"electronic health records" Papers

Evaluating and Learning Optimal Dynamic Treatment Regimes under Truncation by Death

Sihyung Park, Wenbin Lu, Shu Yang

Multimodal Disease Progression Modeling via Spatiotemporal Disentanglement and Multiscale Alignment

Chen Liu, Wenfang Yao, Kejing Yin et al.

Stabilized Neural Prediction of Potential Outcomes in Continuous Time

Konstantin Hess, Stefan Feuerriegel

Transformers for Mixed-type Event Sequences

Felix Draxler, Yang Meng, Kai Nelson et al.

ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation

Brandon Theodorou, Shrusti Jain, Cao Xiao et al.

Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources

Xia, Jonathan Wilson, Benjamin Goldstein et al.

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency

Wenfang Yao, Kejing Yin, William Cheung et al.

IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers

Jingge Xiao, Leonie Basso, Wolfgang Nejdl et al.

VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation