Voice analysis results in individuals with Alzheimer's disease: How do age and cognitive status affect voice parameters? [PDF]
Brain and Behavior, 2023 Background Reports of acoustic changes in the voice in individuals with Alzheimer's disease (AD) and the relationship of acoustic changes with age and cognitive status are still limited.
Mümüne Merve Parlak +4 more
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Acoustic Voice Analysis as a Useful Tool to Discriminate Different ALS Phenotypes [PDF]
Biomedicines, 2023 Approximately 80–96% of people with amyotrophic lateral sclerosis (ALS) become unable to speak during the disease progression. Assessing upper and lower motor neuron impairment in bulbar regions of ALS patients remains challenging, particularly in ...
Giammarco Milella +9 more
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Sleep deprivation detected by voice analysis. [PDF]
PLoS Comput Biol, 2022 AbstractSleep deprivation has an ever-increasing impact on individuals and societies. Yet, to date, there is no quick and objective test for sleep deprivation. Here, we used automated acoustic analyses of the voice to detect sleep deprivation. Building on current machine-learning approaches, we focused on interpretability by introducing two novel ideas:
Thoret E +4 more
europepmc +5 more sources
Exploring the Use of Artificial Intelligence Techniques to Detect the Presence of Coronavirus Covid-19 Through Speech and Voice Analysis [PDF]
IEEE Access, 2021 The Covid-19 pandemic represents one of the greatest global health emergencies of the last few decades with indelible consequences for all societies throughout the world.
Laura Verde +5 more
doaj +2 more sources
Effects of deep brain stimulation of the subthalamic nucleus on patients with Parkinson's disease: a machine-learning voice analysis [PDF]
Frontiers in Neurology, 2023 IntroductionDeep brain stimulation of the subthalamic nucleus (STN-DBS) can exert relevant effects on the voice of patients with Parkinson's disease (PD).
Antonio Suppa +53 more
doaj +2 more sources
Feasibility of Big Data Analytics to Assess Personality Based on Voice Analysis [PDF]
Sensors(1) Background: As far back as the 1930s, it was already thought that gestures, clothing, speech, posture, and gait could express an individual’s personality.
Víctor J. Rubio +3 more
doaj +2 more sources
Voice Analysis as a Method for Preoperatively Predicting a Difficult Airway Based on Machine Learning Algorithms: Original Research Report [PDF]
Health Science ReportsBackground and Aims An unanticipated difficult airway is one of the greatest challenges for anesthesiologists. Proper preoperative airway assessment is crucial to reducing complications.
Claudia Rodiera +9 more
doaj +2 more sources
Editorial: Voice analysis in healthy subjects and patients with neurologic disorders [PDF]
Frontiers in Neurology, 2023 Antonio Suppa +4 more
doaj +2 more sources
Utilization of Machine Learning-Based Computer Vision and Voice Analysis to Derive Digital Biomarkers of Cognitive Functioning in Trauma Survivors [PDF]
Digital Biomarkers, 2020 Background: Alterations in multiple domains of cognition have been observed in individuals who have experienced a traumatic stressor. These domains may provide important insights in identifying underlying neurobiological dysfunction driving an individual’
Katharina Schultebraucks +2 more
doaj +2 more sources
Evaluation of Speech and Pause Alterations in Patients With Acute and Chronic Heart Failure
Journal of the American Heart Association: Cardiovascular and Cerebrovascular Disease, 2022 Background Acute heart failure is the most frequent cause of unplanned hospital admission in elderly patients. Various biomarkers have been evaluated to better assess the status of these patients and prevent decompensation.
Dario Schöbi +7 more
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