AIMC Topic: Surveys and Questionnaires

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Modeling anxiety and fear of COVID-19 using machine learning in a sample of Chinese adults: associations with psychopathology, sociodemographic, and exposure variables.

Anxiety, stress, and coping Jan 26, 2021
OBJECTIVES: Research during prior virus outbreaks has examined vulnerability factors associated with increased anxiety and fear.
Models, Statistical Fear Mass Media Anxiety Disorders SARS-CoV-2 China Adult Surveys and Questionnaires Cross-Sectional Studies Socioeconomic Factors Male Humans Machine Learning COVID-19 Female
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Identifying Factors Associated with Neonatal Mortality in Sub-Saharan Africa using Machine Learning.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 25, 2021
This study aimed at identifying the factors associated with neonatal mortality. We analyzed the Demographic and Health Survey (DHS) datasets from 10 Sub-Saharan countries. For each survey, we trained machine learning models to identify women who had ...
Infant Mortality Male Mothers Humans Infant Machine Learning Surveys and Questionnaires Female Africa South of the Sahara Infant, Newborn
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Building an Automated Orofacial Pain, Headache and Temporomandibular Disorder Diagnosis System.

AMIA ... Annual Symposium proceedings. AMIA Symposium Jan 25, 2021
Physicians collect data in patient encounters that they use to diagnose patients. This process can fail if the needed data is not collected or if physicians fail to interpret the data. Previous work in orofacial pain (OFP) has automated diagnosis fro...
Child Temporomandibular Joint Disorders Facial Pain Headache Male Middle Aged Surveys and Questionnaires Adolescent Humans Female Aged Aged, 80 and over Young Adult Adult
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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...
Machine Learning Female Young Adult Adult Tinnitus Male Reading Affect Middle Aged Electroencephalography Drug Resistant Epilepsy Speech Seizures Prodromal Symptoms Surveys and Questionnaires Attention Photophobia Video Recording Humans Support Vector Machine Vision Disorders Noise Area Under Curve Comprehension Hearing Loss
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Validity and precision of the International Physical Activity Questionnaire for climacteric women using computational intelligence techniques.

PloS one Jan 14, 2021
This study aimed to evaluate the validity and precision of the International Physical Activity Questionnaire (IPAQ) for climacteric women using computational intelligence techniques. The instrument was applied to 873 women aged between 40 and 65 year...
Artificial Intelligence Female Reproducibility of Results Exercise Surveys and Questionnaires Internationality Climacteric Humans
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Artificial intelligence in the medical physics community: An international survey.

Physica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB) Jan 13, 2021
PURPOSE: To assess current perceptions, practices and education needs pertaining to artificial intelligence (AI) in the medical physics field.
Male Surveys and Questionnaires Physics Humans Artificial Intelligence Female Educational Status
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Attitude of Brazilian dentists and dental students regarding the future role of artificial intelligence in oral radiology: a multicenter survey.

Dento maxillo facial radiology Jan 12, 2021
OBJECTIVES: The aim of this study was to assess the attitude of dentists and dental students in Brazil regarding the impact of artificial intelligence (AI) in oral radiology, and to evaluate the effect of an introductory AI lecture on their attitude.
Artificial Intelligence Brazil Surveys and Questionnaires Radiology Humans Students, Dental Dentists
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Schizotypy in Parkinson's disease predicts dopamine-associated psychosis.

Scientific reports Jan 12, 2021
Psychosis is the most common neuropsychiatric side-effect of dopaminergic therapy in Parkinson's disease (PD). It is still unknown which factors determine individual proneness to psychotic symptoms. Schizotypy is a multifaceted personality trait rela...
Middle Aged Case-Control Studies Surveys and Questionnaires ROC Curve Machine Learning Female Cross-Sectional Studies Male Hallucinations Schizotypal Personality Disorder Emotions Parkinson Disease Psychotic Disorders Dopamine Humans
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Analysing the predictive capacity and dose-response of wellness in load monitoring.

Journal of sports sciences Jan 6, 2021
This study aimed to identify the predictive capacity of wellness questionnaires on measures of training load using machine learning methods. The distributions of, and dose-response between, wellness and other load measures were also examined, offerin...
Humans Machine Learning Soccer Myalgia Cricket Sport Football Motivation Health Status Sleep Regression Analysis Affect Decision Trees Physical Conditioning, Human Physical Exertion Perception Geographic Information Systems Fatigue Surveys and Questionnaires Sports Stress, Psychological Wearable Electronic Devices
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A Comprehensive Survey on Graph Neural Networks.

IEEE transactions on neural networks and learning systems Jan 4, 2021
Deep learning has revolutionized many machine learning tasks in recent years, ranging from image classification and video processing to speech recognition and natural language understanding. The data in these tasks are typically represented in the Eu...
Machine Learning Algorithms Surveys and Questionnaires Data Mining Humans Neural Networks, Computer
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