A Beginner's Guide to Medical Application Development with Deep Convolutional Neural Networks
暫譯: 深度卷積神經網絡醫療應用開發入門指南
Biswas, Snehan, Mukherjee, Amartya, Dey, Nilanjan
- 出版商: CRC
- 出版日期: 2024-12-02
- 售價: $4,540
- 貴賓價: 9.5 折 $4,313
- 語言: 英文
- 頁數: 184
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 1032589272
- ISBN-13: 9781032589275
海外代購書籍(需單獨結帳)
商品描述
This book serves as source of introductory material and reference for medical application development and related technologies by providing the detailed implementation of the cutting-edge deep learning methodologies. It targets the cloud based advanced medical application developments using open-source python based deep learning libraries.
商品描述(中文翻譯)
本書作為醫療應用開發及相關技術的入門資料和參考來源，提供了尖端深度學習方法的詳細實作。它針對基於雲端的先進醫療應用開發，使用開源的 Python 深度學習庫。
作者簡介
Snehan Biswas, is a Senior System Analyst in the department of Machine Learning and IoT, IEMA Research & Development Private Limited, India. He is a graduate in Electronics & Communication Engineering from University of Engineering and Management, Kolkata, India. His research interest includes Medical Image Processing, Machine Learning, Deep Learning, DevOps, Edge and Cloud computing. He has written several research articles in the field of Deep Learning, Machine learning, and Cloud Computing.
Amartya Mukherjee, is Head of the Department in the Department of CSE(AIML), Institute of Engineering & Management, Kolkata, India. He is currently doing his research at the Maulana Abul Kalam Azad University of Technology, West Bengal, India. He holds a master's degree in Computer Science and Engineering from the NIT, Durgapur, West Bengal, India. His research interest includes Machine Learning, Deep Learning, IoT, Wireless communication, Sensor networks, healthcare. He has written many research articles and books in the domain of IoT, Machine learning, Bio medical systems, Sensor networks.
Nilanjan Dey, is an Associate Professor in Department of Computer Science & Engineering at Techno International New Town, New Town, Kolkata, India. He is a visiting fellow of the University of Reading, UK. He is a Visiting Professor at Wenzhou Medical University, China and Duy Tan University, Vietnam, He was an honorary Visiting Scientist at Global Biomedical Technologies Inc., CA, USA (2012-2015). He was awarded his PhD. from Jadavpur Univeristy in 2015. He has authored/edited more than 45 books with several reputed publishers, and published more than 300 papers. His main research interests include Medical Imaging, Machine learning, Computer Aided Diagnosis, Data Mining etc. He is the Indian Ambassador of International Federation for Information Processing (IFIP) - Young ICT Group. Recently, he has been awarded as one among the top 10 most published academics in the field of Computer Science in India (2015-17).
作者簡介(中文翻譯)
Snehan Biswas 是印度 IEMA 研究與開發有限公司機器學習與物聯網部門的高級系統分析師。他畢業於印度加爾各答工程與管理大學的電子與通信工程專業。他的研究興趣包括醫學影像處理、機器學習、深度學習、DevOps、邊緣計算和雲計算。他在深度學習、機器學習和雲計算領域撰寫了多篇研究文章。
Amartya Mukherjee 是印度加爾各答工程與管理學院計算機科學與工程（人工智慧與機器學習）系的系主任。他目前在印度西孟加拉邦的馬烏拉納·阿布爾·卡拉姆·阿扎德科技大學進行研究。他擁有印度西孟加拉邦杜爾卡普爾國立技術學院的計算機科學與工程碩士學位。他的研究興趣包括機器學習、深度學習、物聯網、無線通信、感測器網絡和醫療保健。他在物聯網、機器學習、生物醫學系統和感測器網絡領域撰寫了許多研究文章和書籍。
Nilanjan Dey 是印度加爾各答新城科技國際學院計算機科學與工程系的副教授。他是英國雷丁大學的訪問研究員，也是中國溫州醫科大學和越南杜伊坦大學的訪問教授。他曾擔任美國加州全球生物醫學技術公司的榮譽訪問科學家（2012-2015）。他於2015年在加爾各答的賈達夫普爾大學獲得博士學位。他與多家知名出版社合作，撰寫或編輯了超過45本書籍，並發表了300多篇論文。他的主要研究興趣包括醫學影像、機器學習、計算機輔助診斷和數據挖掘等。他是國際資訊處理聯合會（IFIP）- 青年資訊通信技術小組 的印度大使。最近，他被評選為2015年至2017年印度計算機科學領域發表論文最多的前10位學者之一。
