| 书目名称 | Machine Learning in Clinical Neuroscience |
| 副标题 | Foundations and Appl |
| 编辑 | Victor E. Staartjes,Luca Regli,Carlo Serra |
| 视频video | |
| 概述 | Focuses on methodological foundations of machine learning for clinicians with a focus on neuroscientists.Discusses clinical applications of machine intelligence for improving patient care in clinical |
| 丛书名称 | Acta Neurochirurgica Supplement |
| 图书封面 |  |
| 描述 | .This book bridges the gap between data scientists and clinicians by introducing all relevant aspects of machine learning in an accessible way, and will certainly foster new and serendipitous applications of machine learning in the clinical neurosciences. Building from the ground up by communicating the foundational knowledge and intuitions first before progressing to more advanced and specific topics, the book is well-suited even for clinicians without prior machine learning experience...Authored by a wide array of experienced global machine learning groups, the book is aimed at clinicians who are interested in mastering the basics of machine learning and who wish to get started with their own machine learning research. .The volume is structured in two major parts: The first uniquely introduces all major concepts in clinical machine learning from the ground up, and includes step-by-step instructions on how to correctly develop and validate clinical prediction models. It also includes methodological and conceptual foundations of other applications of machine learning in clinical neuroscience, such as applications of machine learning to neuroimaging, natural language processing, and |
| 出版日期 | Conference proceedings 2022 |
| 关键词 | Machine Learning; Artificial Intelligence; Machine Vision; Machine Intelligence; Natural Language Proces |
| 版次 | 1 |
| doi | https://doi.org/10.1007/978-3-030-85292-4 |
| isbn_softcover | 978-3-030-85294-8 |
| isbn_ebook | 978-3-030-85292-4Series ISSN 0065-1419 Series E-ISSN 2197-8395 |
| issn_series | 0065-1419 |
| copyright | The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl |
发表于 2025-3-21 16:56:37
