Machine Learning and IoT Applications for Health Informatics

Preface. Machine Learning and the Role of IoT in Health Informatics. Bioconductor Packages to Perform Tensor Decomposition Based Unsupervised Feature Extraction. Smart Health: Advancements in Machine Learning and the Internet of Things Solutions. A Study Aimed at Presenting Methodologies for Enhancing Cost Efficiency in Healthcare Systems Based on Internet of Things (IoT)by Incorporating Sophisticated Deep Learning and Artificial Intelligence Techniques. Transforming Healthcare through Machine Learning and the Internet of Things. IoT-powered AI for Precise Pneumonia Detection in Chest X-Rays. Tensor Decomposition in Genomics. IoT, Artificial Intelligence and Cyber Security: The ParadigmsFraming the Future of Digital Healthcare. Integrating IoT, Analytics and Deep Learning in ECG for Cardiovascular care. Transfer Learning for Multiclass Classification of Bone Marrow Cells. Machine Learning, Deep Learning and IoT in Smart Healthcare for Retinal Diseases Management. Index.

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• Biologia, ciências da vida
• As redes neurais e sistemas nebulosos
• Engenharia do controlo automático
• Sistemas e serviços de saude
• Engenharia biomédica
• Empresas públicas / nacionalizações

Convolutional Neural Network;Medical Image Analysis;Support Vector Machine;Segementation;Image Classification;Deep Learning