patient representation

Causal Representation Learning from Multimodal Clinical Records under Non-Random Modality Missingness EMNLP 2025 Comparing representations of long clinical texts for the task of patient-note identification NAACL 2025 Graph Transformers on EHRs: Better Representation Improves Downstream Performance ICLR 2024 Multimodal Patient Representation Learning with Missing Modalities and Labels ICLR 2024 Predictive Modeling with Temporal Graphical Representation on Electronic Health Records IJCAI 2024 Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning ACL 2023 REFINE: A Fine-Grained Medication Recommendation System Using Deep Learning and Personalized Drug Interaction Modeling NeurIPS 2023 VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data IJCAI 2023 Chronic Disease Management with Personalized Lab Test Response Prediction IJCAI 2022 CLOCS: Contrastive Learning of Cardiac Signals Across Space, Time, and Patients ICML 2021 Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021 Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020 Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization AAAI 2019 Two-stage Federated Phenotyping and Patient Representation Learning ACL 2019