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

How to leverage the multimodal EHR data for better medical prediction? EMNLP 2021
Domain adaptation in practice: Lessons from a real-world information extraction pipeline EACL 2021
On the Impact of Random Seeds on the Fairness of Clinical Classifiers NAACL 2021
MIMIC-SBDH: A Dataset for Social and Behavioral Determinants of Health MLHC 2021
Knowledge Graph-based Question Answering with Electronic Health Records MLHC 2021
Modeling Diagnostic Label Correlation for Automatic ICD Coding NAACL 2021
SAFFRON: tranSfer leArning For Food-disease RelatiOn extractioN NAACL 2021
Inference for the Case Probability in High-dimensional Logistic Regression JMLR 2021
Does BERT Pretrained on Clinical Notes Reveal Sensitive Data? NAACL 2021
MUFASA: Multimodal Fusion Architecture Search for Electronic Health Records AAAI 2021
Collaborative Graph Learning with Auxiliary Text for Temporal Event Prediction in Healthcare IJCAI 2021
Multi-series Time-aware Sequence Partitioning for Disease Progression Modeling IJCAI 2021
Point Processes for Competing Observations with Recurrent Networks (POPCORN): A Generative Model of EHR Data MLHC 2021
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case EMNLP 2021
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021
A Novel Spatio-Temporal Multi-Task Approach for the Prediction of Diabetes-Related Complication: a Cardiopathy Case of Study IJCAI 2020
Evaluation of Transfer Learning for Adverse Drug Event (ADE) and Medication Entity Extraction EMNLP 2020
Doctor2Vec: Dynamic Doctor Representation Learning for Clinical Trial Recruitment AAAI 2020
Inferring Continuous Treatment Doses from Historical Data via Model-Based Entropy-Regularized Reinforcement Learning ACML 2020
Generating Accurate Electronic Health Assessment from Medical Graph EMNLP 2020
Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract) AAAI 2020
Comparative Analysis of Text Classification Approaches in Electronic Health Records ACL 2020
Query-Focused EHR Summarization to Aid Imaging Diagnosis MLHC 2020
Biomedical Concept Relatedness – A large EHR-based benchmark COLING 2020
An efficient representation of chronological events in medical texts EMNLP 2020