{"id":35783,"date":"2022-02-18T16:43:00","date_gmt":"2022-02-18T15:43:00","guid":{"rendered":"https:\/\/www.uni.lu\/fstm-en\/?post_type=news&#038;p=35783"},"modified":"2025-02-25T16:02:43","modified_gmt":"2025-02-25T15:02:43","slug":"jeo-award-winner-for-findings-in-machine-learning-methods-in-sports","status":"publish","type":"news","link":"https:\/\/www.uni.lu\/fstm-en\/news\/jeo-award-winner-for-findings-in-machine-learning-methods-in-sports\/","title":{"rendered":"JEO award winner for findings in machine learning methods in sports"},"content":{"rendered":"\n<section class=\"wp-block-unilux-blocks-free-section section\"><div class=\"container xl:max-w-screen-xl\">\n<p>PhD student Hans Van Eetveld has won the JEO Award for Young Researcher in Basic Science from the European Society for Sports Traumatology, Knee Surgery and Arthroscopy. His paper on \u201cMachine learning methods in sport injury prediction and prevention: a systematic review\u201d received this high-level recognition and showing us once again the importance of mathematics, here in particular statistics.<\/p>\n\n\n\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"1-hans-describe-in-a-few-words-what-your-paper-is-about-and-explain-some-of-your-findings\"\n    >\n1. Hans, describe in a few words what your paper is about and explain some of your findings.<\/h3>\n\n\n\n<p>In this paper we give a critical overview of the current use of machine learning methods for injury prediction and prevention. We found that ML methods can be used to identify athletes at high injury risk and to detect the most important injury risk factors. Nevertheless, we also found that more effort should be put in the interpretation of the ML models, and that often the ML methods are not used in the best way, underlining the need for experts from sports medicine to collaborate more with experts from data science.<\/p>\n\n\n\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"2-what-was-the-most-challenging-part-during-your-research\"\n    >\n2.\u00a0What was the most challenging part during your research?<\/h3>\n\n\n\n<p>As a statistician, it was sometimes difficult for me to report statistical methods and results in such a way that they are understandable for medical doctors. Therefore, it was very nice that we had an interdisciplinary team of co-authors who were of great help in reaching this goal; especially <a href=\"https:\/\/www.chl.lu\/fr\/pr-romain-seil\" target=\"_self\" title=\"\" rel=\"noopener\">Romain Seil<\/a> (Centre Hospitalier de Luxembourg) and <a href=\"https:\/\/orthopaedie.med.uni-rostock.de\/ueber-uns\/mitarbeiter\/professor-fuer-praevention-am-bewegungsapparat\" target=\"_self\" title=\"\" rel=\"noopener\">Thomas Tischer<\/a> (Univ. of Rostock) urged us often to express things in less technical terms.<\/p>\n\n\n\n<h3 class=\"has-text-align-left wp-block-unilux-blocks-heading\"        id=\"3-what-does-this-award-represent-to-you\"\n    >\n3. What does this award represent to you?<\/h3>\n\n\n\n<p>This award is a very nice recognition for the work of me and my colleagues. It shows that AI\/ML is a hot topic in sports medicine and it motivates me to conduct further research in this field. The award also shows the importance of interdisciplinary research: my supervisor <a href=\"https:\/\/wwwfr.uni.lu\/recherche\/fstm\/dmath\/people\/christophe_ley\" target=\"_self\" title=\"\" rel=\"noopener\">Christophe Ley<\/a> and I are statisticians, while our three co-authors are medical experts.<\/p>\n\n\n\n<p>&nbsp;<\/p>\n<\/div><\/section>\n","protected":false},"excerpt":{"rendered":"<p>PhD student Hans Van Eetveld has won the JEO Award for Young Researcher in Basic Science from the European Society for Sports Traumatology, Knee Surgery and Arthroscopy. His paper on \u201cMachine learning methods in sport injury prediction and prevention: a systematic review\u201d received this high-level recognition and showing us once again the importance of mathematics, here in particular statistics.<\/p>\n","protected":false},"author":335,"featured_media":35784,"template":"","format":"standard","meta":{"featured_image_focal_point":[],"show_featured_caption":false,"ulux_newsletter_groups":"","uluxPostTitle":"","uluxPrePostTitle":"","_trash_the_other_posts":false,"_price":"","_stock":"","_tribe_ticket_header":"","_tribe_default_ticket_provider":"","_tribe_ticket_capacity":"0","_ticket_start_date":"","_ticket_end_date":"","_tribe_ticket_show_description":"","_tribe_ticket_show_not_going":false,"_tribe_ticket_use_global_stock":"","_tribe_ticket_global_stock_level":"","_global_stock_mode":"","_global_stock_cap":"","_tribe_rsvp_for_event":"","_tribe_ticket_going_count":"","_tribe_ticket_not_going_count":"","_tribe_tickets_list":"[]","_tribe_ticket_has_attendee_info_fields":false},"news-category":[8],"news-topic":[24],"organisation":[29],"authorship":[335],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v22.3 (Yoast SEO v22.3) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>JEO award winner for findings in machine learning methods in sports - FSTM I Uni.lu<\/title>\n<meta name=\"description\" content=\"PhD student Hans Van Eetveld has won the JEO Award for Young Researcher in Basic Science from the European Society for Sports Traumatology, Knee Surgery and Arthroscopy. 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