AIMC Topic: Dizziness

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[Differential diagnosis of dizziness: what's the contribution of Artificial Intelligence?].

Deutsche medizinische Wochenschrift (1946) Nov 6, 2024
Dizziness is one of the most common reasons for medical consultations. The interdisciplinary range of differential diagnoses often leads to difficulties in proper classification. Artificial Intelligence and machine learning can assist through data-dr...
Machine Learning Algorithms Diagnosis, Differential Dizziness Humans Artificial Intelligence
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Deep Learning Model to Evaluate Sensorimotor System Ability in Patients With Dizziness for Postural Control.

IEEE transactions on neural systems and rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society Mar 22, 2024
Balanced posture without dizziness is achieved via harmonious coordination of visual, vestibular, and somatosensory systems. Specific frequency bands of center of pressure (COP) signals during quiet standing are closely related to the sensory inputs ...
Posture Humans Dizziness Deep Learning Postural Balance Standing Position
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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...
Humans Vertigo Eye Movements Dizziness Artificial Intelligence Deep Learning
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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 ...
Humans Artificial Intelligence Machine Learning Diagnosis, Differential Dizziness Vertigo
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Artificial intelligence for understanding concussion: Retrospective cluster analysis on the balance and vestibular diagnostic data of concussion patients.

PloS one Apr 2, 2019
OBJECTIVES: We propose a bottom-up, machine-learning approach, for the objective vestibular and balance diagnostic data of concussion patients, to provide insight into the differences in patients' phenotypes, independent of existing diagnoses (unsupe...
Artificial Intelligence Retrospective Studies Vestibule, Labyrinth Humans Cluster Analysis Dizziness Vision Disorders Vestibular Diseases Male Sports Postural Balance Headache Post-Concussion Syndrome Female Diagnosis, Computer-Assisted Brain Concussion Neuropsychological Tests Adolescent Young Adult Adult
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Same-Day Discharge Protocol for Robot-Assisted Radical Prostatectomy: Experience of a High-Volume Referral Center.

Journal of endourology Jul 1, 2022
As the coronavirus disease 2019 (COVID-19) global pandemic continues, there is increased value in performing same-day discharge (SDD) protocols to minimize viral exposure and maintain the appropriate surgical treatment for oncologic patients. In thi...
Humans COVID-19 Male Postoperative Complications Nausea Dizziness Pain Referral and Consultation Prostatectomy Robotics Robotic Surgical Procedures Patient Discharge
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Machine Learning in Modeling High School Sport Concussion Symptom Resolve.

Medicine and science in sports and exercise Jul 1, 2019
INTRODUCTION: Concussion prevalence in sport is well recognized, so too is the challenge of clinical and return-to-play management for an injury with an inherent indeterminant time course of resolve. A clear, valid insight into the anticipated resolu...
Dizziness Athletic Injuries Return to Sport Clinical Decision-Making Adolescent Time Factors Football Brain Concussion Headache Attention Humans Machine Learning
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Clinical vestibular testing assessed with machine-learning algorithms.

JAMA otolaryngology-- head & neck surgery Apr 1, 2015
IMPORTANCE: Dizziness and imbalance are common clinical problems, and accurate diagnosis depends on determining whether damage is localized to the peripheral vestibular system. Vestibular testing guides this determination, but the accuracy of the dif...
Postural Balance Dizziness Vestibular Diseases Vestibular Function Tests Humans Adolescent Aged Artificial Intelligence Child, Preschool Algorithms Aged, 80 and over Sensitivity and Specificity Child Young Adult Retrospective Studies Middle Aged Adult Infant, Newborn Infant
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Management and modeling of balance disorders using decision support systems: the EMBALANCE project.

Advances in experimental medicine and biology Jan 1, 2015
In this work, we present the concept, the methodological ideas and the architecture of the EMBALANCE platform. EMBALANCE platform extends existing but generic and currently uncoupled balance modeling activities, leading to a multi-scale and patient-s...
Sensation Disorders Internet Expert Systems Dizziness Adult Computational Biology Retrospective Studies Humans Sensitivity and Specificity Models, Theoretical Software Reproducibility of Results Middle Aged Age Factors Prospective Studies Aged
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