Artificial Intelligence in Oncology: Cancer Diagnosis and Treatment, Medical Imaging, and Personalized Medicine
暫譯: 腫瘤學中的人工智慧：癌症診斷與治療、醫學影像及個人化醫療

Mohanty, Sachi Nandan, Rocha, Álvaro, Dutta, Pushan Kumar

Artificial Intelligence in Oncology: Cancer Diagnosis and Treatment, Medical Imaging, and Personalized Medicine
  • 出版商: Springer
  • 出版日期: 2025-10-02
  • 售價: $7,890
  • 貴賓價: 9.5 折 $7,496
  • 語言: 英文
  • 頁數: 706
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031943015
  • ISBN-13: 9783031943010
  • 相關分類: Machine Learning

    • 海外代購書籍(需單獨結帳)

商品描述

The book explores the integration of AI into cancer research and treatment. It covers how AI is transforming cancer diagnosis, improving the accuracy of imaging techniques, and predicting patient outcomes. The content includes discussions on machine learning algorithms for early detection, personalized medicine approaches, and AI-driven drug discovery. Additionally, the book addresses ethical concerns, challenges in implementing AI in clinical practice, and real-world case studies showing the impact of AI in oncology.

The editors hope that the book can inspire new generations of doctors, engineers, and researchers to continue innovating in the field of cancer treatment through AI. The book is meant to serve as a guide for both healthcare and technology professionals in advancing cancer care through AI applications. Medical students, AI researchers, and academics may use the book as a comprehensive guide to understanding the intersection of AI technology and oncology.

商品描述(中文翻譯)

本書探討了人工智慧（AI）在癌症研究和治療中的整合。內容涵蓋了AI如何改變癌症診斷、提高影像技術的準確性以及預測患者的結果。書中包括了有關機器學習演算法在早期檢測、個人化醫療方法以及AI驅動的藥物發現的討論。此外，本書還針對倫理問題、在臨床實踐中實施AI的挑戰，以及展示AI在腫瘤學影響的實際案例進行了探討。

編輯們希望本書能激勵新一代的醫生、工程師和研究人員，通過AI在癌症治療領域持續創新。本書旨在為醫療和技術專業人士提供指導，以推進通過AI應用改善癌症護理。醫學生、AI研究人員和學術界人士可以將本書作為理解AI技術與腫瘤學交集的綜合指南。

作者簡介

Dr. Sachi Nandan Mohanty has been recognized among the Top 2% of World Scientists by Stanford University and Elsevier for the years 2022, 2023, and 2024. He earned his Ph.D. from IIT Kharagpur in 2015 with an MHRD scholarship and completed his Postdoctoral Fellowship at IIT Kanpur in 2019. His research spans data mining, big data analytics, cognitive science, fuzzy decision-making, brain-computer interfaces, and computational intelligence. Dr. Mohanty has authored and edited books published by renowned publishers, and has published over 240 high-quality international journal papers and guided nine Ph.D. scholars and 23 postgraduate students. He received four Best Paper Awards, including recognition from an international conference in Beijing and IIT Roorkee. His Ph.D. thesis was awarded first prize by the Computer Society of India in 2015. He has been granted international travel support four times by India's Department of Science and Technology (DST) for presenting papers and delivering keynote talks globally. He is a Fellow of IEI, IETE, an EAI Ambassador, and a Senior Member of IEEE (Hyderabad Chapter). Dr. Mohanty has also received accolades like the Prof. Ganesh Mishra Memorial Award and Prof. Bhubaneswar Behera Lecture Award from IEI, and Fellow of Indian National Academy of Engineering (INAE).
Álvaro Rocha is recognized among the World's Top 1% Scientists by Stanford University and Elsevier, Top 0.05% by ScholarGPS, and Top 1% by ResearchGate in Information Science and Information Systems. He is a Professor at ISEG, University of Lisbon, and also serves as an Honorary Professor at Amity University and Invited Professor at the University of Calabria. He holds a D.Sc. in Information Science, a Ph.D. in Information Systems, and degrees in Information Management and Computer Science. Prof. Rocha is President of ITMA, Vice-Chair of IEEE SMC Portugal Chapter, and CEO of AMARITS Consulting. He is also the Scientific Manager of a Springer-Nature book series and researcher at ADVANCE and CINTESIS. His work focuses on information systems quality, e-Government, e-Health, and intelligent systems.

