{"product_id":"predictive-analytics-for-toxicology-hardback","title":"Predictive Analytics for Toxicology - Hardback","description":"\u003cp\u003ePredictive data science is already in use in many fields, but its application in toxicology is new and sought after by non-animal alternative testing initiatives. \u003cb\u003e\u003ci\u003ePredictive Analytics for Toxicology: Applications in Discovery Science \u003c\/i\u003e\u003c\/b\u003eprovides a comprehensive overview of the application of predictive analytics in the field of toxicology, highlighting its role and applications in discovery science.\u003c\/p\u003e\u003cp\u003eThis book addresses the challenges of accurately predicting high-level endpoints of toxicity and explores the use of computational and artificial intelligence research to automate predictive toxicology. It underscores the importance of predictive toxicology in proposing and explaining adverse outcomes resulting from human exposures to specific toxicants, especially when experimental and observational data on the toxicant are incomplete or unavailable.\u003c\/p\u003e\u003cp\u003eKey features:\u003c\/p\u003e\u003cul\u003e \u003cli\u003eIncludes a plain language description of predictive analytics in toxicology adding an overview of the wide range of applications\u003c\/li\u003e \u003cli\u003eExamines the science of prediction, computational models as an automated science and comprehensive discussions on concepts of machine learning\u003c\/li\u003e \u003cli\u003eOpens the hood on AI and its applications in toxicology\u003c\/li\u003e \u003cli\u003eFeatures coverage on how in silico toxicity predictions are translational science tools\u003c\/li\u003e \u003c\/ul\u003e\u003cp\u003eThe book integrates strategies and practices of predictive toxicology and offers practical information that students and professionals of the toxicology, chemical, and pharmaceutical industries will find essential. It fulfills the expectations of student researchers seeking to learn predictive analytics in toxicology. This book will energize scientists to conduct predictive toxicology modeling using artificial intelligence and machine learning, and inspire students and seasoned scientists interested in automated science to pick up new research using predictive in silico models to evaluate chemical-induced toxicity.\u003c\/p\u003e\u003cp\u003eWith its focus on practical applications and real-world examples, this book serves as a guide for navigating the complex issues and practices of discovery toxicology. It is an essential resource for those interested in computer-based methods in toxicology providing valuable insights into the use of predictive analytics.\u003c\/p\u003e","brand":"Taylor \u0026 Francis","offers":[{"title":"Default Title","offer_id":45546748510446,"sku":"9780367775544","price":285.6,"currency_code":"AUD","in_stock":true}],"url":"https:\/\/bookland.com.au\/products\/predictive-analytics-for-toxicology-hardback","provider":"Book Land AU","version":"1.0","type":"link"}