Name: Machine Learning and Artificial Intelligence in Toxicology and Environmental Health
SKU: 64763725
Price: 647038.00 COP
Availability: InStock
Author: Wei-Chun, PhD Chou;Zhoumeng, PhD Lin
ISBN: 9780443300103

portada Machine Learning and Artificial Intelligence in Toxicology and Environmental Health

Machine Learning and Artificial Intelligence in Toxicology and Environmental Health

Formato

Libro Físico

Editorial

Academic Press Inc

Autor

Wei-Chun, PhD Chou;Zhoumeng, PhD Lin

Año

2025

N° páginas

464

Encuadernación

Tapa Blanda

Dimensiones

23.5x19.1 cm

ISBN13

9780443300103

Machine Learning and Artificial Intelligence in Toxicology and Environmental Health

Wei-Chun, Phd Chou;Zhoumeng, Phd Lin (Autor) · Academic Press Inc · Tapa Blanda

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Reseña del libro "Machine Learning and Artificial Intelligence in Toxicology and Environmental Health"

Machine Learning and Artificial Intelligence in Toxicology and Environmental Health introduces the fundamental concepts and principles of machine learning and AI, providing clear explanations on applying these methods to toxicology and environmental health. The book delves into predictions of chemical ADMET properties, development of PBPK and QSAR models, toxicogenomic analysis, and the evaluation of high-throughput in vitro assays. It aims to guide readers in adapting machine learning and AI techniques to various research problems within these fields. Additionally, the text explores ecotoxicology assessment, impacts of air pollution, climate change, food safety, and chemical risk assessment. It includes case studies, hands-on computer exercises, and example codes, making it a comprehensive resource for researchers, academics, students, and industry professionals. The book highlights how AI can enhance risk assessment, predict environmental hazards, and speed up the identification of harmful substances.