Citation

BibTex format

@article{Zaman:2022:10.1148/ryai.210085,
author = {Zaman, S and Petri, C and Vimalesvaran, K and Howard, J and Bharath, A and Francis, D and Peters, N and Cole, GD and Linton, N},
doi = {10.1148/ryai.210085},
journal = {Radiology: Artificial Intelligence},
title = {Automatic diagnosis labeling of cardiovascular MRI by using semisupervised natural language processing of text reports},
url = {http://dx.doi.org/10.1148/ryai.210085},
volume = {4},
year = {2022}
}

RIS format (EndNote, RefMan)

TY  - JOUR
AB - A semisupervised natural language processing (NLP) algorithm, based on bidirectional transformers, accurately categorized diagnoses from cardiac MRI text of radiology reports for the labeling of MR images; the model had a higher accuracy than traditional NLP models and performed faster labeling than clinicians.
AU - Zaman,S
AU - Petri,C
AU - Vimalesvaran,K
AU - Howard,J
AU - Bharath,A
AU - Francis,D
AU - Peters,N
AU - Cole,GD
AU - Linton,N
DO - 10.1148/ryai.210085
PY - 2022///
SN - 2638-6100
TI - Automatic diagnosis labeling of cardiovascular MRI by using semisupervised natural language processing of text reports
T2 - Radiology: Artificial Intelligence
UR - http://dx.doi.org/10.1148/ryai.210085
UR - https://pubs.rsna.org/doi/10.1148/ryai.210085
VL - 4
ER -

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