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cs.LG2024
Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
Access to real clinical data is often restricted due to privacy obligations, creating significant barriers for healthcare research. Synthetic datasets provide a promising solution,…
cs.LG2024
CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare
Nicholas I-Hsien Kuo, Blanca Gallego, Louisa Jorm
Access to real clinical data is heavily restricted by privacy regulations, hindering both healthcare research and education. These constraints slow progress in developing new treat…