Secure and robust machine learning for healthcare: A survey

A Qayyum, J Qadir, M Bilal… - IEEE Reviews in …, 2020 - ieeexplore.ieee.org
Recent years have witnessed widespread adoption of machine learning (ML)/deep learning
(DL) techniques due to their superior performance for a variety of healthcare applications …

[KÖNYV][B] Higiene vocal: cuidando da voz

M Behlau, P Pontes, F Moreti - 2018 - books.google.com
Os autores, especialistas em voz e laringologia, oferecem um texto explicativo à
comunidade em geral e aos profissionais da voz, ressaltando a importância de cuidar da …

Using ambulatory voice monitoring to investigate common voice disorders: Research update

DD Mehta, JH Van Stan, M Zañartu… - … in bioengineering and …, 2015 - frontiersin.org
Many common voice disorders are chronic or recurring conditions that are likely to result
from inefficient and/or abusive patterns of vocal behavior, referred to as vocal hyperfunction …

Toward generalizable machine learning models in speech, language, and hearing sciences: Estimating sample size and reducing overfitting

H Ghasemzadeh, RE Hillman… - Journal of Speech …, 2024 - pubs.asha.org
Purpose: Many studies using machine learning (ML) in speech, language, and hearing
sciences rely upon cross-validations with single data splitting. This study's first purpose is to …

The relationship between acoustical and perceptual measures of vocal effort

VS McKenna, CE Stepp - The Journal of the Acoustical Society of …, 2018 - pubs.aip.org
Excessive vocal effort is a common clinical voice symptom, yet the acoustical manifestation
of vocal effort and how that is perceived by speakers and listeners has not been fully …

Differences in weeklong ambulatory vocal behavior between female patients with phonotraumatic lesions and matched controls

JH Van Stan, DD Mehta, AJ Ortiz, JA Burns… - Journal of Speech …, 2020 - pubs.asha.org
Purpose Previous work using ambulatory voice recordings has shown no differences in
average vocal behavior between patients with phonotraumatic vocal hyperfunction and …

Do-it-yourself voice dosimeter device: A tutorial and performance results

P Bottalico, CJ Nudelman - Journal of Speech, Language, and …, 2023 - pubs.asha.org
Purpose: Voice dosimeters gather voice production data in the daily lives of individuals with
voice disorders. Additionally, voice dosimeters aid in understanding the pathophysiology of …

Relationships between vocal function measures derived from an acoustic microphone and a subglottal neck-surface accelerometer

DD Mehta, JH Van Stan… - IEEE/ACM transactions on …, 2016 - ieeexplore.ieee.org
Monitoring subglottal neck-surface acceleration has received renewed attention due to the
ability of low-profile accelerometers to confidentially and noninvasively track properties …

Modeling the effects of a posterior glottal opening on vocal fold dynamics with implications for vocal hyperfunction

M Zañartu, GE Galindo, BD Erath… - The Journal of the …, 2014 - pubs.aip.org
Despite the frequent observation of a persistent opening in the posterior cartilaginous glottis
in normal and pathological phonation, its influence on the self-sustained oscillations of the …

Average ambulatory measures of sound pressure level, fundamental frequency, and vocal dose do not differ between adult females with phonotraumatic lesions and …

JH Van Stan, DD Mehta, SM Zeitels… - Annals of Otology …, 2015 - journals.sagepub.com
Objectives: Clinical management of phonotraumatic vocal fold lesions (nodules, polyps) is
based largely on assumptions that abnormalities in habitual levels of sound pressure level …