书目名称 | Deep Learning and Edge Computing Solutions for High Performance Computing |
编辑 | A. Suresh,Sara Paiva |
视频video | |
概述 | Identifies deep learning techniques in mobile edge data analytics and computing environments suitable for applications in healthcare.Introduces big data analytics to the sources available and possible |
丛书名称 | EAI/Springer Innovations in Communication and Computing |
图书封面 |  |
描述 | This book provides an insight into ways of inculcating the need for applying mobile edge data analytics in bioinformatics and medicine. The book is a comprehensive reference that provides an overview of the current state of medical treatments and systems and offers emerging solutions for a more personalized approach to the healthcare field. Topics include deep learning methods for applications in object detection and identification, object tracking, human action recognition, and cross-modal and multimodal data analysis. High performance computing systems for applications in healthcare are also discussed. The contributors also include information on microarray data analysis, sequence analysis, genomics based analytics, disease network analysis, and techniques for big data Analytics and health information technology. |
出版日期 | Book 2021 |
关键词 | Deep Learning in Healthcare Applications; High performance Computing systems in Healthcare Applicatio |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-030-60265-9 |
isbn_softcover | 978-3-030-60267-3 |
isbn_ebook | 978-3-030-60265-9Series ISSN 2522-8595 Series E-ISSN 2522-8609 |
issn_series | 2522-8595 |
copyright | Springer Nature Switzerland AG 2021 |