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05/27/2023
An Investigation of Evaluation Metrics for Automated Medical Note Generation
Recent studies on automatic note generation have shown that doctors can ...
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04/21/2022
ICDBigBird: A Contextual Embedding Model for ICD Code Classification
The International Classification of Diseases (ICD) system is the interna...
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09/03/2021
Cohort Characteristics and Factors Associated with Cannabis Use among Adolescents in Canada Using Pattern Discovery and Disentanglement Method
COMPASS is a longitudinal, prospective cohort study collecting data annu...
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07/11/2021
LexSubCon: Integrating Knowledge from Lexical Resources into Contextual Embeddings for Lexical Substitution
Lexical substitution is the task of generating meaningful substitutes fo...
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10/20/2020
UmlsBERT: Clinical Domain Knowledge Augmentation of Contextual Embeddings Using the Unified Medical Language System Metathesaurus
Contextual word embedding models, such as BioBERT and Bio_ClinicalBERT, ...
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10/15/2020
Where's the Question? A Multi-channel Deep Convolutional Neural Network for Question Identification in Textual Data
In most clinical practice settings, there is no rigorous reviewing of th...
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06/18/2020