Artificial Intelligence in Bioinformatics and Chemoinformatics
商品資訊
ISBN13:9781032396576
出版社:PBKTYFRL
作者:Pathak; Yashwant (Sullivan University; Louisville; Kentucky; USA); Saikia; Surovi (Department of Biotechnology; Bharathiar University; India); Pathak; Sarvadaman (MD University of South Florida; Tampa
出版日:2023/09/19
裝訂/頁數:精裝/272頁
規格:17.8cm*25.4cm (高/寬)
商品簡介
The authors aim to shed light on the practicality of using machine learning in finding complex chemoinformatics and bioinformatics applications as well as identifiying AI in biological and chemical data points. The chapters are designed in such a way that they highlight the important role of AI in chemistry and bioinformatics particularly for the classification of diseases, selection of features and compounds, dimensionality reduction and more. In addition, they assist in the organization and optimal use of data points generated from experiments performed using AI techniques. This volume discusses the development of automated tools and techniques to aid in research plans.
Features
- Discusses computational methods in cancer, genome mapping, and stem cell research
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