; individuals < 12 years of age), female adults (FA), and male adults (MA). In line with the literature results, the Kruskal–Wallis test and post hoc analysis with Dunn–Bonferroni test revealed several significant differences in the acoustical features not only between healthy subjects and patients but also between syndromes within the PS, FA, and MA groups. Machine learning provided a k-nearest-neighbor classifier with 86% accuracy for the PS group, a support vector machine (SVM) model with 77% accuracy for the FA group, and an SVM model with 84% accuracy for the MA group. These preliminary results suggest that the proposed method based on acoustical analysis and AI could be useful for an effective, non-invasive automatic characterization of genetic syndromes. In addition, clinicians could benefit in the case of genetic syndromes that are extremely rare or present multiple variants and facial phenotypes.
Bioengineering, Free Full-Text
Vastu Ppt Get File - Colaboratory
Bioengineering, Free Full-Text
Frontiers Tackling Current Biomedical Challenges With Frontier Biofabrication and Organ-On-A-Chip Technologies
Bioengineering, Free Full-Text
MS in Biomedical Engineering - USC Viterbi
Bioengineering, Free Full-Text
How To Advance Your Career As A Biomedical Engineer - The Quantic Blog
Bioengineering, Free Full-Text
Journal of Biomedical Engineering and Informatics
Bioengineering, Free Full-Text
Bioengineering composition Royalty Free Vector Image
Bioengineering, Free Full-Text
PDF) Implementation of cell-free biological networks at steady state
Bioengineering, Free Full-Text
Biomedical Engineer Cover Letter Example (Free Guide)
Bioengineering, Free Full-Text
Youk Shim Won Get File - Colaboratory
Bioengineering, Free Full-Text
Bioengineering Vector Icon Symbol. Creative Sign from Biotechnology Icons Collection. Filled Flat Bioengineering Icon Stock Vector - Illustration of equipment, genetic: 150660001
Bioengineering, Free Full-Text
Cambridge Texts in Biomedical Engineering
Bioengineering, Free Full-Text
Biomedical Engineering: Degree, Universities & Scope - Leverage Edu
de por adulto (o preço varia de acordo com o tamanho do grupo)