electronic health record

CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction EMNLP 2024 Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024 Common Event Tethering to Improve Prediction of Rare Clinical Events UAI 2024 ConSequence: Synthesizing Logically Constrained Sequences for Electronic Health Record Generation AAAI 2024 Continuous Predictive Modeling of Clinical Notes and ICD Codes in Patient Health Records ACL 2024 Contrastive Learning for Clinical Outcome Prediction with Partial Data Sources ICML 2024 DOSSIER: Fact Checking in Electronic Health Records while Preserving Patient Privacy MLHC 2024 DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024 EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records EMNLP 2024 EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NeurIPS 2024 EHRNoteQA: An LLM Benchmark for Real-World Clinical Practice Using Discharge Summaries NeurIPS 2024 EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ACL 2024 EPFL-MAKE at “Discharge Me!”: An LLM System for Automatically Generating Discharge Summaries of Clinical Electronic Health Record ACL 2024 Estimating treatment effects from single-arm trials via latent-variable modeling AISTATS 2024 Extracting Epilepsy Patient Data with Llama 2 ACL 2024 Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024 General-Purpose Retrieval-Enhanced Medical Prediction Model Using Near-Infinite History MLHC 2024 Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024 GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs ICLR 2024 Graph Transformers on EHRs: Better Representation Improves Downstream Performance ICLR 2024 Handling Name Errors of a BERT-Based De-Identification System: Insights from Stratified Sampling and Markov-based Pseudonymization EACL 2024 IGAMT: Privacy-Preserving Electronic Health Record Synthesization with Heterogeneity and Irregularity AAAI 2024 Instruction Tuning Large Language Models to Understand Electronic Health Records NeurIPS 2024 IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers AAAI 2024 Ixa-Med at Discharge Me! Retrieval-Assisted Generation for Streamlining Discharge Documentation ACL 2024