Deep Learning in Medical Image Analysis: Recent Advances and Future Trends
暫譯: 醫學影像分析中的深度學習:近期進展與未來趨勢

Indrakumari, R., Kumar, T. Ganesh, Murugan, D.

  • 出版商: CRC
  • 出版日期: 2026-07-19
  • 售價: $2,580
  • 貴賓價: 9.5$2,451
  • 語言: 英文
  • 頁數: 186
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032380365
  • ISBN-13: 9781032380360
  • 相關分類: DeepLearning
  • 海外代購書籍(需單獨結帳)

商品描述

The proposed book is designed as a reference text and provides a comprehensive overview of conceptual and practical knowledge about deep learning in medical image processing techniques. It provides a snapshot of the state of current research between deep learning, medical image processing, and healthcare with emphasis on saving human life.

商品描述(中文翻譯)

本書旨在作為參考文本,全面概述有關醫學影像處理技術中的深度學習的概念性和實用知識。它提供了深度學習、醫學影像處理和醫療保健之間當前研究狀況的快照,並強調拯救人類生命的重要性。

作者簡介

Ms. Indrakumari Ranganathan is working as an Assistant Professor, School of Computing Science and Engineering, Galgotias University, NCR Delhi, India. She has completed an M.Tech in Computer and Information Technology from Manonmaniam Sundaranar University, Tirunelveli. Her main thrust areas are Big Data, Internet of Things, Data Mining, Datawarehousing, and its visualization tools like Tableau, Qlikview. She has several top-notch conferences in her resume and has published over 50 quality journal, conference, and book chapters combined.

Dr. T. Ganesh Kumar works as an Associate Professor at the School of Computing Science and Engineering at Galgotias University, Greater Noida, Delhi NCR. He received an ME degree in Computer Science and Engineering from Manonmaniam Sundaranar University, Tamilnadu, India. He completed his full-time PhD degree in Computer Science and Engineering at Manonmaniam Sundaranar University. He received the JRF and SRF during the full-time PhD period. He was a Co-Investigator for two government of India-sponsored funded projects. He has published many reputed international SCI and Scopus-indexed journals and conferences. He is a reviewer of many reputed journals. He has published sixteen patents and one granted design patent in India. He is an Academic Editor in the PlosOne SCIE-indexed journal. He has done the NAAC and NBA accreditation process as a criteria coordinator for the Galgotias University.

Dr. D. Murugan works as a Professor in the Department of Computer Science and Engineering, at Manonmaniam Sundaranar University, Tirunelveli, Tamilnadu. He has more than 25 years of experience in teaching and research. He was a Principal Investigator for two government of India-sponsored funded projects. He has published more than 100 reputed international SCI and Scopus-indexed journals and conferences. He has produced more than 20 doctorates under his PhD guidance. He is an Editor and reviewer of many reputed journals. He was a Syndicate member, Interview Committee member, and Inspection Committee for the affiliated colleges of Manonmaniam Sundaranar University. He visited Singapore, Malaysia, and Dubai for academic contributions.

Dr. Sherimon P.C. is currently working at the Faculty of Computer Studies, Arab Open University (AOU), Oman. He has 21 years of teaching experience in different institutions. He started his career as a Software Engineer and later joined Mahatma Gandhi University, India. In 2004, he joined the Higher College of Technology and worked as the Head of Section in the IT Department. He joined AOU in 2010. He holds two Master's Degree, in Computer Science and Information Technology and a Ph.D. Degree in Computer Science. He won the first National Research award from TRC, Oman in Information and Communication Technology sector. He has published around 42 research papers in Springer, ACM, etc. He has presented papers at various International Conferences in the US, UK, Russia, China, Malaysia, India, Kuwait, Jordan, Ajman, and Oman. He worked as Chairman and Scientific committee member in various conferences. He has also delivered Keynote addresses at various conferences. He serves as the reviewer of TRC and other International Journals.

作者簡介(中文翻譯)

**Indrakumari Ranganathan 女士** 目前擔任印度德里國家首都區 Galgotias 大學計算科學與工程學院的助理教授。她在印度提魯內維利的 Manonmaniam Sundaranar 大學獲得計算機與信息技術的碩士學位。她的主要研究領域包括大數據、物聯網、數據挖掘、數據倉儲及其可視化工具,如 Tableau 和 Qlikview。她的履歷中有多個頂尖會議的參與,並已發表超過 50 篇高品質的期刊、會議論文及書籍章節。

**T. Ganesh Kumar 博士** 目前擔任印度德里國家首都區 Greater Noida 的 Galgotias 大學計算科學與工程學院的副教授。他在印度泰米爾納德邦的 Manonmaniam Sundaranar 大學獲得計算機科學與工程的碩士學位,並在同一所大學完成全日制的計算機科學與工程博士學位。在全日制博士期間,他獲得了 JRF 和 SRF。他曾擔任兩個印度政府資助項目的共同研究者,並在多個知名的國際 SCI 和 Scopus 索引的期刊及會議上發表了許多論文。他是多本知名期刊的審稿人,並在印度獲得了十六項專利及一項授權設計專利。他是 PlosOne SCIE 索引期刊的學術編輯,並作為標準協調員參與了 Galgotias 大學的 NAAC 和 NBA 認證過程。

**D. Murugan 博士** 目前在印度提魯內維利的 Manonmaniam Sundaranar 大學計算機科學與工程系擔任教授。他擁有超過 25 年的教學和研究經驗,曾擔任兩個印度政府資助項目的首席研究員。他在多個知名的國際 SCI 和 Scopus 索引的期刊及會議上發表了超過 100 篇論文,並在其博士指導下培養了超過 20 名博士生。他是多本知名期刊的編輯和審稿人,曾擔任 Manonmaniam Sundaranar 大學附屬學院的聯合會成員、面試委員會成員及檢查委員會成員。他曾前往新加坡、馬來西亞和杜拜進行學術貢獻。

**Sherimon P.C. 博士** 目前在阿曼的阿拉伯開放大學(AOU)計算機學院工作。他在不同機構擁有 21 年的教學經驗,最初以軟體工程師身份開始職業生涯,後來加入了印度的甘地大學。2004 年,他加入高等技術學院,並擔任資訊技術部門的部門負責人。2010 年,他加入 AOU。他擁有計算機科學和信息技術的兩個碩士學位,以及計算機科學的博士學位。他在信息和通信技術領域獲得了阿曼 TRC 的首屆國家研究獎。他在 Springer、ACM 等期刊上發表了約 42 篇研究論文,並在美國、英國、俄羅斯、中國、馬來西亞、印度、科威特、約旦、阿治曼和阿曼的各種國際會議上發表論文。他曾在多個會議中擔任主席和科學委員會成員,並在各種會議上發表主題演講。他還擔任 TRC 和其他國際期刊的審稿人。