electronic health record

Temporal Phenotyping using Deep Predictive Clustering of Disease Progression ICML 2020 Utilizing Multimodal Feature Consistency to Detect Adversarial Examples on Clinical Summaries EMNLP 2020 Adversarial Learning of Privacy-Preserving Text Representations for De-Identification of Medical Records ACL 2019 A Novel System for Extractive Clinical Note Summarization using EHR Data NAACL 2019 A Paraphrase Generation System for EHR Question Answering ACL 2019 Applications of Natural Language Processing in Clinical Research and Practice NAACL 2019 Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019 ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling IJCAI 2019 Automatically Generating Psychiatric Case Notes From Digital Transcripts of Doctor-Patient Conversations NAACL 2019 Clinical Judgement Study using Question Answering from Electronic Health Records MLHC 2019 Coherence-based Modeling of Clinical Concepts Inferred from Heterogeneous Clinical Notes for ICU Patient Risk Stratification CoNLL 2019 Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019 Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019 DDL: Deep Dictionary Learning for Predictive Phenotyping IJCAI 2019 Extracting Kinship from Obituary to Enhance Electronic Health Records for Genetic Research ACL 2019 Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019 GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019 Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019 Learning Phenotypes and Dynamic Patient Representations via RNN Regularized Collective Non-Negative Tensor Factorization AAAI 2019 Leveraging Medical Literature for Section Prediction in Electronic Health Records EMNLP 2019 Leveraging Sublanguage Features for the Semantic Categorization of Clinical Terms ACL 2019 Medical Concept Embedding with Multiple Ontological Representations IJCAI 2019 MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Separating Wheat from Chaff: Joining Biomedical Knowledge and Patient Data for Repurposing Medications AAAI 2019