A Scoping Review of Artificial Intelligence Detection of Voice Pathology: Challenges and Opportunities
GS Liu, N Jovanovic, CK Sung… - … –Head and Neck …, 2024 - Wiley Online Library
Objective Survey the current literature on artificial intelligence (AI) applications for detecting
and classifying vocal pathology using voice recordings, and identify challenges and …
and classifying vocal pathology using voice recordings, and identify challenges and …
The Use of Deep Learning Software in the Detection of Voice Disorders: A Systematic Review
J Barlow, Z Sragi, G Rivera‐Rivera… - … –Head and Neck …, 2024 - Wiley Online Library
Objective To summarize the use of deep learning in the detection of voice disorders using
acoustic and laryngoscopic input, compare specific neural networks in terms of accuracy …
acoustic and laryngoscopic input, compare specific neural networks in terms of accuracy …
Development of a machine-learning based voice disorder screening tool
J Reid, P Parmar, T Lund, DK Aalto… - American Journal of …, 2022 - Elsevier
Objective Early recognition and referral are crucial for voice disorder management. Limited
availability of subspecialists, poor primary care awareness, and the need for specialized …
availability of subspecialists, poor primary care awareness, and the need for specialized …
[HTML][HTML] The effectiveness of supervised machine learning in screening and diagnosing voice disorders: systematic review and meta-analysis
Background When investigating voice disorders a series of processes are used when
including voice screening and diagnosis. Both methods have limited standardized tests …
including voice screening and diagnosis. Both methods have limited standardized tests …
AI Detection of Glottic Neoplasm Using Voice Signals, Demographics, and Structured Medical Records
Objective This study investigated whether artificial intelligence (AI) models combining voice
signals, demographics, and structured medical records can detect glottic neoplasm from …
signals, demographics, and structured medical records can detect glottic neoplasm from …
Developing an artificial intelligence tool to predict vocal cord pathology in primary care settings
EC Compton, T Cruz, M Andreassen… - The …, 2023 - Wiley Online Library
Objectives Diagnostic tools for voice disorders are lacking for primary care physicians.
Artificial intelligence (AI) tools may add to the armamentarium for physicians, decreasing the …
Artificial intelligence (AI) tools may add to the armamentarium for physicians, decreasing the …
Classification of laryngeal diseases including laryngeal cancer, benign mucosal disease, and vocal cord paralysis by artificial intelligence using voice analysis
HB Kim, J Song, S Park, YO Lee - Scientific Reports, 2024 - nature.com
Voice change is often the first sign of laryngeal cancer, leading to diagnosis through hospital
laryngoscopy. Screening for laryngeal cancer solely based on voice could enhance early …
laryngoscopy. Screening for laryngeal cancer solely based on voice could enhance early …
The role of data analytics in the assessment of pathological speech—A critical appraisal
P Gómez-Vilda, A Gómez-Rodellar… - Applied Sciences, 2022 - mdpi.com
Pathological voice characterization has received increasing attention over the last 20 years.
Hundreds of studies have been published showing inventive approaches with very …
Hundreds of studies have been published showing inventive approaches with very …
Voice disorder recognition using machine learning: a scoping review protocol
Introduction Over the past decade, several machine learning (ML) algorithms have been
investigated to assess their efficacy in detecting voice disorders. Literature indicates that ML …
investigated to assess their efficacy in detecting voice disorders. Literature indicates that ML …
[HTML][HTML] Applied machine learning techniques to diagnose voice-affecting conditions and disorders: Systematic literature review
Background Normal voice production depends on the synchronized cooperation of multiple
physiological systems, which makes the voice sensitive to changes. Any systematic …
physiological systems, which makes the voice sensitive to changes. Any systematic …