Dr. Pushan Kumar Dutta is an Assistant Professor Grade III at Amity University Kolkata in the Electronics and Communication Engineering department. He holds a Ph.D. from Jadavpur University and completed a post-doctorate as an Erasmus Mundus Scholar under the European Union Leaders Program (2015-2016) at the University of Oradea. His research interests include data mining, AI, edge computing, and predictive analytics, with applications in smart cities, healthcare, and sustainability. Dr. Dutta has published over 114 Scopus-indexed articles and numerous works in IEEE Xplore and Springer Lecture Notes. A recipient of the 'Mentor of Change' by NITI Aayog and other awards, he is known for his innovative teaching methods, two Indian patents, and international contributions, including winning an international white paper contest.

作者簡介(中文翻譯)

Dr. Sachi Nandan Mohanty 被史丹佛大學和Elsevier認定為2022、2023和2024年全球前2%的科學家。他於2015年獲得IIT Kharagpur的博士學位，並獲得MHRD獎學金，於2019年完成IIT Kanpur的博士後研究。他的研究範疇包括資料探勘、大數據分析、認知科學、模糊決策、腦機介面和計算智能。Mohanty博士著有和編輯多本由知名出版社出版的書籍，並發表超過240篇高品質的國際期刊論文，指導九位博士生和23位研究生。他獲得四項最佳論文獎，包括來自北京的國際會議和IIT Roorkee的認可。他的博士論文於2015年獲得印度計算機學會的第一名獎項。他四次獲得印度科學與技術部（DST）提供的國際旅行支持，以便在全球發表論文和進行主題演講。他是IEI、IETE的院士，EAI大使，以及IEEE（海得拉巴分會）的高級會員。Mohanty博士還獲得了IEI頒發的Ganesh Mishra紀念獎和Bhubaneswar Behera講座獎，以及印度國家工程院（INAE）的院士稱號。
Álvaro Rocha 被史丹佛大學和Elsevier認定為全球前1%的科學家，並被ScholarGPS評為前0.05%，在資訊科學和資訊系統領域被ResearchGate評為前1%。他是里斯本大學ISEG的教授，同時擔任Amity University的榮譽教授和卡拉布里亞大學的受邀教授。他擁有資訊科學的D.Sc.學位、資訊系統的博士學位，以及資訊管理和計算機科學的學位。Rocha教授是ITMA的會長，IEEE SMC葡萄牙分會的副主席，以及AMARITS Consulting的首席執行官。他還是Springer-Nature書系的科學經理，以及ADVANCE和CINTESIS的研究員。他的研究重點在於資訊系統質量、電子政府、電子健康和智能系統。
Dr. Pushan Kumar Dutta 是Amity University Kolkata電子與通信工程系的三級助理教授。他擁有Jadavpur University的博士學位，並在歐盟領導者計劃（2015-2016）下，作為Erasmus Mundus獎學金獲得者在Oradea大學完成博士後研究。他的研究興趣包括資料探勘、人工智慧、邊緣計算和預測分析，應用於智慧城市、醫療保健和可持續性。Dutta博士已發表超過114篇Scopus索引的文章，以及在IEEE Xplore和Springer Lecture Notes上發表的多篇作品。他是NITI Aayog頒發的「變革導師」獎的獲得者，並因其創新的教學方法、兩項印度專利和國際貢獻而聞名，包括贏得國際白皮書比賽。

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