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Deep Learning in Medical Image Processing and Analysis: Khaled Rabie, Chandran Karthik, Subrata Chowdhury, Pushan Kumar Dutta Deep Learning in Medical Image Processing and Analysis
Khaled Rabie, Chandran Karthik, Subrata Chowdhury, Pushan Kumar Dutta
R3,226 R2,916 Discovery Miles 29 160 Save R310 (10%) Ships in 18 - 22 working days

Medical images, in various formats, are used by clinicians to identify abnormalities or markers associated with certain conditions, such as cancers, diseases, abnormalities or other adverse health conditions. Deep learning algorithms use vast volumes of data to train the computer to recognise certain features in the images that are associated with the disease or condition that you wish to identify. Whilst analysing the images by eye can take a lot of time, deep learning algorithms have the benefit of reviewing medical images at a faster rate than a human can, which aids the clinician, speeding up diagnoses and freeing up clinicians' time for other duties. Deep Learning in Medical Image Processing and Analysis introduces the fundamentals of deep learning for biomedical image analysis for applications including ophthalmology, cancer detection and heart disease. The book considers the principles of multi-instance feature selection, swarm optimisation, parallel processing models, artificial neural networks, support vector machines, as well as their design and optimisation, in biomedical applications. Topics such as data security, patient confidentiality, effectiveness and reliability will also be discussed. Written by an international team of experts, this edited book covers principles and applications for industry and academic researchers, scientists, engineers, developers, and designers in the fields of machine learning, deep learning, AI, image processing, signal processing, computer science or related fields. It will also be of interest to standards bodies and regulators, and clinicians using deep learning models.

IoT as a Service - 8th EAI International Conference, IoTaaS 2022, Virtual Event, November 17-18, 2022, Proceedings (1st ed.... IoT as a Service - 8th EAI International Conference, IoTaaS 2022, Virtual Event, November 17-18, 2022, Proceedings (1st ed. 2023)
Khaled Rabie, Rupak Kharel, Lina Mohjazi, Taissir Elganimi, Wali Ullah Khan
R1,727 Discovery Miles 17 270 Ships in 18 - 22 working days

This book constitutes the refereed proceedings of the 8th EAI International Conference on IoT as a Service, IoTaaS 2022 was held virtually due to the COVID-19 crisis. The 17 full papers and 10 short papers included in this book were carefully reviewed and selected from 50 submissions. They were organized in topical sections as follows: ​Next generation wireless networks, Internet of Things, Artificial Intelligence, Wireless Communications, Vehicular Networks, Resource Optimization, Satellite communications and Machine Learning, Network Security.

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