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Gounley, J.
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Gounley, J.
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Limitations of Transformers on Clinical Text Classification
by
Alawad, M.
,
Coyle, L.
,
Doherty, J.
,
Durbin, E.B
,
Gao, S.
,
Gounley
,
J
.
,
Schaefferkoetter, N.
,
Stroup, A.
,
Tourassi, G.
,
Wu, X.-C
,
Yoon, H.J
,
Young, M.T
Published 2021
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Related Subjects
Article
BERT
Classification (of information)
Clinical text classifications
Convolutional neural networks
Discharge summary
Document Classification
Humans
ICD-9
Information retrieval systems
Input sequence
NAtural language processing
Natural Language Processing
Natural language processing systems
Neural Networks, Computer
Pre-training
State of the art
Text processing
Tokenization
artificial neural network
attention network
bidirectional encoder representations from transformer
clinical text
convolutional neural network
deep learning
histology
human
learning algorithm
machine learning
mathematical model
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