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Название: Artificial Intelligence and Biological SciencesАвтор: P.V. Mohanan
Издательство: CRC Press
Год: 2025
Страниц: 454
Язык: английский
Формат: epub (true)
Размер: 32.2 MB
Artificial Intelligence (AI) is the ability of machines to simulate the intelligence capability of higher organisms. AI has established its prevalence in many fields like mathematics, physiology, computing, biology and psychology. Ideally, an AI system should respond logically, be self-aware, have the ability to learn from the experience, and be able to discern and respond to external environments. With Deep Learning and Machine Learning algorithms, intellect systems that can perform the activities requiring human intellect, can be developed. Advancements of Artificial Intelligence (AI) in medical and biological sciences have opened new ways for drug development. Novel therapeutic molecules and their target action can be easily predicted and can be modified. AI helps in disease detection and diagnosis faster. The breakthrough of AI is made especially in the area of personalized precision medicine, host-pathogen interaction and predictive epidemiology. These approaches could help in faster decision-making with minimal errors that can improve risk analysis, especially disease diagnosis and selecting treatment strategy. In agricultural practices, an exact combination of fertilizers, pesticides, herbicides, soil management, water requirement analysis, yield prediction and overall crop management can be modified by implementing AI interventions. AI could provide a better improvement in agriculture, medical research, pharmaceuticals and bio-based industries for a sustainable life.
