猜忌 发表于 2025-3-28 18:01:16

Time-Dependent Predictor Modeling,Individual patients’ predictors of survival may change across time, because people may change their lifestyles. Standard statistical methods do not allow adjustments for time-dependent predictors. In the past decade time-dependent factor analysis has been introduced as a novel approach adequate for the purpose.

要控制 发表于 2025-3-28 21:27:14

Seasonality Assessments,Seasonal patterns are assumed in many fields of medicine. However, biological processes are full of variations and the possibility of chance findings can often not be ruled out.

dermatomyositis 发表于 2025-3-29 02:46:22

Non-linear Modeling,Novel models for the assessment of non-linear data are being developed for the benefit of making better predictions from the data.

他一致 发表于 2025-3-29 03:52:13

Artificial Intelligence, Multilayer Perceptron Modeling,Back propagation (BP) artificial neural networks is a distribution-free method for data-analysis based on layers of artificial neurons that transduce imputed information. It has been recognized to have a number of advantages compared to traditional methods including the possibility to process imperfect data, and complex nonlinear data.

植物群 发表于 2025-3-29 10:31:05

http://reply.papertrans.cn/63/6207/620691/620691_45.png

显而易见 发表于 2025-3-29 14:29:50

http://reply.papertrans.cn/63/6207/620691/620691_46.png

olfction 发表于 2025-3-29 18:38:44

Hierarchical Cluster Analysis for Unsupervised Data,Drug efficacy is multifactorial and with multiple variables regression modeling rapidly looses power and it is invalid if the correlations between the variables is strong. Hierarchical cluster analysis can handle hundreds of variables, and is unaffected by strong correlations.

个阿姨勾引你 发表于 2025-3-29 20:22:40

http://reply.papertrans.cn/63/6207/620691/620691_48.png

Acumen 发表于 2025-3-30 03:30:18

http://reply.papertrans.cn/63/6207/620691/620691_49.png

deviate 发表于 2025-3-30 05:24:30

http://reply.papertrans.cn/63/6207/620691/620691_50.png
页: 1 2 3 4 [5] 6 7
查看完整版本: Titlebook: Machine Learning in Medicine; Ton J. Cleophas,Aeilko H. Zwinderman Textbook 2013 Springer Science+Business Media Dordrecht 2013 cluster an