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In this book, the authors illustrate the use of ML Embedded Systems in Oncology, developed based on the ML models "Spectrum," "Medical Commander," and "Medical Commander, Prognosis," which enabled automatic, real-time tumor diagnosis among cancer patients and the provision of appropriate physicians; the real-time prediction of any medical symptom or set of medical symptoms. The authors present ML Embedded Systems, based on the "vibroturbulization" model, which enabled the production of advanced foam materials; advanced composite materials; carbon nanocomposite materials; and advanced ceramics and bioceramics. This ML Embedded System, based on the "vibroturbulization" model is also designed for biodiesel destruction prevention during storage and transportation.