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Papers
IryoNLP at MEDIQA-CORR 2024: Tackling the Medical Error Detection & Correction Task on the Shoulders of Medical Agents
NAACL 2024
Leveraging Information Redundancy of Real-World Data through Distant Supervision
COLING 2024
NoteChat: A Dataset of Synthetic Patient-Physician Conversations Conditioned on Clinical Notes
ACL 2024
NYULangone at Chemotimelines 2024: Utilizing Open-Weights Large Language Models for Chemotherapy Event Extraction
NAACL 2024
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes
ACL 2024
Reference-Free Estimation of the Quality of Clinical Notes Generated from Doctor-Patient Conversations
Interspeech 2024
VerbaNexAI at MEDIQA-CORR: Efficacy of GRU with BioWordVec and ClinicalBERT in Error Correction in Clinical Notes
NAACL 2024
A Two-Stage Decoder for Efficient ICD Coding
ACL 2023
CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models
EMNLP 2023
Clinical Note Owns its Hierarchy: Multi-Level Hypergraph Neural Networks for Patient-Level Representation Learning
ACL 2023
Context-aware Medication Event Extraction from Unstructured Text
ACL 2023
CUED at ProbSum 2023: Hierarchical Ensemble of Summarization Models
ACL 2023
DAVE: Differential Diagnostic Analysis Automation and Visualization from Clinical Notes
EACL 2023
DeakinNLP at ProbSum 2023: Clinical Progress Note Summarization with Rules and Language ModelsClinical Progress Note Summarization with Rules and Languague Models
ACL 2023
Efficient Diagnosis Assignment Using Unstructured Clinical Notes
ACL 2023
Improving Medical Predictions by Irregular Multimodal Electronic Health Records Modeling
ICML 2023
Improving the Transferability of Clinical Note Section Classification Models with BERT and Large Language Model Ensembles
ACL 2023
Leveraging Natural Language Processing and Clinical Notes for Dementia Detection
ACL 2023
Making the Most Out of the Limited Context Length: Predictive Power Varies with Clinical Note Type and Note Section
ACL 2023
NewAgeHealthWarriors at MEDIQA-Chat 2023 Task A: Summarizing Short Medical Conversation with Transformers
ACL 2023
Patient Outcome and Zero-shot Diagnosis Prediction with Hypernetwork-guided Multitask Learning
EACL 2023
SDOH-NLI: a Dataset for Inferring Social Determinants of Health from Clinical Notes
EMNLP 2023
Team Converge at ProbSum 2023: Abstractive Text Summarization of Patient Progress Notes
ACL 2023
Towards Semi-Structured Automatic ICD Coding via Tree-based Contrastive Learning
NeurIPS 2023
Using Bottleneck Adapters to Identify Cancer in Clinical Notes under Low-Resource Constraints
ACL 2023