Cargando…

Wellness Forecasting by External and Internal Workloads in Elite Soccer Players: A Machine Learning Approach

Training for success has increasingly become a balance between maintaining high performance standards and avoiding the negative consequences of accumulated fatigue. The aim of this study is to develop a big data analytics framework to predict players’ wellness according to the external and internal...

Descripción completa

Detalles Bibliográficos
Autores principales:	Rossi, Alessio, Perri, Enrico, Pappalardo, Luca, Cintia, Paolo, Alberti, Giampietro, Norman, Darcy, Iaia, F. Marcello
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Frontiers Media S.A. 2022
Materias:	Physiology
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9240643/ https://www.ncbi.nlm.nih.gov/pubmed/35784892 http://dx.doi.org/10.3389/fphys.2022.896928

Ejemplares similares

Physical Performance Comparison between Under 15 Elite and Sub-Elite Soccer Players
por: Trecroci, Athos, et al.
Publicado: (2018)

The Effect of Two Speed Endurance Training Regimes on Performance of Soccer Players
por: Iaia, F. Marcello, et al.
Publicado: (2015)

Effective injury forecasting in soccer with GPS training data and machine learning
por: Rossi, Alessio, et al.
Publicado: (2018)

A New Strategy to Integrate Heath–Carter Somatotype Assessment with Bioelectrical Impedance Analysis in Elite Soccer Players
por: Campa, Francesco, et al.
Publicado: (2020)

Perceptual and Biochemical Responses in Relation to Different Match-Day +2 Training Interventions in Soccer Players
por: Trecroci, Athos, et al.
Publicado: (2021)

Regional Bioelectrical Phase Angle Is More Informative than Whole-Body Phase Angle for Monitoring Neuromuscular Performance: A Pilot Study in Elite Young Soccer Players
por: Bongiovanni, Tindaro, et al.
Publicado: (2022)

Short-Term Compound Training on Physical Performance in Young Soccer Players
por: Trecroci, Athos, et al.
Publicado: (2020)

Bioimpedance Vector References Need to Be Period-Specific for Assessing Body Composition and Cellular Health in Elite Soccer Players: A Brief Report
por: Bongiovanni, Tindaro, et al.
Publicado: (2020)

Change of direction asymmetry across different age categories in youth soccer
por: Trecroci, Athos, et al.
Publicado: (2020)

Short- or long-rest intervals during repeated-sprint training in soccer?
por: Iaia, F. Marcello, et al.
Publicado: (2017)

Effects of congested fixture and matches’ participation on internal and external workload indices in professional soccer players
por: Garcia, Gabriel Rodrigues, et al.
Publicado: (2022)

External Workload Compared Between Competitive and Non-Competitive Matches for Professional Male Soccer Players
por: Asian-Clemente, Jose, et al.
Publicado: (2022)

A Narrative Review for a Machine Learning Application in Sports: An Example Based on Injury Forecasting in Soccer
por: Rossi, Alessio, et al.
Publicado: (2021)

Workloads of Different Soccer-Specific Drills in Professional Players
por: Chena, Marcos, et al.
Publicado: (2022)

Elite Youth Soccer Players’ Sources and Types of Soccer Confidence
por: Greenlees, Iain, et al.
Publicado: (2021)

Relationships Between Training Workload Parameters with Variations in Anaerobic Power and Change of Direction Status in Elite Youth Soccer Players
por: Nobari, Hadi, et al.
Publicado: (2020)

Association Between Endocrine Markers, Accumulated Workload, and Fitness Parameters During a Season in Elite Young Soccer Players
por: Nobari, Hadi, et al.
Publicado: (2021)

Extended Energy-Expenditure Model in Soccer: Evaluating Player Performance in the Context of the Game
por: Skoki, Arian, et al.
Publicado: (2022)

Data Mining to Select Relevant Variables Influencing External and Internal Workload of Elite Blind 5-a-Side Soccer
por: Gamonales, José M., et al.
Publicado: (2021)

Ventilatory response to exercise of elite soccer players
por: Di Paco, Adriano, et al.
Publicado: (2014)

Postactivation potentiation in elite young soccer players
por: Titton, Adriano, et al.
Publicado: (2017)

Scapula Fractures in Elite Soccer and Rugby Players
por: McIntosh, Jerome, et al.
Publicado: (2019)

Internal and External Loads of Young Elite Soccer Players during Defensive Small-Sided Games
por: Rabano-Muñoz, Alberto, et al.
Publicado: (2023)

Variations of Training Workload in Micro- and Meso-Cycles Based on Position in Elite Young Soccer Players: A Competition Season Study
por: Nobari, Hadi, et al.
Publicado: (2021)

Association between Change in Regional Phase Angle and Jump Performance: A Pilot Study in Serie A Soccer Players
por: Bongiovanni, Tindaro, et al.
Publicado: (2021)

Selected Cognitive Abilities in Elite Youth Soccer Players
por: Baláková, Veronika, et al.
Publicado: (2015)

Laterality Influences Agility Performance in Elite Soccer Players
por: Zouhal, Hassane, et al.
Publicado: (2018)

Area per player in small-sided games to replicate the external load and estimated physiological match demands in elite soccer players
por: Riboli, Andrea, et al.
Publicado: (2020)

Accumulated workloads and the acute:chronic workload ratio relate to injury risk in elite youth football players
por: Bowen, Laura, et al.
Publicado: (2017)

Evaluation of the external and internal workload in female futsal players
por: Beato, Marco, et al.
Publicado: (2017)

Soccer-Related Concussions Among Swedish Elite Soccer Players: A Descriptive Study of 1,030 Players
por: Hänni, Sofie, et al.
Publicado: (2020)

Intra-Season Variations in Workload Parameters in Europe’s Elite Young Soccer Players: A Comparative Pilot Study between Starters and Non-Starters
por: Martins, Alexandre D., et al.
Publicado: (2021)

Fluctuations in Well-Being Based on Position in Elite Young Soccer Players during a Full Season
por: Nobari, Hadi, et al.
Publicado: (2021)

Associations between Training Load and Well-Being in Elite Beach Soccer Players: A Case Report
por: Costa, Júlio A., et al.
Publicado: (2022)

In-Season Microcycle Quantification of Professional Women Soccer Players—External, Internal and Wellness Measures
por: Fernandes, Renato, et al.
Publicado: (2022)

Variations in Elite Female Soccer Players' Sleep, and Associations With Perceived Fatigue and Soccer Games
por: Moen, Frode, et al.
Publicado: (2021)

The Effects of Soccer Specific Exercise on Countermovement Jump Performance in Elite Youth Soccer Players
por: Lyons Donegan, Max, et al.
Publicado: (2022)

Effects of match contextual factors on internal and external load in elite Brazilian professional soccer players through the season
por: Aquino, Rodrigo, et al.
Publicado: (2022)

In-Season Internal and External Workload Variations between Starters and Non-Starters—A Case Study of a Top Elite European Soccer Team
por: Oliveira, Rafael, et al.
Publicado: (2021)

Seasonal pattern of vitamin D in male elite soccer players
por: Angelini, Fabrizio, et al.
Publicado: (2011)

Cannot write session to /tmp/vufind_sessions/sess_tau5r08pivjdspnhqn307k1ufj