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This article will provide an overview of machine and deep learning and its application in mpMRI of the prostate for early diagnosis of prostate cancer.The need for a long-term pharmacological treatment of osteoporosis, the problem of potential compliance issues and also potentially severe side effects during the treatment are of central interest not only for patients but also for medical guidelines and prescribers. This review summarizes the current knowledge about the pharmacological substances used and the current scientifically