Smart Healthcare Systems
暫譯: 智慧醫療系統

Sinha, Adwitiya, Rathi, Megha

Smart Healthcare Systems
  • 出版商: CRC
  • 出版日期: 2019-07-31
  • 售價: $5,810
  • 貴賓價: 9.5 折 $5,520
  • 語言: 英文
  • 頁數: 232
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 036703056X
  • ISBN-13: 9780367030568

    • 海外代購書籍(需單獨結帳)

相關主題

商品描述

About the Book

The book provides details of applying intelligent mining techniques for extracting & pre-processing medical data from various sources, for application-based healthcare research. Moreover, different datasets are used, thereby exploring real-world case studies related to medical informatics. This book would provide insight to the learners about Machine Learning, Data Analytics, and Sustainable Computing.

Salient Features of the Book

  • Exhaustive coverage of Data Analysis using R

  • Real-life healthcare models for:

    • Visually Impaired

    • Disease Diagnosis & Treatment options

    • Applications of Big Data & Deep Learning in Healthcare

    • Drug Discovery

  • Complete guide to learn the knowledge discovery process, build versatile real life healthcare applications

  • Compare & analyze recent healthcare technologies and trends

Target Audience

This book is mainly targeted at researchers, undergraduate, postgraduate students, academicians, and scholars working in the area of data science and its application to health sciences. Also, the book is beneficial for engineers who are engaged in developing actual healthcare solutions.

商品描述(中文翻譯)

關於本書
本書提供了應用智能挖掘技術從各種來源提取和預處理醫療數據的詳細資訊，以便於基於應用的醫療研究。此外，使用了不同的數據集，探索與醫療資訊學相關的真實案例研究。本書將為學習者提供有關機器學習（Machine Learning）、數據分析（Data Analytics）和可持續計算（Sustainable Computing）的見解。

本書的主要特色


  • 全面涵蓋使用 R 進行數據分析

  • 針對以下主題的真實醫療模型：


    • 視障人士

    • 疾病診斷與治療選擇

    • 大數據與深度學習在醫療中的應用

    • 藥物發現


  • 完整指南，學習知識發現過程，構建多功能的真實醫療應用

  • 比較與分析近期的醫療技術與趨勢

目標讀者
本書主要針對從事數據科學及其在健康科學應用領域的研究人員、本科生、研究生、學者及學術界人士。此外，本書對於從事實際醫療解決方案開發的工程師也具有幫助。

作者簡介

Dr. Adwitiya Sinha received PhD from Jawaharlal Nehru University (JNU), New Delhi. She is recipient of Senior Research Fellowship from CSIR, New Delhi, India & UGC Research Scholarship. Her application-based research is mainly focused on large-scale graphs, data analytics & confluence of sensor-based applications with social networking

Megha Rathi has 10 years of teaching experience. Worked on research project of Xform generator at NIC, Delhi. She has experience in Software development & worked as Project Associate at IIT Delhi. Her research areas include, Data Mining, Data Science Analytics, Health Science & Machine Learning.

作者簡介(中文翻譯)

阿德維提亞·辛哈博士於新德里的賈瓦哈拉爾·尼赫魯大學（JNU）獲得博士學位。她是來自印度新德里的CSIR高級研究獎學金及UGC研究獎學金的獲得者。她的應用型研究主要集中在大規模圖形、數據分析以及基於傳感器的應用與社交網絡的融合。

梅哈·拉提擁有10年的教學經驗。曾在新德里的NIC參與Xform生成器的研究項目。她在軟體開發方面有經驗，並曾擔任德里印度理工學院（IIT Delhi）的項目助理。她的研究領域包括數據挖掘、數據科學分析、健康科學及機器學習。

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