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XGBoost based machine learning approach to predict the risk of fall in older adults using gait outcomes

Scientific reports, 2021-06, Vol.11 (1), p.12183-12183, Article 12183

2021

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Gait Characteristics Based on Shoe-Type Inertial Measurement Units in Healthy Young Adults during Treadmill Walking

Sensors (Basel, Switzerland), 2020-04, Vol.20 (7), p.2095

2020

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Age-specific differences in gait domains and global cognitive function in older women: gait characteristics based on gait speed modification

PeerJ (San Francisco, CA), 2020-03, Vol.8, p.e8820-e8820, Article e8820

2020

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Gait Characteristics under Imposed Challenge Speed Conditions in Patients with Parkinson's Disease During Overground Walking

Sensors (Basel, Switzerland), 2020-04, Vol.20 (7), p.2132

2020

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Cross-cultural adaptation, reliability, and validity of the Japanese version of the Cumberland ankle instability tool

Disability and rehabilitation, 2017-01, Vol.39 (1), p.50-58

2017

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Turning Characteristics of the More-Affected Side in Parkinson's Disease Patients with Freezing of Gait

Sensors (Basel, Switzerland), 2020-05, Vol.20 (11), p.3098

2020

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Low composite functional movement screen score associated with decline of gait stability in young adults

PeerJ (San Francisco, CA), 2021-04, Vol.9, p.e11356-e11356, Article e11356

2021

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Impact of Trunk Resistance and Stretching Exercise on Fall-Related Factors in Patients with Parkinson's Disease: A Randomized Controlled Pilot Study

Sensors (Basel, Switzerland), 2020-07, Vol.20 (15), p.4106

2020

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Physical fitness changes in adolescents due to social distancing during the coronavirus disease pandemic in Korea

PeerJ (San Francisco, CA), 2022-12, Vol.10, p.e14494-e14494, Article e14494

2022

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Classification of Parkinson's disease with freezing of gait based on 360° turning analysis using 36 kinematic features

Journal of neuroengineering and rehabilitation, 2021-12, Vol.18 (1), p.177-177, Article 177

2021

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Injury Prevalence among Young Elite Baseball Players

Sports (Basel), 2023-07, Vol.11 (7), p.134

2023

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Gait characteristics in individuals with Parkinson's disease during 1-minute treadmill walking

PeerJ (San Francisco, CA), 2020-06, Vol.8, p.e9463-e9463, Article e9463

2020

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Classification of Diabetic Walking for Senior Citizens and Personal Home Training System Using Single RGB Camera through Machine Learning

Applied sciences, 2021-10, Vol.11 (19), p.9029

2021

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Effect of knee extensor fatigue level and sex on bilateral jump-landing

BMJ Open Sport & Exercise Medicine, 2020-01, Vol.6 (1), p.e000660-e000660

2020

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Muscle activation of plantar flexors in response to different strike patterns during barefoot and shod running in medial tibial stress syndrome

The Journal of Physical Fitness and Sports Medicine, 2015/03/25, Vol.4(1), pp.133-141

2015

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Analysis of the talocrural and subtalar joint motions in patients with medial tibial stress syndrome

Journal of foot and ankle research, 2015-07, Vol.8 (1), p.25-n/a

2015

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Characteristics of Gait Variability in the Elderly While Walking on a Treadmill with Gait Speed Variation

International journal of environmental research and public health, 2021-04, Vol.18 (9), p.4704

2021

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Choline-Based Multi-Ingredient Supplementation Can Improve Explosive Strength during a Fatiguing Task

International journal of environmental research and public health, 2021-10, Vol.18 (21), p.11400

2021

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Associating Gait Phase and Physical Fitness with Global Cognitive Function in the Aged

International journal of environmental research and public health, 2020-07, Vol.17 (13), p.4786

2020

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Association between Gait Variability and Gait-Ability Decline in Elderly Women with Subthreshold Insomnia Stage

