clinical note

Clinical XLNet: Modeling Sequential Clinical Notes and Predicting Prolonged Mechanical Ventilation EMNLP 2020 Dynamically Extracting Outcome-Specific Problem Lists from Clinical Notes with Guided Multi-Headed Attention MLHC 2020 Entity-Enriched Neural Models for Clinical Question Answering ACL 2020 Time-Aware Transformer-based Network for Clinical Notes Series Prediction MLHC 2020 An Analysis of Attention over Clinical Notes for Predictive Tasks NAACL 2019 Annotating Temporal Information in Clinical Notes for Timeline Reconstruction: Towards the Definition of Calendar Expressions ACL 2019 A Novel System for Extractive Clinical Note Summarization using EHR Data NAACL 2019 Automatic rubric-based content grading for clinical notes EMNLP 2019 Clinical Concept Extraction for Document-Level Coding ACL 2019 Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CoNLL 2019 Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019 MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019 Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019 emrQA: A Large Corpus for Question Answering on Electronic Medical Records EMNLP 2018 Listwise temporal ordering of events in clinical notes EMNLP 2018 Toward Cross-Domain Engagement Analysis in Medical Notes ACL 2018 Hitachi at SemEval-2017 Task 12: System for temporal information extraction from clinical notes SemEval 2017 Neural Architecture for Temporal Relation Extraction: A Bi-LSTM Approach for Detecting Narrative Containers ACL 2017