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Papers
VecoCare: Visit Sequences-Clinical Notes Joint Learning for Diagnosis Prediction in Healthcare Data
IJCAI 2023
AnEMIC: A Framework for Benchmarking ICD Coding Models
EMNLP 2022
A New Public Corpus for Clinical Section Identification: MedSecId
COLING 2022
Automatic ICD Coding Exploiting Discourse Structure and Reconciled Code Embeddings
COLING 2022
Building a Clinically-Focused Problem List From Medical Notes
EMNLP 2022
Can Current Explainability Help Provide References in Clinical Notes to Support Humans Annotate Medical Codes?
EMNLP 2022
Extract and Abstract with BART for Clinical Notes from Doctor-Patient Conversations
Interspeech 2022
Generation of Patient After-Visit Summaries to Support Physicians
COLING 2022
How Long Is Enough? Exploring the Optimal Intervals of Long-Range Clinical Note Language Modeling
EMNLP 2022
Patient-friendly Clinical Notes: Towards a new Text Simplification Dataset
EMNLP 2022
Section Classification in Clinical Notes with Multi-task Transformers
EMNLP 2022
The USMLE® Step 2 Clinical Skills Patient Note Corpus
NAACL 2022
A Preliminary Study on Evaluating Consultation Notes With Post-Editing
EACL 2021
Automatic ICD Coding via Interactive Shared Representation Networks with Self-distillation Mechanism
ACL 2021
A Visualization Approach for Rapid Labeling of Clinical Notes for Smoking Status Extraction
NAACL 2021
Description-based Label Attention Classifier for Explainable ICD-9 Classification
EMNLP 2021
How to leverage the multimodal EHR data for better medical prediction?
EMNLP 2021
Improving Span Representation for Domain-adapted Coreference Resolution
EMNLP 2021
Learning and Evaluating a Differentially Private Pre-trained Language Model
EMNLP 2021
Learning and Evaluating a Differentially Private Pre-trained Language Model
NAACL 2021
Read, Attend, and Code: Pushing the Limits of Medical Codes Prediction from Clinical Notes by Machines
MLHC 2021
An efficient representation of chronological events in medical texts
EMNLP 2020
Automatic Emergency Diagnosis with Knowledge-Based Tree Decoding
IJCAI 2020
Characterizing the Value of Information in Medical Notes
EMNLP 2020
Clinical Reading Comprehension: A Thorough Analysis of the emrQA Dataset
ACL 2020