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Survival analysis for high-dimensional, heterogeneous medical data: Exploring feature extraction as an alternative to feature selection.

, , , and . Artificial Intelligence in Medicine, (2016)

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A Wide and Deep Neural Network for Survival Analysis from Anatomical Shape and Tabular Clinical Data., , , and . CoRR, (2019)An Efficient Training Algorithm for Kernel Survival Support Vector Machines., , and . CoRR, (2016)'Squeeze & excite' guided few-shot segmentation of volumetric images., , , , and . Medical Image Analysis, (2020)BrainTorrent: A Peer-to-Peer Environment for Decentralized Federated Learning., , , , and . CoRR, (2019)Fast Training of Support Vector Machines for Survival Analysis., , and . ECML/PKDD (2), volume 9285 of Lecture Notes in Computer Science, page 243-259. Springer, (2015)Bayesian Neural Networks for Uncertainty Estimation of Imaging Biomarkers., , , , , , , , and . MLMI@MICCAI, volume 12436 of Lecture Notes in Computer Science, page 270-280. Springer, (2020)'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images., , , , and . CoRR, (2019)Likelihood-Free Inference and Generation of Molecular Graphs., and . CoRR, (2019)Quantifying Confounding Bias in Neuroimaging Datasets with Causal Inference., , , and . MICCAI (4), volume 11767 of Lecture Notes in Computer Science, page 484-492. Springer, (2019)Odefy -- From discrete to continuous models., , , and . BMC Bioinformatics, (2010)