株式会社極東書店トップ ＞ 商品一覧 ＞ Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning. 2019 ed.
商品詳細
Efficacy Analysis in Clinical Trials an Update: Efficacy Analysis in an Era of Machine Learning. 2019 ed.
・ISBN 978-3-030-19920-3 paper EUR 69.99
￥18,707.- (税込) ※（※）価格はご注文時の参考価格となります。
納品価格につきましては書籍の入荷時点で確定となります。
版元の原価改定、外国為替の変動等により異なる場合がございますので、予めご了承下さい。
| 著者・編者 | Cleophas, Ton J. / Zwinderman, Aeilko H., |
|---|---|
| 出版社 | (Springer Nature Switzerland AG, SZ) |
| 出版年月 | 2020 |
| ページ数 | 304 pp. |
| 言語 | ENG |
| ニュース番号 | ＜A02-92452＞ |
解説
Machine learning and big data is hot. It is, however, virtually unused in clinical trials. This is so, because randomization is applied to even out multiple variables
Modern medical computer files often involve hundreds of variables like genes and other laboratory values, and computationally intensive methods are required
This is the first publication of clinical trials that have been systematically analyzed with machine learning. In addition, all of the machine learning analyses were tested against traditional analyses. Step by step statistics for self-assessments are included
The authors conclude, that machine learning is often more informative, and provides better sensitivities of testing than traditional analytic methods do