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Proposes ReCoGen, a two-stage framework for multimodal-conditioned time-series generation under irregular missingness, achieving state-of-the-art downstream utility on physiological benchmarks.
MissHyper是一种新的超图预测模型，通过在消息传递之前聚合共时间戳记录来恢复临床同步性，在PhysioNet 2012、MIMIC-III和MIMIC-IV基准测试上取得了一致的性能提升。