Intelligent Healthcare Systems
The book sheds light on medical cyber-physical systems while addressing image processing microscopy security biomedical imaging automation robotics network layers’ issues software design and biometrics among other areas. Hence solving the dimensionality conundrum caused by the necessity to balance data acquisition image modalities different resolutions dissimilar picture representations subspace decompositions compressed sensing and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing metaheuristic and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses e. g. computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers technology professionals academia and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services. | Intelligent Healthcare Systems
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Details:Intelligent Healthcare Systems
The book sheds light on medical cyber-physical systems while addressing image processing microscopy security biomedical imaging automation robotics network layers’ issues software design and biometrics among other areas. Hence solving the dimensionality conundrum caused by the necessity to balance data acquisition image modalities different resolutions dissimilar picture representations subspace decompositions compressed sensing and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing metaheuristic and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses e. g. computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers technology professionals academia and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services. | Intelligent Healthcare Systems
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Product Description
The book sheds light on medical cyber-physical systems while addressing image processing microscopy security biomedical imaging automation robotics network layers’ issues software design and biometrics among other areas. Hence solving the dimensionality conundrum caused by the necessity to balance data acquisition image modalities different resolutions dissimilar picture representations subspace decompositions compressed sensing and communications constraints. Lighter computational implementations can circumvent the heavy computational burden of healthcare processing applications. Soft computing metaheuristic and deep learning ascend as potential solutions to efficient super-resolution deployment. The amount of multi-resolution and multi-modal images has been augmenting the need for more efficient and intelligent analyses e. g. computer-aided diagnosis via computational intelligence techniques. This book consolidates the work on artificial intelligence methods and clever design paradigms for healthcare to foster research and implementations in many domains. It will serve researchers technology professionals academia and students working in the area of the latest advances and upcoming technologies employing smart systems’ design practices and computational intelligence tactics for medical usage. The book explores deep learning practices within particularly difficult computational types of health problems. It aspires to provide an assortment of novel research works that focuses on the broad challenges of designing better healthcare services. | Intelligent Healthcare Systems
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Brand | CRC Press |
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