Design And Forecasting Models For Disease Management
DOWNLOAD
Download Design And Forecasting Models For Disease Management PDF/ePub or read online books in Mobi eBooks. Click Download or Read Online button to get Design And Forecasting Models For Disease Management book now. This website allows unlimited access to, at the time of writing, more than 1.5 million titles, including hundreds of thousands of titles in various foreign languages. If the content not found or just blank you must refresh this page
Design And Forecasting Models For Disease Management
DOWNLOAD
Author : Pijush Dutta
language : en
Publisher: John Wiley & Sons
Release Date : 2025-04-15
Design And Forecasting Models For Disease Management written by Pijush Dutta and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-15 with Science categories.
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.
Ai Model Design And Data Management For Disease Prediction
DOWNLOAD
Author : Muniasamy, Anandhavalli
language : en
Publisher: IGI Global
Release Date : 2025-07-09
Ai Model Design And Data Management For Disease Prediction written by Muniasamy, Anandhavalli and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-07-09 with Medical categories.
The design of artificial intelligence (AI) models for disease prediction advances fields that combine medical expertise, data science, and computational power to improve diagnostic accuracy and patient outcomes. The design of predictive models is central to this process, tailored to analyze complex healthcare data. Effective data management in healthcare involves the collection, integration, and storage of high-quality clinical and biomedical datasets. Ensuring data privacy and addressing biases are challenges that must be navigated to develop reliable and ethical AI systems. Thoughtful model design and effective data management strategies may ensure earlier detection, personalized treatment, and better resource allocation in modern healthcare systems. AI Model Design and Data Management for Disease Prediction explores the integration of intelligent technologies into medical prediction and diagnosis. It examines the usage of AI for enhanced healthcare data management. This book covers topics such as data science, medical imaging, and prediction models, and is a useful resource for computer engineers, medical professionals, academicians, researchers, and data scientists.
Plant Pathology
DOWNLOAD
Author : L.P. Awasthi
language : en
Publisher: CRC Press
Release Date : 2024-12-18
Plant Pathology written by L.P. Awasthi and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-18 with Science categories.
Plant Pathology is a valuable, much-needed resource in plant pathological science. In a world where agriculture sustains life, the battle against crop diseases is paramount. This book is a comprehensive guide to understanding and managing disease threats. Plant Pathology dives into the intricate world of plant diseases. Authored by leading experts in the field, this book offers a comprehensive overview of plant pathology, covering everything from the fundamentals of disease development to advanced management strategies. Explore the fascinating mechanisms behind pathogen invasion and host response, unraveling the complex interactions that dictate disease outcomes. Delve into the diverse array of pathogens—from fungi and bacteria to viruses and nematodes—that wreak havoc on crops worldwide. This book doesn't stop at diagnosis but equips readers with the knowledge and tools to combat these threats effectively. The latest cutting-edge techniques in disease management, from cultural practices and biological control to the latest developments in genetic resistance, and chemical intervention are described. Important Features This book encompasses comprehensive coverage of the most essential topics including: 1. A comprehensive exploration of crop diseases, authored by leading experts. 2. Fundamental concepts of disease development and advanced management strategies. 3. Insights into pathogen invasion and host response mechanisms, spanning fungi, bacteria, viruses, and nematodes. 4. The latest techniques in disease management, including cultural practices, biological control, and genetic resistance. 5. Practical recommendations and case studies. This book equips researchers, plant pathology degree students, and farmers with the knowledge to safeguard crops, enhance yields, and ensure food security.
Information System Design Ai And Ml Applications
DOWNLOAD
Author : Vikrant Bhateja
language : en
Publisher: Springer Nature
Release Date : 2024-12-18
Information System Design Ai And Ml Applications written by Vikrant Bhateja and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-18 with Computers categories.
This book presents a collection of high-quality, peer-reviewed research papers from the 8th International Conference on Information System Design and Intelligent Applications (ISDIA 2024), held in Dubai, UAE, from 3 - 4 January 2024. It covers a wide range of topics in computer science and information technology, including data mining and data warehousing, high-performance computing, parallel and distributed computing, computational intelligence, soft computing, big data, cloud computing, grid computing, cognitive computing, and information security.
Handbook Of Climate Change And Agroecosystems The Agricultural Model Intercomparison And Improvement Project Agmip Integrated Crop And Economic Assessments Joint Publication With Asa Cssa And Sssa In 2 Parts
DOWNLOAD
Author : Daniel Hillel
language : en
Publisher: World Scientific
Release Date : 2015-02-13
Handbook Of Climate Change And Agroecosystems The Agricultural Model Intercomparison And Improvement Project Agmip Integrated Crop And Economic Assessments Joint Publication With Asa Cssa And Sssa In 2 Parts written by Daniel Hillel and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-02-13 with Science categories.
“Top agricultural scientists from around the world have taken up the challenge of sustainable agriculture, with the specific focus on integrating agronomic, climatological, biophysical and socio-economic perspectives and processes. Every chapter (of the Handbook) contributes to addressing the growing food-security challenges facing the world.”Foreword by Jeffrey Sachs, Director of the Earth Institute at Columbia UniversityClimate effects on agriculture are of increasing concern in both the scientific and policy communities because of the growing population and the greater uncertainty in the weather during growing seasons. Changes in production are directly linked to variations in temperature and precipitation during the growing season and often to the offseason changes in weather because of soil water storage to replenish the soil profile. This is not an isolated problem but one of worldwide interest because each country has concerns about their food security.The Agricultural Model Intercomparison and Improvement Project (AgMIP) was developed to evaluate agricultural models and intercompare their ability to predict climate impacts. In sub-Saharan Africa and South Asia, South America and East Asia, AgMIP regional research teams (RRTs) are conducting integrated assessments to improve understanding of agricultural impacts of climate change (including biophysical and economic impacts) at national and regional scales. Other AgMIP initiatives include global gridded modeling, data and information technology (IT) tool development, simulation of crop pests and diseases, site-based crop-climate sensitivity studies, and aggregation and scaling.
