Imperial College London
Alternate

Professor Anil Anthony Bharath

Faculty of Engineering, Department of Bioengineering

Academic Director (Singapore)
 
 
 
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Contact

 

+44 (0)20 7594 5463a.bharath Website

 
 
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Location

 

4.12Royal School of MinesSouth Kensington Campus

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Summary

 

Publications

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}
}
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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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