IA e farmacologia de rede na descoberta e reorientação de medicamentos

Name: IA e farmacologia de rede na descoberta e reorientação de medicamentos
Brand: Edicoes Nosso Conhecimento
SKU: 9786209900839
Price: 5206.0 INR
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by Mubaraq Damilare Yussuf

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ISBN13: 9786209900839
Binding: Paperback
Subject: N/A
Publisher: Edicoes Nosso Conhecimento
Publisher Imprint: Edicoes Nosso Conhecimento
Publication Date: April 21, 2026
Pages: 64
Original Price: USD 58.0
Language: Portuguese
Edition: N/A
Item Weight: 100 grams
BISAC Subject(s): Pharmacology

About The Book

Esta an�lise explora a forma como as abordagens computacionais, em particular a intelig�ncia artificial (IA) e a farmacologia de rede, est�o a transformar a reorienta��o de medicamentos. Explica como as t�cnicas de IA, como a aprendizagem autom�tica, a aprendizagem profunda e o processamento de linguagem natural, permitem a previs�o r�pida das intera��es f�rmaco-alvo e a descoberta de novas utiliza��es terap�uticas para os medicamentos existentes. A farmacologia de rede complementa esta abordagem, proporcionando uma compreens�o das doen�as a n�vel sist�mico atrav�s de uma an�lise baseada em m�ltiplos alvos e vias, ultrapassando o modelo tradicional de um f�rmaco e um alvo.O estudo destaca a integra��o de dados multi�micos (gen�mica, prote�mica, metabol�mica) e a utiliza��o de bases de dados como o DrugBank e o STRING para aumentar a precis�o das previs�es. Apresenta tamb�m estudos de casos reais em que os medicamentos foram reorientados com �xito para o cancro, doen�as infecciosas e neurodegenerativas.No entanto, subsistem desafios como a heterogeneidade dos dados, a interpretabilidade dos algoritmos, as limita��es de valida��o e as preocupa��es �ticas. A revis�o conclui que a combina��o da IA com a farmacologia de rede oferece uma abordagem poderosa e econ�mica para acelerar a descoberta de medicamentos e fazer avan�ar a medicina de precis�o.

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