2 documents found, page 1 of 1
Translating player monitoring into training prescriptions: real world soccer sc...
Pillitteri, Guglielmo; Clemente, Filipe Manuel; Sarmento, Hugo; Figuereido, Antonio; Rossi, Alessio; Bongiovanni, Tindaro; Puleo, GiuseppeData-driven training prescription based on previous training or match data is thought to be associated with better training outcome, compared to prescription without considering any monitoring data. Understanding the complex relationship between training load, physical performance, fitness status, fatigue and injury risk represents a challenge for health and performance practitioners and researchers. Although s...
Relationship between external and internal load indicators and injury using mac...
Pillitteri, Guglielmo; Petrigna, Luca; Ficarra, Salvatore; Giustino, Valerio; Thomas, Ewan; Rossi, Alessio; Clemente, Filipe Manuel; Paoli, AntonioThis study verified the relationship between internal load (IL) and external load (EL) and their association on injury risk (IR) prediction considering machine learning (ML) approaches. Studies were included if: (1) participants were male professional soccer players; (2) carried out for at least 2 sessions, exercises, or competitions; (3) correlated training load (TL) with non-contact injuries; (4) applied ML a...