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 of Cluster-based Feature Importance for Electronic Health Record Time-series ICML 2022
Summarizing Patients’ Problems from Hospital Progress Notes Using Pre-trained Sequence-to-Sequence Models COLING 2022
TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022
ScAN: Suicide Attempt and Ideation Events Dataset NAACL 2022
DialMed: A Dataset for Dialogue-based Medication Recommendation COLING 2022
Utility Preservation of Clinical Text After De-Identification ACL 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
EHRSQL: A Practical Text-to-SQL Benchmark for Electronic Health Records NIPS 2022
PLM-ICD: Automatic ICD Coding with Pretrained Language Models NAACL 2022
Learning to Ask Like a Physician NAACL 2022
A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification IJCAI 2022
That’s the Wrong Lung! Evaluating and Improving the Interpretability of Unsupervised Multimodal Encoders for Medical Data EMNLP 2022
Parameter Efficient Transfer Learning for Suicide Attempt and Ideation Detection EMNLP 2022
PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022
Section Classification in Clinical Notes with Multi-task Transformers EMNLP 2022
Debiased, Longitudinal and Coordinated Drug Recommendation through Multi-Visit Clinic Records NIPS 2022
Context-Aware Health Event Prediction via Transition Functions on Dynamic Disease Graphs AAAI 2022
MedJEx: A Medical Jargon Extraction Model with Wiki’s Hyperlink Span and Contextualized Masked Language Model Score EMNLP 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling EMNLP 2022
Generation of Patient After-Visit Summaries to Support Physicians COLING 2022
Few-Shot Learning with Semi-Supervised Transformers for Electronic Health Records MLHC 2022
EHR Safari: Data is Contextual MLHC 2022
Development and Validation of ML-DQA – a Machine Learning Data Quality Assurance Framework for Healthcare MLHC 2022
Dynamic Survival Analysis for EHR Data with Personalized Parametric Distributions MLHC 2021
Dynamic COVID risk assessment accounting for community virus exposure from a spatial-temporal transmission model NIPS 2021