Intelligenza artificiale nella scienza farmaceutica

Name: Intelligenza artificiale nella scienza farmaceutica
Brand: Edizioni Sapienza
SKU: 9786630044690
Price: 5321.0 INR
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by Priyanka Kanhe , Pranav Mhaske , Sakshi Solunke

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ISBN13: 9786630044690
Binding: Paperback
Subject: N/A
Publisher: Edizioni Sapienza
Publisher Imprint: Edizioni Sapienza
Publication Date: May 26, 2026
Pages: 88
Original Price: GBP 42.0
Language: Italian
Edition: N/A
Item Weight: 127 grams
BISAC Subject(s): Pharmacology

About The Book

L'intelligenza artificiale (IA) � una branca dell'informatica che consente alle macchine di svolgere compiti quali l'apprendimento, il ragionamento e il processo decisionale in modo simile agli esseri umani. Nel campo della scienza farmaceutica, l'IA svolge un ruolo importante nel migliorare la scoperta, lo sviluppo e la produzione di farmaci, nonch� l'assistenza ai pazienti.1. Nozioni di base sull'IA e sull'apprendimento automatico L'apprendimento automatico (ML) � una branca dell'IA che consente ai computer di apprendere dai dati senza essere programmati. Aiuta ad analizzare dati chimici, biologici e clinici per prevedere l'attivit�, la tossicit� e l'efficacia dei farmaci. Il deep learning e le reti neurali migliorano l'accuratezza nell'analisi delle immagini, nella previsione delle malattie e nella progettazione dei farmaci. 2. L'IA nella scoperta e nello sviluppo di farmaci L'IA rende la scoperta di farmaci pi� veloce ed economica attraverso: L'identificazione dei bersagli farmacologici Lo screening dei composti candidati La previsione dell'attivit� dei farmaci utilizzando il QSAR L'esecuzione di screening virtuali La progettazione di nuovi farmaci (progettazione de novo) La previsione delle propriet� ADMET L'IA aiuta anche a sviluppare medicinali personalizzati e a migliorare i risultati.

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