论文标题

评论“运动医学中的黑匣子预测方法值得鲁ck练习:需要改变战术以推进运动员护理”

Comment on "Black Box Prediction Methods in Sports Medicine Deserve a Red Card for Reckless Practice: A Change of Tactics is Needed to Advance Athlete Care"

论文作者

Berndsen, Jakim, McHugh, Derek

论文摘要

在本文中,我们研究了Bullock等人的主张。 al。关于运动损伤领域中黑盒损伤风险方法的适用性。总体而言,我们同意,透明度对于机器学习模型在该领域中有用是必要的。但是,有一些研究领域可以准确地解决作者的关注,并强烈缓和他们的结论。在下文中,我们研究了机器学习社区如何解决这些问题。

In this paper we examine the claims made by Bullock et. al. on the applicability of black-box injury risk approaches in the sports injury domain. Overall, we agree that transparency is necessary for Machine Learning models to be useful in this field. However, there are areas of research that address precisely the concerns of the authors and strongly temper their conclusions. In the following we look at how these issues are being tackled by the Machine Learning community.

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