electronic health record

Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022 PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022 PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022 Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022 Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022 ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022 Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022 Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022 That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022 Utility Preservation of Clinical Text After De-Identification ACL 2022 Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare IJCAI 2021 Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 2021 Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021 Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NeurIPS 2021 Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021 EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021 How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021 Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021 Knowledge Graph-based Question Answering with Electronic Health Records MLHC 2021 MIMIC-SBDH: A Dataset for Social and Behavioral Determinants of Health MLHC 2021 Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL 2021 MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records AAAI 2021 Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling IJCAI 2021 Multi-Time Attention Networks for Irregularly Sampled Time Series ICLR 2021