{"product_id":"machine-learning-driven-rational-design-in-nanomedicine-krish-w-ramadurai-ebook","title":"Machine Learning-Driven Rational Design in Nanomedicine","description":"\u003cp\u003eThis book explores how machine learning is transforming nanomedicine, with a focus on the rational design of lipid nanoparticles (LNPs) for mRNA-based therapies. Moving beyond traditional, labor-intensive workflows, it highlights AI-driven methods—such as supervised learning, data augmentation, and deep learning—for predictive modeling and in silico screening.\u003c\/p\u003e\n\n\u003cp\u003eKey topics include chemoinformatics, molecular fingerprinting, and strategies to optimize LNP transfection efficiency and biocompatibility. Real-world applications, including mRNA vaccines and personalized nanomedicines, illustrate the convergence of computational biology and pharmaceutical engineering. It also addresses the ethical considerations and regulatory challenges surrounding AI-driven drug development. This book is intended for researchers, pharmaceutical scientists, computational biologists, and professionals in the biotechnology industry who seek to leverage AI-driven methodologies in nanomedicine development.\u003c\/p\u003e","brand":"Krish W. Ramadurai","offers":[{"title":"Default Title","offer_id":53628125708615,"sku":"9783032040121","price":53.49,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0920\/5455\/2903\/files\/machine-learning-driven-rational-design-in-nanomed-ebook.webp?v=1775149753","url":"https:\/\/www.cinebuch.de\/products\/machine-learning-driven-rational-design-in-nanomedicine-krish-w-ramadurai-ebook","provider":"CineBuch","version":"1.0","type":"link"}