{"product_id":"machine-learning-driven-rational-design-in-krish-w-ramadurai-9783032040114","title":"Machine Learning-Driven Rational Design in Nanomedicine: Advances in Computational Drug Delivery and in Silico Screening","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 \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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Krish W. Ramadurai,Abhirup Banerjee\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3032040116\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783032040114\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Springer\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 01\/31\/2026\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 73\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Paperback\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 0.30lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.21h x 6.14w x 0.18d","brand":"Krish W. Ramadurai","offers":[{"title":"Paperback","offer_id":48217844449535,"sku":"9783032040114","price":54.99,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_da84c25a-2b66-43b1-8825-a4b3d02e6108.jpg?v=1771999810","url":"https:\/\/www.whiterainbookhouse.com\/products\/machine-learning-driven-rational-design-in-krish-w-ramadurai-9783032040114","provider":"WR Book House","version":"1.0","type":"link"}