AIMC Topic: Physical Fitness

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The Artificial Intelligence System for the Generation of Sports Education Guidance Model and Physical Fitness Evaluation Under Deep Learning.

Frontiers in public health Aug 9, 2022
In recent years, China's achievements in artificial intelligence (AI) have attracted the attention of the world, and AI technology has penetrated into all walks of life. In particular, the in-depth integration of AI technology with sports education g...
Physical Fitness Sports Female Quality of Life Deep Learning Humans Artificial Intelligence
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Deconstruction of physical fitness assessment system and medical rehabilitation countermeasures for physically disabled teenagers with natural language processing technology.

Frontiers in public health Aug 4, 2022
Disability is a component of social relations and the existence of social reality. An effective solution to the problem of persons with disabilities is a measure of human civilization and social progress. The strength of the implementation of disabil...
Humans Persons with Disabilities Natural Language Processing Physical Fitness Technology Exercise Adolescent
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Assessment of Physical Fitness and Health Status of Athletes Based on Intelligent Medical Treatment under Machine Learning.

Computational intelligence and neuroscience Jul 30, 2022
Machine learning is an interdisciplinary study of how to make computer programs perform similar to human learning, and its techniques are widely used in the medical industry. The purpose of this paper is to study how to use machine learning-based int...
Health Status Humans Athletes Machine Learning Physical Fitness Algorithms
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Design of the Physical Fitness Evaluation Information Management System of Sports Athletes Based on Artificial Intelligence.

Computational intelligence and neuroscience Jun 30, 2022
With the rapid development of science and technology in recent years, more and more researchers began to explore the basic disciplines of sports, namely, biomechanics and physiology, and further update and improve the traditional sports training theo...
Humans Artificial Intelligence Athletes Physical Fitness Sports Information Management
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Influence of Different Passing Methods of Physical Fitness in Football Using Deep Learning.

Computational intelligence and neuroscience Jun 25, 2022
Deep learning is a new direction in the field of machine learning, which learns the inherent laws and levels of data sample representation. The information gained during learning plays an important role in interpreting data such as text, images, and ...
Football Physical Fitness Soccer Humans Machine Learning Deep Learning
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An unsupervised machine learning approach to evaluate sports facilities condition in primary school.

PloS one Apr 20, 2022
Sports facilities have been acknowledged as one of the crucial environmental factors for children's physical education, physical fitness, and participation in physical activity. Finding a solution for the effective and objective evaluation of the con...
Unsupervised Machine Learning Schools Physical Fitness Humans Physical Education and Training Exercise Child
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Relationship between Firefighter Physical Fitness and Special Ability Performance: Predictive Research Based on Machine Learning Algorithms.

International journal of environmental research and public health Oct 21, 2020
Firefighters require a high level of physical fitness to meet the demands of their job. The correlations and contributions of individual physical health parameters to the tasks of firefighting would enable firefighters to focus on the effects of spec...
Oxygen Oxygen Consumption Physical Fitness Firefighters Humans Machine Learning Algorithms
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Aerobic Fitness is a Predictor of Body Composition in Women With Breast Cancer at Diagnosis.

Clinical breast cancer Oct 9, 2020
BACKGROUND: The objective of this study was to investigate the relationship of aerobic fitness (AF) at diagnosis, before treatment and its relationship with body composition, physical function, lipidic profile, comorbidities, tumor characteristics, a...
Physical Fitness Quality of Life Range of Motion, Articular Exercise Breast Neoplasms Humans Body Mass Index Cross-Sectional Studies Female Muscle Strength Middle Aged Adult Oxygen Consumption Body Composition
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Machine learning prediction of combat basic training injury from 3D body shape images.

PloS one Jun 30, 2020
INTRODUCTION: Athletes and military personnel are both at risk of disabling injuries due to extreme physical activity. A method to predict which individuals might be more susceptible to injury would be valuable, especially in the military where basic...
Occupational Injuries Machine Learning Female Risk Factors Military Personnel United States Anthropometry Humans Models, Statistical Physical Endurance Adolescent Physical Fitness Young Adult ROC Curve Male Imaging, Three-Dimensional Risk Assessment
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Applying machine learning methods to develop a successful aging maintenance prediction model based on physical fitness tests.

Geriatrics & gerontology international May 1, 2020
AIM: The purpose of this study was to develop a machine learning prediction model for successful aging (SA) based on physical fitness tests.
Humans Machine Learning Female Aged Physical Fitness Aged, 80 and over Independent Living Healthy Aging Middle Aged Surveys and Questionnaires Exercise Predictive Value of Tests Sensitivity and Specificity Follow-Up Studies ROC Curve China Male Decision Trees Geriatric Assessment Logistic Models Aging
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