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Browse 9,572 clinical trials for ulcerative colitis. Find studies that match your criteria and connect with research centers.
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NCT05001594
Anterior cruciate ligament (ACL) injuries account for up to 25% of knee injuries, it is estimated that 32,000-400,000 new cases of ACL tears occur in the USA every year. The Standard care is twofold; a) ACL reconstruction surgery and b) prolonged rehabilitation period (usually no less than 9 months). However, a large amount of patients do not return to their pre-injury activity level, and up to 30% reinjure their ACL in the following two years. The wearable system consists of two non-invasive bands, above and below the knee that vibrate during the weight bearing phase while walking.
NCT06358794
Non-obstructive azoospermia (NOA) stands as the most severe form of male infertility. However, due to the diverse nature of testis focal spermatogenesis in NOA patients, accurately assessing the sperm retrieval rate (SRR) becomes challenging. The current study aims to develop and validate a noninvasive evaluation system based on machine learning, which can effectively estimate the SRR for NOA patients. In single-center investigation, NOA patients who underwent microdissection testicular sperm extraction (micro-TESE) were enrolled: (1) 2,438 patients from January 2016 to December 2022, and (2) 174 patients from January 2023 to May 2023 (as an additional validation cohort). The clinical features of participants were used to train, test and validate the machine learning models. Various evaluation metrics including area under the ROC (AUC), accuracy, etc. were used to evaluate the predictive performance of 8 machine learning models.