electronic health record

The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records MLHC 2019 Writing habits and telltale neighbors: analyzing clinical concept usage patterns with sublanguage embeddings EMNLP 2019 A Hidden Absorbing Semi-Markov Model for Informatively Censored Temporal Data: Learning and Inference JMLR 2018 Analysis of Risk Factor Domains in Psychosis Patient Health Records EMNLP 2018 Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018 De-identifying Free Text of Japanese Dummy Electronic Health Records EMNLP 2018 Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks NeurIPS 2018 Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018 Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018 Learning from the experts: From expert systems to machine-learned diagnosis models MLHC 2018 Learning to Summarize Electronic Health Records Using Cross-Modality Correspondences MLHC 2018 MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NeurIPS 2018 Multi-Label Learning from Medical Plain Text with Convolutional Residual Models MLHC 2018 On Whom Should I Perform this Lab Test Next? An Active Feature Elicitation Approach IJCAI 2018 Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction IJCAI 2018 Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records ACL 2018 Temporal Belief Memory: Imputing Missing Data during RNN Training IJCAI 2018 Temporal Poisson Square Root Graphical Models ICML 2018 Time Expressions in Mental Health Records for Symptom Onset Extraction EMNLP 2018 Uncertainty-Aware Attention for Reliable Interpretation and Prediction NeurIPS 2018 DPSCREEN: Dynamic Personalized Screening NeurIPS 2017 XJNLP at SemEval-2017 Task 12: Clinical temporal information ex-traction with a Hybrid Model SemEval 2017 Deep Survival Analysis MLHC 2016 Disease Trajectory Maps NeurIPS 2016 Doctor AI: Predicting Clinical Events via Recurrent Neural Networks MLHC 2016