Machine Learning-Driven Rational Design in Nanomedicine

Advances in Computational Drug Delivery and In Silico Screening

Krish W. Ramadurai, Abhirup Banerjee (Autoren)

Online Resource

XIII, 73 Seiten

2026
Springer International Publishing (Hersteller)
978-3-032-04012-1 (ISBN)

Produkt-Details

• Erscheint lt. Verlag: 13.1.2026
• Reihe/Serie: Physics and Astronomy
• Reihe/Serie: Physics and Astronomy (R0)
• Reihe/Serie: SpringerBriefs in Bioengineering
• Zusatzinfo: XIII, 73 p. 30 illus., 28 illus. in color.
• Verlagsort: Cham
• Sprache: englisch
• Themenwelt: Technik ► Maschinenbau
• Schlagworte: AI in pharmaceutical science • Cancer Nanomedicine • Chemoinformatics • Computational Drug Design • ethical AI in drug development • in silico screening • lipid nanoparticles (LNPs) • Machine Learning in Drug Delivery • molecular feature processing • molecular fingerprinting • mRNA Vaccines • Pseudo-labeling • random forest classifier • supervised learning • synthetic minority over-sampling technique (SMOTE) • Transfection Efficiency • XGBoost model
• ISBN-10: 3-032-04012-4 / 3032040124
• ISBN-13: 978-3-032-04012-1 / 9783032040121
• Zustand: Neuware