Advanced ML for Complex Medical by Saumendra Kumar Mohapatra (.ePUB)+

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File Size: 11.7 MB

Advanced Machine Learning for Complex Medical Data Analysis by Saumendra Kumar Mohapatra, Mihir Narayan Mohanty, Rashmita Khilar
Requirements: .ePUB, .PDF reader, 11.7 MB
Overview: Advanced Machine Learning for Complex Medical Data Analysis is a definitive guide to leveraging Machine Learning to solve critical challenges in medical data analysis. This book discusses cutting-edge methodologies, from predictive modeling to neural networks, tailored to address the unique complexities of medical and healthcare data. It combines theoretical frameworks with practical applications, ensuring readers gain a comprehensive understanding of both concepts and real-world implementations. The book covers diverse topics, including medical image denoising, the transformative role of GANs, IoT applications in healthcare, early disease detection using speech data, and COVID detection using autoencoders. It also explores the impact of big data, statistical approaches to medical analytics, and public health improvements through technology.
Genre: Non-Fiction > Tech & Devices

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