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Almost doubling the proportion in novice footballers with no-contact accidents underlines this point and exhibits that even on this efficiency group, a discount can still be achieved by the proof-primarily based software of particular training sessions. Since different teams may have their own club-particular definitions, our experimental set-up might be utilized to arbitrary counterpressing-definitions and even other tactical patterns, as long as they collect sufficient labeled data. 2018) or by including extra features of the opposing team and even the raw knowledge of all 22 gamers and the ball. This additionally reveals a limitation of our work, that a number of the model’s most essential options concentrate on the scenario itself and fewer on the technique conducted thereafter. This alarming situation of accelerating incidences over 5 years in decrease leagues ought to be addressed by soccer associations, clubs, coaches in addition to players by implementing adequate prevention methods. Trends and developments of damage frequencies symbolize one of the powerful instruments to control and validate previously carried out or present prevention methods in soccer. This study also shows differences within the incidence of ACL accidents between the three professional ranges of play, i.e. a pattern towards a decrease incidence in the 1st and 2nd league than within the third league, which could also be an indication for the higher professionalism in implementing prevention strategies in the 2 highest leagues.
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