| 书目名称 | Prognostic Models in Healthcare: AI and Statistical Approaches |
| 编辑 | Tanzila Saba,Amjad Rehman,Sudipta Roy |
| 视频video | |
| 概述 | Presents significant technological breakthroughs and research results in predictive modeling.Contains high-quality, original work that will assist readers in realizing novel applications and contexts. |
| 丛书名称 | Studies in Big Data |
| 图书封面 |  |
| 描述 | This book focuses on contemporary technologies and research in computational intelligence that has reached the practical level and is now accessible in preclinical and clinical settings. This book‘s principal objective is to thoroughly understand significant technological breakthroughs and research results in predictive modeling in healthcare imaging and data analysis. Machine learning and deep learning could be used to fully automate the diagnosis and prognosis of patients in medical fields. The healthcare industry‘s emphasis has evolved from a clinical-centric to a patient-centric model. However, it is still facing several technical, computational, and ethical challenges. Big data analytics in health care is becoming a revolution in technical as well as societal well-being viewpoints. Moreover, in this age of big data, there is increased access to massive amounts of regularly gathered data from the healthcare industry that has necessitated the development of predictive models and automated solutions for the early identification of critical and chronic illnesses. The book contains high-quality, original work that will assist readers in realizing novel applications and contexts fo |
| 出版日期 | Book 2022 |
| 关键词 | Prognostic Modelling; Healthcare Informatics; Image and Data Analysis; Deep Neural Network; Supervised L |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-981-19-2057-8 |
| isbn_softcover | 978-981-19-2059-2 |
| isbn_ebook | 978-981-19-2057-8Series ISSN 2197-6503 Series E-ISSN 2197-6511 |
| issn_series | 2197-6503 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Singapor |
发表于 2025-3-21 18:52:11
