Integrated Hyperparameter Optimization with Dimensionality Reduction and Clustering for Radiomics: A Bootstrapped Approach [0.03%]
结合降维和聚类的放射组学综合超参数优化方法：自助法研究
S J Pawan,Matthew Muellner,Xiaomeng Lei et al.
S J Pawan et al.
Radiomics involves extracting quantitative features from medical images, resulting in high-dimensional data. Unsupervised clustering has been used to discover patterns in radiomic features, potentially yielding hidden biological insights. H...
Claire L Mitchell,Gabriel J Cler,Susan K Fager et al.
Claire L Mitchell et al.
This study introduces an ability-based method for personalized keyboard generation, wherein an individual's own movement and human-computer interaction data are used to automatically compute a personalized virtual keyboard layout. Our appro...