conftrace_

clinical note

94 papers

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Co-occurring keywords

large language model (13587) electronic health record (266) text classification (6793) clinical text (191) named entity recognition (2813) information extraction (1090) zero-shot learning (3650) icd coding (32) clinical nlp (172) attention mechanism (4001)

Papers

IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents NAACL 2024
CLD-MEC at MEDIQA- CORR 2024 Task: GPT-4 Multi-Stage Clinical Chain of Thought Prompting for Medical Errors Detection and Correction NAACL 2024
VerbaNexAI at MEDIQA-CORR: Efficacy of GRU with BioWordVec and ClinicalBERT in Error Correction in Clinical Notes NAACL 2024
EHRCon: Dataset for Checking Consistency between Unstructured Notes and Structured Tables in Electronic Health Records NIPS 2024
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes ACL 2024
Analysing zero-shot temporal relation extraction on clinical notes using temporal consistency ACL 2024
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints ACL 2023
DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models ACL 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling ICML 2023
NewAgeHealthWarriors at MEDIQA-Chat 2023 Task A: Summarizing Short Medical Conversation with Transformers ACL 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes EMNLP 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes ACL 2023
A Two-Stage Decoder for Efficient ICD Coding ACL 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning ACL 2023
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning NIPS 2023
Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section ACL 2023
DAVE: Differential Diagnostic Analysis Automation and Visualization from Clinical Notes EACL 2023
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning EACL 2023
Leveraging Natural Language Processing and Clinical Notes for Dementia Detection ACL 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles ACL 2023
VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data IJCAI 2023
Context-aware Medication Event Extraction from Unstructured Text ACL 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models ACL 2023
Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes ACL 2023