Machine Learning, Big Data, and IoT for Medical Informatics

Machine Learning, Big Data, and IoT for Medical Informatics

Pardeep Kumar, Yugal Kumar, Mohamed A. Tawhid
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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.

년:
2021
판:
1
출판사:
Academic Press
언어:
english
페이지:
320
ISBN 10:
0128217774
ISBN 13:
9780128217771
시리즈:
Intelligent Data-Centric Systems: Sensor Collected Intelligence
파일:
PDF, 23.08 MB
IPFS:
CID , CID Blake2b
english, 2021
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