Download the fantastic book titled Machine Learning Big Data and IoT for Medical Informatics written by Pardeep Kumar, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Machine Learning Big Data and IoT for Medical Informatics", which was released on 13 June 2021. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Computers genre.
Summary of Machine Learning Big Data and IoT for Medical Informatics by Pardeep Kumar PDF
Machine Learning, Big Data, and IoT for Medical Informatics focuses on the latest techniques adopted in the field of medical informatics. In medical informatics, machine learning, big data, and IOT-based techniques play a significant role in disease diagnosis and its prediction. In the medical field, the structure of data is equally important for accurate predictive analytics due to heterogeneity of data such as ECG data, X-ray data, and image data. Thus, this book focuses on the usability of machine learning, big data, and IOT-based techniques in handling structured and unstructured data. It also emphasizes on the privacy preservation techniques of medical data. This volume can be used as a reference book for scientists, researchers, practitioners, and academicians working in the field of intelligent medical informatics. In addition, it can also be used as a reference book for both undergraduate and graduate courses such as medical informatics, machine learning, big data, and IoT. Explains the uses of CNN, Deep Learning and extreme machine learning concepts for the design and development of predictive diagnostic systems. Includes several privacy preservation techniques for medical data. Presents the integration of Internet of Things with predictive diagnostic systems for disease diagnosis. Offers case studies and applications relating to machine learning, big data, and health care analysis.
Detail About Machine Learning Big Data and IoT for Medical Informatics PDF
- Author : Pardeep Kumar
- Publisher : Academic Press
- Genre : Computers
- Total Pages : 458 pages
- ISBN : 0128217812
- Release Date : 13 June 2021
- PDF File Size : 22,6 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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