electronic health record

KU-DMIS at EHRSQL 2024 : Generating SQL query via question templatization in EHR NAACL 2024 LAILab at Chemotimelines 2024: Finetuning sequence-to-sequence language models for temporal relation extraction towards cancer patient undergoing chemotherapy treatment NAACL 2024 Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024 LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs NAACL 2024 LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024 LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024 MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024 MHGRL: An Effective Representation Learning Model for Electronic Health Records COLING 2024 MOTOR: A Time-to-Event Foundation Model For Structured Medical Records ICLR 2024 Multi-TA: Multilevel Temporal Augmentation for Robust Septic Shock Early Prediction IJCAI 2024 Next Visit Diagnosis Prediction via Medical Code-Centric Multimodal Contrastive EHR Modelling with Hierarchical Regularisation EACL 2024 ODD: A Benchmark Dataset for the Natural Language Processing Based Opioid Related Aberrant Behavior Detection NAACL 2024 Overview of the 2024 Shared Task on Chemotherapy Treatment Timeline Extraction NAACL 2024 Overview of the EHRSQL 2024 Shared Task on Reliable Text-to-SQL Modeling on Electronic Health Records NAACL 2024 Predictive Modeling with Temporal Graphical Representation on Electronic Health Records IJCAI 2024 Project PRIMUS at EHRSQL 2024 : Text-to-SQL Generation using Large Language Model for EHR Analysis NAACL 2024 PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs NAACL 2024 RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records ACL 2024 README: Bridging Medical Jargon and Lay Understanding for Patient Education through Data-Centric NLP EMNLP 2024 Recent Advances in Predictive Modeling with Electronic Health Records IJCAI 2024 Retrieval augmented text-to-SQL generation for epidemiological question answering using electronic health records NAACL 2024 Revisiting Clinical Outcome Prediction for MIMIC-IV NAACL 2024 Revisiting the MIMIC-IV Benchmark: Experiments Using Language Models for Electronic Health Records COLING 2024 Roux-lette at “Discharge Me!”: Reducing EHR Chart Burden with a Simple, Scalable, Clinician-Driven AI Approach ACL 2024 SADI: Similarity-Aware Diffusion Model-Based Imputation for Incomplete Temporal EHR Data AISTATS 2024