International journal of environmental research and public health, 2020-07, Vol.17 (14), p.5181

2020

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Neural and muscular alterations of the plantar flexors in middle-aged women

Experimental gerontology, 2022-03, Vol.159, p.111674-111674, Article 111674

2022

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Neural And Muscular Alterations Of The Plantar Flexors In Middle-aged Women: 201 Board #42 May 30 9: 30 AM - 11: 00 AM

Medicine and science in sports and exercise, 2018-05, Vol.50 (5S Suppl 1), p.30-30

2018

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Impact of Synchronous Online Physical Education Classes Using Tabata Training on Adolescents during COVID-19: A Randomized Controlled Study

International journal of environmental research and public health, 2021-09, Vol.18 (19), p.10305

2021

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Estimating Health-Related Quality of Life Based on Demographic Characteristics, Questionnaires, Gait Ability, and Physical Fitness in Korean Elderly Adults

International journal of environmental research and public health, 2021-11, Vol.18 (22), p.11816

2021

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Effect of an Alpha-GPC Supplement on Physical Performance in Division 2 Football Players: 3302 Board #207 June 2 3 30 PM - 5 00 PM

Medicine and science in sports and exercise, 2017-05, Vol.49 (5S), p.942

2017

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XGBoost based machine learning approach to predict the risk of fall in older adults using gait outcomes

Gait Characteristics Based on Shoe-Type Inertial Measurement Units in Healthy Young Adults during Treadmill Walking

Age-specific differences in gait domains and global cognitive function in older women: gait characteristics based on gait speed modification

Gait Characteristics under Imposed Challenge Speed Conditions in Patients with Parkinson's Disease During Overground Walking

Cross-cultural adaptation, reliability, and validity of the Japanese version of the Cumberland ankle instability tool

Turning Characteristics of the More-Affected Side in Parkinson's Disease Patients with Freezing of Gait

Low composite functional movement screen score associated with decline of gait stability in young adults

Impact of Trunk Resistance and Stretching Exercise on Fall-Related Factors in Patients with Parkinson's Disease: A Randomized Controlled Pilot Study

Physical fitness changes in adolescents due to social distancing during the coronavirus disease pandemic in Korea

Classification of Parkinson's disease with freezing of gait based on 360° turning analysis using 36 kinematic features

Injury Prevalence among Young Elite Baseball Players

Gait characteristics in individuals with Parkinson's disease during 1-minute treadmill walking

Classification of Diabetic Walking for Senior Citizens and Personal Home Training System Using Single RGB Camera through Machine Learning

Effect of knee extensor fatigue level and sex on bilateral jump-landing

Muscle activation of plantar flexors in response to different strike patterns during barefoot and shod running in medial tibial stress syndrome

Analysis of the talocrural and subtalar joint motions in patients with medial tibial stress syndrome

Characteristics of Gait Variability in the Elderly While Walking on a Treadmill with Gait Speed Variation

Choline-Based Multi-Ingredient Supplementation Can Improve Explosive Strength during a Fatiguing Task

Associating Gait Phase and Physical Fitness with Global Cognitive Function in the Aged

Association between Gait Variability and Gait-Ability Decline in Elderly Women with Subthreshold Insomnia Stage

Neural and muscular alterations of the plantar flexors in middle-aged women

Neural And Muscular Alterations Of The Plantar Flexors In Middle-aged Women: 201 Board #42 May 30 9: 30 AM - 11: 00 AM

Impact of Synchronous Online Physical Education Classes Using Tabata Training on Adolescents during COVID-19: A Randomized Controlled Study

Estimating Health-Related Quality of Life Based on Demographic Characteristics, Questionnaires, Gait Ability, and Physical Fitness in Korean Elderly Adults

Effect of an Alpha-GPC Supplement on Physical Performance in Division 2 Football Players: 3302 Board #207 June 2 3 30 PM - 5 00 PM

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