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

DrFuse: Learning Disentangled Representation for Clinical Multi-Modal Fusion with Missing Modality and Modal Inconsistency AAAI 2024
LAILab at Chemotimelines 2024: Finetuning sequence-to-sequence language models for temporal relation extraction towards cancer patient undergoing chemotherapy treatment NAACL 2024
Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference AAAI 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications NAACL 2024
Federated Learning For Heterogeneous Electronic Health Records Utilising Augmented Temporal Graph Attention Networks AISTATS 2024
Estimating treatment effects from single-arm trials via latent-variable modeling AISTATS 2024
Lexicans at Chemotimelines 2024: Chemotimeline Chronicles - Leveraging Large Language Models (LLMs) for Temporal Relations Extraction in Oncological Electronic Health Records NAACL 2024
EHR-SeqSQL : A Sequential Text-to-SQL Dataset For Interactively Exploring Electronic Health Records ACL 2024
VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation AAAI 2024
Generating Synthetic Documents with Clinical Keywords: A Privacy-Sensitive Methodology COLING 2024
Instruction Tuning Large Language Models to Understand Electronic Health Records NIPS 2024
LTRC-IIITH at EHRSQL 2024: Enhancing Reliability of Text-to-SQL Systems through Abstention and Confidence Thresholding NAACL 2024
Structuring Clinical Notes of Italian ST-elevation Myocardial Infarction Patients COLING 2024
AIRI NLP Team at EHRSQL 2024 Shared Task: T5 and Logistic Regression to the Rescue NAACL 2024
A Privacy-preserving Approach to Ingest Knowledge from Proprietary Web-based to Locally Run Models for Medical Progress Note Generation ACL 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
CARER - ClinicAl Reasoning-Enhanced Representation for Temporal Health Risk Prediction EMNLP 2024
Multi-TA: Multilevel Temporal Augmentation for Robust Septic Shock Early Prediction IJCAI 2024
Extracting Epilepsy Patient Data with Llama 2 ACL 2024
PromptMind Team at EHRSQL-2024: Improving Reliability of SQL Generation using Ensemble LLMs NAACL 2024
SM3-Text-to-Query: Synthetic Multi-Model Medical Text-to-Query Benchmark NIPS 2024
MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records AAAI 2024
Automated Multi-Task Learning for Joint Disease Prediction on Electronic Health Records NIPS 2024
Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction JMLR 2023
EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models NIPS 2023