{"product_id":"machine-learning-driven-rational-design-in-nanomedicine-advances-in-computational-drug-delivery-and-in-silico-screening-9783032040114","title":"Machine Learning-Driven Rational Design in Nanomedicine: Advances in Computational Drug Delivery and in Silico Screening","description":"\u003cp\u003e • Author(s): Krish W. Ramadurai | Abhirup Banerjee\u003cbr\u003e • Publisher: Springer\u003cbr\u003e • Publisher Imprint: Springer\u003cbr\u003e • BISAC: Materials Science - General\u003c\/p\u003e\u003cp\u003e\u003c\/p\u003e\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","brand":"Springer","offers":[{"title":"Paperback","offer_id":47570695258263,"sku":"9783032040114","price":3672.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783032040114.webp?v=1774883638","url":"https:\/\/atlanticbooks.com\/products\/machine-learning-driven-rational-design-in-nanomedicine-advances-in-computational-drug-delivery-and-in-silico-screening-9783032040114","provider":"Atlantic Books","version":"1.0","type":"link"}