L'intelligenza artificiale nella scoperta e nello sviluppo di farmaci

Name: L'intelligenza artificiale nella scoperta e nello sviluppo di farmaci
Brand: Edizioni Sapienza
SKU: 9786630090567
Price: 5316.0 INR
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by Sushmita Bhendekar

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ISBN13: 9786630090567
Binding: Paperback
Subject: N/A
Publisher: Edizioni Sapienza
Publisher Imprint: Edizioni Sapienza
Publication Date: May 24, 2026
Pages: 64
Original Price: GBP 42.0
Language: Italian
Edition: N/A
Item Weight: 100 grams
BISAC Subject(s): Pharmacology

About The Book

Questo libro esplora il ruolo trasformativo dell'intelligenza artificiale (AI) nel rivoluzionare il processo di scoperta e sviluppo dei farmaci. Tradizionalmente, lo sviluppo di farmaci � stato un processo lungo, costoso e complesso, con alti tassi di fallimento. Il libro inizia introducendo i fondamenti dell'IA, tra cui l'apprendimento automatico, l'apprendimento profondo e l'analisi dei dati, e la loro importanza per l'industria farmaceutica. Il libro illustra poi come l'IA viene applicata nella fase iniziale della scoperta dei farmaci, in particolare nell'identificazione e nella validazione dei target, dove vengono analizzati grandi insiemi di dati biologici per identificare in modo efficiente i potenziali target dei farmaci. Inoltre, il libro evidenzia gli approcci guidati dall'IA nella progettazione dei farmaci, come la progettazione dei farmaci basata sulla struttura e sui ligandi, dove gli algoritmi prevedono le interazioni molecolari e ottimizzano i composti guida. Il libro tratta anche il ruolo dell'IA negli studi preclinici, aiutando a prevedere la tossicit�, la farmacocinetica e l'efficacia dei farmaci, riducendo cos� il ricorso alla sperimentazione animale.

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