Titlebook: Intelligent Systems in Medicine and Health; The Role of AI Trevor A. Cohen,Vimla L. Patel,Edward H. Shortliff Textbook 2022 The Editor(s) (

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Interpreting Medical Images deep learning. Methods ranging from convolutional neural networks to generative adversarial networks have found myriad applications in medical imaging, propelling it forward at a rapid pace. AI excels at recognizing and localizing intricate patterns from images and providing quantitative assessment

Connotation

Public Health Applicationsnd algorithms, these novel data sources have prompted research into the application of AI in public health. Some research advances have translated into the use of AI to support essential public health functions such as surveillance, but progress has been uneven and there are barriers and risks to th

全能

AI in Translational Bioinformatics and Precision Mediciner each problem, we review its characteristics, how these characteristics guide the selection and development of an AI technique to solve the problem, and provide examples of state-of-the-art AI techniques used for this purpose. We also present general strategies for quality control, a critical step

宣称

Health Systems Managementof health systems have become a critical area for improvement. Since many of these decisions involve drawing inferences from information regarding trends in health care and analysis of multiple sources of information, AI—especially predictive modeling—has been applied. This has led to demonstrations

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Intelligent Systems in Learning and Educationnability, medical image interpretation, clinical decision support, conversational agents and cognitive informatics. Most current digital applications in learning deliver pre-scripted information, with sequencing changes based on user interaction. An intelligent system customizes its content and deli

Ossification

Ron C. Li,Naveen Muthu,Tina Hernandez-Boussard,Dev Dash,Nigam H. Shahplication-oriented as well as from scientific reasons. First, a knowledge of diffusion is basic to an understanding of many microstructural changes that occur in solid matter at elevated temperatures. For processes like phase transformations, precipitation or dissolution of a second phase, recrystal

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plication-oriented as well as from scientific reasons. First, a knowledge of diffusion is basic to an understanding of many microstructural changes that occur in solid matter at elevated temperatures. For processes like phase transformations, precipitation or dissolution of a second phase, recrystal

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Seizure

Riccardo Bellazzi,Arianna Dagliati,Giovanna Nicoraplication-oriented as well as from scientific reasons. First, a knowledge of diffusion is basic to an understanding of many microstructural changes that occur in solid matter at elevated temperatures. For processes like phase transformations, precipitation or dissolution of a second phase, recrystal