AIMC Topic: Hearing Loss

Clear Filters Showing 21 to 30 of 50 articles

Large-scale electrophysiology and deep learning reveal distorted neural signal dynamics after hearing loss.

eLife May 10, 2023
Listeners with hearing loss often struggle to understand speech in noise, even with a hearing aid. To better understand the auditory processing deficits that underlie this problem, we made large-scale brain recordings from gerbils, a common animal mo...
Electrophysiology Deafness Hearing Loss Speech Perception Hearing Loss, Sensorineural Humans Animals Deep Learning
View on PubMed DOI

The effect of soft palate reconstruction with the da Vinci robot on middle ear function in children: an observational study.

International journal of oral and maxillofacial surgery Mar 11, 2023
Cleft palate is associated with a high prevalence of middle ear dysfunction, even after palatal repair. The aim of this study was to evaluate the effects of robot-enhanced soft palate closure on middle ear functioning. This retrospective study compar...
Cleft Palate Otitis Media with Effusion Hearing Loss Ear, Middle Humans Retrospective Studies Child Robotics Palate, Soft
View on PubMed DOI

Predicting speech discrimination scores from pure-tone thresholds-A machine learning-based approach using data from 12,697 subjects.

PloS one Dec 31, 2021
Diagnostic tests for hearing impairment not only determines the presence (or absence) of hearing loss, but also evaluates its degree and type, and provides physicians with essential data for future treatment and rehabilitation. Therefore, accurately ...
Discrimination Learning Speech Reception Threshold Test Child, Preschool Child Computational Biology Models, Statistical Hearing Loss Speech Perception Auditory Threshold Audiometry, Pure-Tone Hearing Male Middle Aged Infant Adolescent Aged Aged, 80 and over Young Adult Adult Humans Neural Networks, Computer Female Machine Learning Algorithms Infant, Newborn Reproducibility of Results Republic of Korea
View on PubMed DOI

The emergence of machine learning in auditory neural impairment: A systematic review.

Neuroscience letters Sep 15, 2021
Hearing loss is a common neurodegenerative disease that can start at any stage of life. Misalignment of the auditory neural impairment may impose challenges in processing incoming auditory stimulus that can be measured using electroencephalography (E...
Humans Brain Signal Processing, Computer-Assisted Support Vector Machine Evoked Potentials, Auditory Electroencephalography Hearing Loss
View on PubMed DOI

Preictal state detection using prodromal symptoms: A machine learning approach.

Epilepsia Jan 19, 2021
A reliable identification of a high-risk state for upcoming seizures may allow for preemptive treatment and improve the quality of patients' lives. We evaluated the ability of prodromal symptoms to predict preictal states using a machine learning (ML...
Female Young Adult Adult Male Humans Machine Learning Vision Disorders Noise Area Under Curve Electroencephalography Seizures Middle Aged Speech Surveys and Questionnaires Support Vector Machine Prodromal Symptoms Photophobia Comprehension Hearing Loss Attention Reading Video Recording Drug Resistant Epilepsy Tinnitus Affect
View on PubMed DOI

AutoAudio: Deep Learning for Automatic Audiogram Interpretation.

Journal of medical systems Aug 7, 2020
Hearing loss is the leading human sensory system loss, and one of the leading causes for years lived with disability with significant effects on quality of life, social isolation, and overall health. Coupled with a forecast of increased hearing loss ...
Hearing Loss Machine Learning Adult Humans Quality of Life Neural Networks, Computer Deep Learning
View on PubMed DOI

Visual Speech Recognition: Improving Speech Perception in Noise through Artificial Intelligence.

Otolaryngology--head and neck surgery : official journal of American Academy of Otolaryngology-Head and Neck Surgery May 26, 2020
OBJECTIVES: To compare speech perception (SP) in noise for normal-hearing (NH) individuals and individuals with hearing loss (IWHL) and to demonstrate improvements in SP with use of a visual speech recognition program (VSRP).
Artificial Intelligence Prospective Studies Humans Young Adult Noise Middle Aged Adult Speech Perception Sound Spectrography Case-Control Studies Visual Perception Hearing Loss
View on PubMed DOI

The Hearing Impairment Ontology: A Tool for Unifying Hearing Impairment Knowledge to Enhance Collaborative Research.

Genes Nov 21, 2019
Hearing impairment (HI) is a common sensory disorder that is defined as the partial or complete inability to detect sound in one or both ears. This diverse pathology is associated with a myriad of phenotypic expressions and can be non-syndromic or sy...
Knowledge Hearing Loss Cooperative Behavior Humans Biomedical Research Biological Ontologies
View on PubMed DOI

Predicting cochlear dead regions in patients with hearing loss through a machine learning-based approach: A preliminary study.

PloS one Jun 3, 2019
We propose a machine learning (ML)-based model for predicting cochlear dead regions (DRs) in patients with hearing loss of various etiologies. Five hundred and fifty-five ears from 380 patients (3,770 test samples) diagnosed with sensorineural hearin...
Male Middle Aged Logistic Models Noise Auditory Threshold Aged Cochlea Humans Aged, 80 and over Multivariate Analysis Machine Learning Young Adult Hearing Loss Adult Algorithms Female
View on PubMed DOI

Performance of machine-learning algorithms to pattern recognition and classification of hearing impairment in Brazilian farmers exposed to pesticide and/or cigarette smoke.

Environmental science and pollution research international Jan 8, 2019
The use of pesticides has been increasing in agriculture, leading to a public health problem. The aim of this study was to evaluate ototoxic effects in farmers who were exposed to cigarette smoke and/or pesticides and to identify possible classificat...
Air Pollutants, Occupational Young Adult Adult Male Brazil Smoking Machine Learning Humans Adolescent Farmers Algorithms Tobacco Smoke Pollution Occupational Exposure Hearing Loss Female Support Vector Machine Nicotiana Aged Pesticides
View on PubMed DOI
Popular Topics
Recent Journals