Building And Delivering Sustainability Solutions Insights Methods And Case Studies
DOWNLOAD
Author : Nathaniel K. Newlands
language : en
Publisher: Frontiers Media SA
Release Date : 2019-10-18
Building And Delivering Sustainability Solutions Insights Methods And Case Studies written by Nathaniel K. Newlands and has been published by Frontiers Media SA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-18 with categories.
Sustaining ecosystems to deliver what people need and value, while mitigating and adapting to global climate change and extreme event impacts, presents a complex set of environmental, economic, and social challenges in ensuring resilient and sustainable food production. The Climate Smart Landscape (CSL) approach has emerged as an integrated management strategy to address the increasing pressures on agricultural production, ecosystem conservation, rural livelihoods, climate change mitigation and adaptation. Deploying cheaper, more accurate, and efficient technology enables the harnessing of big data for use in solving sustainability challenges. With improved integrated analytical frameworks, statistical approaches, spatially- explicit models and indices, the CSL approach can be further developed and applied for more resilient, productive, and sustainable ecosystems. This eBook brings together original research, review, hypothesis, theory, and technology report articles, involving 87 authors from 9 countries across Asia, Europe, and North America. These articles present new methodological and technological innovation, findings, and insights across four themes: (1) landscape productivity and crop suitability, (2) variable crop requirements for water and nutrients, (3) crop health status, phenology, and phenotyping, and (4) crop disease assessment and prediction under integrated pest management (IPM).
Natural Resource Management Issues In Human Influenced Landscapes
DOWNLOAD
Author : Hemachandra, Dilini
language : en
Publisher: IGI Global
Release Date : 2024-08-22
Natural Resource Management Issues In Human Influenced Landscapes written by Hemachandra, Dilini and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-22 with Nature categories.
Researchers working on natural resource management issues in human-influenced landscapes need to be able to elicit both biophysical and socio-economic information and explore the interactions between these realms to identify appropriate management options. Biophysical scientists are increasingly interested in researching natural resource management. This, however, requires a sensitivity to the socio-ecological dimensions in a landscape and at least a basic understanding of how to incorporate such in the research designing phase. Natural Resource Management Issues in Human-Influenced Landscapes documents the firsthand research designing experience of prolific researchers for the knowledge of budding researchers, which is not usually shared in journal publications. The chapters showcase cases narrated by the authors about their field experiences and cross-country comparisons. Covering topics such as biodiversity, plant genetic resources, and sustainable production, this premier reference source is an essential resource for ecologists, government officials, students and educators of higher education, librarians, researchers, and academicians.
Computational Intelligence For Genomics Data
DOWNLOAD
Author : Babita Pandey
language : en
Publisher: Elsevier
Release Date : 2025-01-21
Computational Intelligence For Genomics Data written by Babita Pandey and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-21 with Computers categories.
Computational Intelligence for Genomics Data presents an overview of machine learning and deep learning techniques being developed for the analysis of genomic data and the development of disease prediction models. The book focuses on machine and deep learning techniques applied to dimensionality reduction, feature extraction, and expressive gene selection. It includes designs, algorithms, and simulations on MATLAB and Python for larger prediction models and explores the possibilities of software and hardware-based applications and devices for genomic disease prediction. With the inclusion of important case studies and examples, this book will be a helpful resource for researchers, graduate students, and professional engineers. - Provides comparative analysis of machine learning and deep learning methods in the analysis of genomic data, discussing major design challenges, best practices, pitfalls, and research potential - Explores machine and deep learning techniques applied to dimensionality reduction, feature extraction, data selection, and their application in genomics - Presents case studies of various diseases based on gene microarray expression data, including cancer, liver disorders, neuromuscular disorders, and neurodegenerative disorders
Intelligent Systems Design And Applications
DOWNLOAD
Author : Ajith Abraham
language : en
Publisher: Springer Nature
Release Date : 2023-06-02
Intelligent Systems Design And Applications written by Ajith Abraham and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-02 with Technology & Engineering categories.
This book highlights recent research on intelligent systems and nature-inspired computing. It presents 223 selected papers from the 22nd International Conference on Intelligent Systems Design and Applications (ISDA 2022), which was held online. The ISDA is a premier conference in the field of computational intelligence, and the latest installment brought together researchers, engineers, and practitioners whose work involves intelligent systems and their applications in industry. Including contributions by authors from 65 countries, the book offers a valuable reference guide for all researchers, students, and practitioners in the fields of computer science and engineering.
6th International Conference On The Development Of Biomedical Engineering In Vietnam Bme6
DOWNLOAD
Author : Toi Vo Van
language : en
Publisher: Springer
Release Date : 2017-09-21
6th International Conference On The Development Of Biomedical Engineering In Vietnam Bme6 written by Toi Vo Van and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017-09-21 with Technology & Engineering categories.
Under the motto “Healthcare Technology for Developing Countries” this book publishes many topics which are crucial for the health care systems in upcoming countries. The topics include Cyber Medical Systems Medical Instrumentation Nanomedicine and Drug Delivery Systems Public Health Entrepreneurship This proceedings volume offers the scientific results of the 6th International Conference on the Development of Biomedical Engineering in Vietnam, held in June 2016 at Ho Chi Minh City.