In the sports field, training load, body mass index, proprioception and more factors, can lead to injuries that can negatively impact the performance of sports teams. Considering that ankle injury is one of the most frequent injuries, this work evaluates the factors influencing ankle injuries. Method: The study included patients admitted in the radiology department at the provincial hospital center Hassan II in Settat. Data were collected using a questionnaire validated by traumatologist and radiologist, and was administered to patients (athletes and sedentary people) with ankle injuries. Data collection included collecting data on demographics characteristics, injury details, physical activity levels and environmental conditions. Patients with chronic ankle diseases and congenital malformation were excluded. Results: we aim to collect data over a period of sixteen weeks, after an exploratory study involving 55 patients, 134 participants were included in the study. Data were used to identify risk factors of ankle injuries, in order to design a platform dedicated to prescribe personalized preventive measures and rehabilitation plans. This platform could serve as a valuable tool for health professionals and physical activity practitioners, improving injury prevention strategies and optimizing recovery.