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

An Iterative Self-Learning Framework for Medical Domain Generalization NIPS 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023
INSPECT: A Multimodal Dataset for Patient Outcome Prediction of Pulmonary Embolisms NIPS 2023
EHRXQA: A Multi-Modal Question Answering Dataset for Electronic Health Records with Chest X-ray Images NIPS 2023
Multi-source Learning via Completion of Block-wise Overlapping Noisy Matrices JMLR 2023
End-to-end clinical temporal information extraction with multi-head attention ACL 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023
Prompt-based Extraction of Social Determinants of Health Using Few-shot Learning ACL 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes ACL 2023
Can Synthetic Text Help Clinical Named Entity Recognition? A Study of Electronic Health Records in French EACL 2023
DuETT: Dual Event Time Transformer for Electronic Health Records MLHC 2023
Automated De-Identification of Arabic Medical Records EMNLP 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning ACL 2023
Characterizing personalized effects of family information on disease risk using graph representation learning MLHC 2023
Conceptualizing Machine Learning for Dynamic Information Retrieval of Electronic Health Record Notes MLHC 2023
Learning Missing Modal Electronic Health Records with Unified Multi-modal Data Embedding and Modality-Aware Attention MLHC 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023
Hierarchical Pretraining on Multimodal Electronic Health Records EMNLP 2023
Deep Learning for Medical Prediction in Electronic Health Records AAAI 2023
Hospital Discharge Summarization Data Provenance ACL 2023
Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023
Flexible-Window Predictions on Electronic Health Records AAAI 2022
Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction IJCAI 2022
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping JMLR 2022