Deep Learning and Edge Computing Solutions for High Performance Computing

Introduction.- Deep learning methods for applications.- High performance Computing systems for applications in Healthcare.- Hyperspectral data analysis and intelligent systems.- Microarray data analysis.- Sequence analysis.- Genomics based analytics.- Disease network analysis.- Techniques for big data Analytics and health information technology.- Deep Learning and Cross-Media Methods for Big Data Representation.- Mobile edge computing for Large-scale multimodal data acquisition techniques.- Personal Big data driven approaches to collect and analyze large volumes of information from emerging technologies.- Mobile edge computing techniques for healthcare applications.- Swarm intelligence big data computing for healthcare applications.- Conclusion.

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• Tecnologia da informação: aspectos gerais
• Engenharia das comunicações e telecomunicações
• Engenharia electrónica
• Processamento de sinais
• Equipamento e técnicas médicas

Deep Learning in Healthcare Applications;High performance Computing systems in Healthcare Applications;Hyperspectral data analysis and intelligent systems;Mobile edge computing for Large-scale computing;Swarm intelligence based big data computing;Deep learning in medical applications;Heterogenous data processing using deep learning