AIMC Topic: Vertigo

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Development and Validation of a Machine Learning Model for Detection and Classification of Vertigo.

The Laryngoscope Dec 19, 2024
PURPOSE: This study aims to investigate whether artificial intelligence can improve the diagnostic accuracy of vertigo related diseases.
Machine Learning Prospective Studies Female Humans Benign Paroxysmal Positional Vertigo Migraine Disorders Diagnosis, Differential Meniere Disease Vertigo Hearing Loss, Sensorineural Male Aged Middle Aged Adult Sensitivity and Specificity
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Machine learning models help differentiate between causes of recurrent spontaneous vertigo.

Journal of neurology Mar 23, 2024
BACKGROUND: Vestibular migraine (VM) and Menière's disease (MD) are two common causes of recurrent spontaneous vertigo. Using history, video-nystagmography and audiovestibular tests, we developed machine learning models to separate these two disorder...
Diagnosis, Differential Recurrence Meniere Disease Middle Aged Migraine Disorders Vertigo Machine Learning Female Adult Male Aged Humans
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Artificial Neural Network-Assisted Classification of Hearing Prognosis of Sudden Sensorineural Hearing Loss With Vertigo.

IEEE journal of translational engineering in health and medicine Feb 6, 2023
This study aimed to determine the impact on hearing prognosis of the coherent frequency with high magnitude-squared wavelet coherence (MSWC) in video head impulse test (vHIT) among patients with sudden sensorineural hearing loss with vertigo (SSNHLV)...
Hearing Loss, Sudden Vertigo Hearing Hearing Loss, Sensorineural Prognosis Retrospective Studies Male Steroids Female Humans Neural Networks, Computer
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Deep learning in acute vertigo diagnosis.

Journal of the neurological sciences Oct 19, 2022
Recent advances in artificial intelligence are transforming healthcare and there are increasing efforts to apply these breakthroughs to the diagnosis of acute vertigo. Because the diagnosis of vertigo relies on the analysis of eye movements, there ar...
Artificial Intelligence Deep Learning Humans Vertigo Eye Movements Dizziness
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A Questionnaire-Based Ensemble Learning Model to Predict the Diagnosis of Vertigo: Model Development and Validation Study.

Journal of medical Internet research Aug 3, 2022
BACKGROUND: Questionnaires have been used in the past 2 decades to predict the diagnosis of vertigo and assist clinical decision-making. A questionnaire-based machine learning model is expected to improve the efficiency of diagnosis of vestibular dis...
Surveys and Questionnaires Vertigo Adult Male Middle Aged Female Reproducibility of Results Humans Machine Learning Prospective Studies
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Machine Learning Techniques for Differential Diagnosis of Vertigo and Dizziness: A Review.

Sensors (Basel, Switzerland) Nov 14, 2021
Vertigo is a sensation of movement that results from disorders of the inner ear balance organs and their central connections, with aetiologies that are often benign and sometimes serious. An individual who develops vertigo can be effectively treated ...
Vertigo Humans Artificial Intelligence Diagnosis, Differential Machine Learning Dizziness
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The role of ChatGPT-4o in differential diagnosis and management of vertigo-related disorders.

Scientific reports May 28, 2025
To compare the diagnostic accuracy of an artificial intelligence chatbot and clinical experts in vertigo-related diseases and evaluate the ability of the AI chatbot to address vertigo-related issues. 20 clinical questions about vertigo were input to ...
Artificial Intelligence Female Adult Humans Generative Artificial Intelligence Diagnosis, Differential Vertigo Male Middle Aged
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Current concepts in acute vestibular syndrome and video-oculography.

Current opinion in neurology Feb 1, 2022
PURPOSE OF REVIEW: We present here neuro-otological tests using portable video-oculography (VOG) and strategies assisting physicians in the process of decision making beyond the classical 'HINTS' testing battery at the bedside.
Vertigo Head Impulse Test Artificial Intelligence Humans Nausea Vomiting
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[Application prospect of artificial intelligence technology in vestibular disorders].

Lin chuang er bi yan hou tou jing wai ke za zhi = Journal of clinical otorhinolaryngology head and neck surgery Sep 1, 2019
Vestibular disorders are a group of disorders that may result from damage to peripheral or central vestibular system, which seriously affect the patients' lives and work and even life-threatened. The causes of most vestibular disorders are still unc...
Diagnosis, Computer-Assisted Humans Vestibular Diseases Artificial Intelligence Vertigo
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