conftrace_

electronic health record

266 papers

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Also known as

EHR

Co-occurring keywords

large language model (13587) question answering (2963) named entity recognition (2813) multimodal learning (4645) clinical note (94) text classification (6793) clinical nlp (172) clinical text (191) attention mechanism (4001) knowledge graph (1837)

Papers

Learning from the Experience of Doctors: Automated Diagnosis of Appendicitis Based on Clinical Notes ACL 2019
Combining Structured and Free-text Electronic Medical Record Data for Real-time Clinical Decision Support ACL 2019
Leveraging Medical Literature for Section Prediction in Electronic Health Records EMNLP 2019
Assessing the Efficacy of Clinical Sentiment Analysis and Topic Extraction in Psychiatric Readmission Risk Prediction EMNLP 2019
GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination AAAI 2019
Feature Robustness in Non-stationary Health Records: Caveats to Deployable Model Performance in Common Clinical Machine Learning Tasks MLHC 2019
The Medical Deconfounder: Assessing Treatment Effects with Electronic Health Records MLHC 2019
Clinical Judgement Study using Question Answering from Electronic Health Records MLHC 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
Leveraging Sublanguage Features for the Semantic Categorization of Clinical Terms ACL 2019
A Paraphrase Generation System for EHR Question Answering ACL 2019
MNN: Multimodal Attentional Neural Networks for Diagnosis Prediction IJCAI 2019
ATTAIN: Attention-based Time-Aware LSTM Networks for Disease Progression Modeling IJCAI 2019
Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction ACML 2018
De-identifying Free Text of Japanese Dummy Electronic Health Records EMNLP 2018
MiME: Multilevel Medical Embedding of Electronic Health Records for Predictive Healthcare NIPS 2018
Uncertainty-Aware Attention for Reliable Interpretation and Prediction NIPS 2018
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization IJCAI 2018
Temporal Poisson Square Root Graphical Models ICML 2018
Temporal Belief Memory: Imputing Missing Data during RNN Training IJCAI 2018
Predicting Discharge Disposition Using Patient Complaint Notes in Electronic Medical Records ACL 2018
Learning from the experts: From expert systems to machine-learned diagnosis models MLHC 2018
Deep EHR: Chronic Disease Prediction Using Medical Notes MLHC 2018
Forecasting Treatment Responses Over Time Using Recurrent Marginal Structural Networks NIPS 2018