Design and Forecasting Models for Disease Management
暫譯: 疾病管理的設計與預測模型
Dutta, Pijush, Cengiz, Korhan, Sadhu, Arindam
- 出版商: Wiley
- 出版日期: 2025-04-01
- 售價: $7,520
- 貴賓價: 9.5 折 $7,144
- 語言: 英文
- 頁數: 336
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 139423404X
- ISBN-13: 9781394234042
海外代購書籍(需單獨結帳)
相關主題
商品描述
The book provides an essential overview of AI techniques in disease management and how these computational methods can lead to further innovations in healthcare.
Design and Forecasting Models for Disease Management is a resourceful volume of 13 chapters that elaborates on computational methods and how AI techniques can aid in smart disease management. It contains several statistical and AI techniques that can be used to acquire data on many different diseases. The main objective of this book is to demonstrate how AI techniques work for early disease detection and forecasting useful information for medical experts. As such, this volume intends to serve as a resource to elicit and elaborate on possible intelligent mechanisms for helping detect early signs of diseases. Additionally, the book examines numerous machine learning and data analysis techniques in the biomedical field that are used for detecting and forecasting disease management at the cellular level. It discusses various applications of image segmentation, data analysis techniques, and hybrid machine learning techniques for illnesses, and encompasses modeling, prediction, and diagnosis of disease data.
Audience
Researchers, engineers and graduate students in the fields of computational biology, information technology, bioinformatics, and epidemiology.
商品描述(中文翻譯)
這本書提供了有關人工智慧（AI）技術在疾病管理中的基本概述，以及這些計算方法如何促進醫療保健的進一步創新。
《疾病管理的設計與預測模型》是一本包含13章的資源豐富的書籍，詳細闡述了計算方法以及AI技術如何協助智能疾病管理。書中包含多種統計和AI技術，可用於獲取有關多種疾病的數據。本書的主要目標是展示AI技術如何用於早期疾病檢測和為醫療專家預測有用信息。因此，本書旨在作為一個資源，以引出和闡述可能的智能機制，幫助檢測疾病的早期跡象。此外，該書還探討了生物醫學領域中多種機器學習和數據分析技術，這些技術用於在細胞層面檢測和預測疾病管理。它討論了圖像分割、數據分析技術和混合機器學習技術在疾病中的各種應用，並涵蓋了疾病數據的建模、預測和診斷。
受眾
計算生物學、資訊技術、生物資訊學和流行病學領域的研究人員、工程師和研究生。
作者簡介
Pijush Dutta, PhD, is an assistant professor and head of the Department of Electronics and Communication Engineering at Greater Kolkata College of Engineering and Management, West Bengal, India, with over 11 years of teaching and over seven years of research experience. He has published eight books, as well as 14 patents and over 100 research articles in national and international journals and conferences. His research interests include sensors and transducers, nonlinear process control systems, the Internet of Things (IoT), and machine and deep learning.
Sudip Mandal, PhD, is an assistant professor in the Electronics and Communication Engineering Department at Jalpaiguri Government Engineering College, India. He has over 50 publications in national and international peer-reviewed journals and conferences, as well as two Indian patents and two books. He is a member of the Institute of Electrical and Electronics Engineers' Computational Intelligence Society.
Korhan Cengiz, PhD, is an associate professor in the Department of Computer Engineering at Istinye University, Istanbul, Turkey. He has published over 40 articles in international peer-reviewed journals, five international patents, and edited over ten books. His research interests include wireless sensor networks, wireless communications, and statistical signal processing.
Arindam Sadhu, PhD, is an assistant professor in the Electronics and Communication Engineering Department at Swami Vivekananda University, West Bengal, India, with over five years of teaching and over three years of research experience. He has published two international patents and over ten articles in national and international journals and conferences. His research interests include post-complementary metal-oxide-semiconductor transistors, quantum computing, and quantum dot cellular automata.
Gour Gopal Jana is an assistant professor in the Electronics and Communication Engineering Department at Greater Kolkata College of Engineering and Management, West Bengal, India, with over 13 years of teaching and over three years of research experience. He has published two international patents and over ten research articles in national and international journals and conference proceedings. His research interests include metal thin film sensors, biosensors, nanobiosensors, and nanocomposites.
作者簡介(中文翻譯)
Pijush Dutta, PhD, 是印度西孟加拉邦大加爾各答工程與管理學院電子與通信工程系的助理教授及系主任，擁有超過11年的教學經驗和超過七年的研究經驗。他已出版八本書籍，並擁有14項專利以及超過100篇在國內外期刊和會議上發表的研究文章。他的研究興趣包括傳感器和變換器、非線性過程控制系統、物聯網（IoT）以及機器學習和深度學習。
Sudip Mandal, PhD, 是印度賈爾帕伊古里政府工程學院電子與通信工程系的助理教授。他在國內外的同行評審期刊和會議上發表了超過50篇論文，並擁有兩項印度專利和兩本書籍。他是電氣和電子工程師學會計算智能學會的成員。
Korhan Cengiz, PhD, 是土耳其伊斯坦堡Istinye大學計算機工程系的副教授。他在國際同行評審期刊上發表了超過40篇文章，擁有五項國際專利，並編輯了超過十本書籍。他的研究興趣包括無線傳感器網絡、無線通信和統計信號處理。
Arindam Sadhu, PhD, 是印度西孟加拉邦斯瓦米維韋卡南達大學電子與通信工程系的助理教授，擁有超過五年的教學經驗和超過三年的研究經驗。他已獲得兩項國際專利，並在國內外期刊和會議上發表了超過十篇文章。他的研究興趣包括後補金屬氧化物半導體晶體管、量子計算和量子點細胞自動機。
Gour Gopal Jana 是印度西孟加拉邦大加爾各答工程與管理學院電子與通信工程系的助理教授，擁有超過13年的教學經驗和超過三年的研究經驗。他已獲得兩項國際專利，並在國內外期刊和會議論文集中發表了超過十篇研究文章。他的研究興趣包括金屬薄膜傳感器、生物傳感器、納米生物傳感器和納米複合材料。
