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09/04/2023
Multi-dimension unified Swin Transformer for 3D Lesion Segmentation in Multiple Anatomical Locations
In oncology research, accurate 3D segmentation of lesions from CT scans ...
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06/28/2022
Target alignment in truncated kernel ridge regression
Kernel ridge regression (KRR) has recently attracted renewed interest du...
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08/19/2021
A Framework for an Assessment of the Kernel-target Alignment in Tree Ensemble Kernel Learning
Kernels ensuing from tree ensembles such as random forest (RF) or gradie...
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06/26/2021
Parmsurv: a SAS Macro for Flexible Parametric Survival Analysis with Long-Term Predictions
Health economic evaluations often require predictions of survival rates ...
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12/19/2020
(Decision and regression) tree ensemble based kernels for regression and classification
Tree based ensembles such as Breiman's random forest (RF) and Gradient B...
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08/31/2020
Random Forest (RF) Kernel for Regression, Classification and Survival
Breiman's random forest (RF) can be interpreted as an implicit kernel ge...
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03/05/2020