Deep learning enables automated scoring of liver fibrosis stages

10.1038/s41598-018-34300-2

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Main Authors:	Yu Y., Wang J., Ng C.W., Ma Y., Mo S., Fong E.L.S., Xing J., Song Z., Xie Y., Si K., Wee A., Welsch R.E., So P.T.C., Yu H.
Other Authors:	BIOMEDICAL ENGINEERING
Format:	Article
Published:	Nature Publishing Group 2020
Subjects:	biological marker collagen algorithm animal artificial neural network biopsy diagnostic imaging image processing liver cirrhosis machine learning male metabolism microscopy nuclear magnetic resonance imaging pathology procedures rat reproducibility x-ray computed tomography Algorithms Animals Biomarkers Biopsy Collagen Deep Learning Diagnostic Imaging Image Processing, Computer-Assisted Liver Cirrhosis Machine Learning Magnetic Resonance Imaging Male Microscopy Neural Networks (Computer) Rats Reproducibility of Results Tomography, X-Ray Computed
Online Access:	https://scholarbank.nus.edu.sg/handle/10635/174199
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Institution:	National University of Singapore

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spelling	sg-nus-scholar.10635-1741992024-11-13T23:30:19Z Deep learning enables automated scoring of liver fibrosis stages Yu Y. Wang J. Ng C.W. Ma Y. Mo S. Fong E.L.S. Xing J. Song Z. Xie Y. Si K. Wee A. Welsch R.E. So P.T.C. Yu H. BIOMEDICAL ENGINEERING PHYSIOLOGY MECHANOBIOLOGY INSTITUTE PATHOLOGY biological marker collagen algorithm animal artificial neural network biopsy diagnostic imaging image processing liver cirrhosis machine learning male metabolism microscopy nuclear magnetic resonance imaging pathology procedures rat reproducibility x-ray computed tomography Algorithms Animals Biomarkers Biopsy Collagen Deep Learning Diagnostic Imaging Image Processing, Computer-Assisted Liver Cirrhosis Machine Learning Magnetic Resonance Imaging Male Microscopy Neural Networks (Computer) Rats Reproducibility of Results Tomography, X-Ray Computed 10.1038/s41598-018-34300-2 Scientific Reports 8 1 16016 2020-09-04T01:44:55Z 2020-09-04T01:44:55Z 2018 Article Yu Y., Wang J., Ng C.W., Ma Y., Mo S., Fong E.L.S., Xing J., Song Z., Xie Y., Si K., Wee A., Welsch R.E., So P.T.C., Yu H. (2018). Deep learning enables automated scoring of liver fibrosis stages. Scientific Reports 8 (1) : 16016. ScholarBank@NUS Repository. https://doi.org/10.1038/s41598-018-34300-2 2045-2322 https://scholarbank.nus.edu.sg/handle/10635/174199 Nature Publishing Group Unpaywall 20200831
institution	National University of Singapore
building	NUS Library
continent	Asia
country	Singapore Singapore
content_provider	NUS Library
collection	ScholarBank@NUS
topic	biological marker collagen algorithm animal artificial neural network biopsy diagnostic imaging image processing liver cirrhosis machine learning male metabolism microscopy nuclear magnetic resonance imaging pathology procedures rat reproducibility x-ray computed tomography Algorithms Animals Biomarkers Biopsy Collagen Deep Learning Diagnostic Imaging Image Processing, Computer-Assisted Liver Cirrhosis Machine Learning Magnetic Resonance Imaging Male Microscopy Neural Networks (Computer) Rats Reproducibility of Results Tomography, X-Ray Computed
spellingShingle	biological marker collagen algorithm animal artificial neural network biopsy diagnostic imaging image processing liver cirrhosis machine learning male metabolism microscopy nuclear magnetic resonance imaging pathology procedures rat reproducibility x-ray computed tomography Algorithms Animals Biomarkers Biopsy Collagen Deep Learning Diagnostic Imaging Image Processing, Computer-Assisted Liver Cirrhosis Machine Learning Magnetic Resonance Imaging Male Microscopy Neural Networks (Computer) Rats Reproducibility of Results Tomography, X-Ray Computed Yu Y. Wang J. Ng C.W. Ma Y. Mo S. Fong E.L.S. Xing J. Song Z. Xie Y. Si K. Wee A. Welsch R.E. So P.T.C. Yu H. Deep learning enables automated scoring of liver fibrosis stages
description	10.1038/s41598-018-34300-2
author2	BIOMEDICAL ENGINEERING
author_facet	BIOMEDICAL ENGINEERING Yu Y. Wang J. Ng C.W. Ma Y. Mo S. Fong E.L.S. Xing J. Song Z. Xie Y. Si K. Wee A. Welsch R.E. So P.T.C. Yu H.
format	Article
author	Yu Y. Wang J. Ng C.W. Ma Y. Mo S. Fong E.L.S. Xing J. Song Z. Xie Y. Si K. Wee A. Welsch R.E. So P.T.C. Yu H.
author_sort	Yu Y.
title	Deep learning enables automated scoring of liver fibrosis stages
title_short	Deep learning enables automated scoring of liver fibrosis stages
title_full	Deep learning enables automated scoring of liver fibrosis stages
title_fullStr	Deep learning enables automated scoring of liver fibrosis stages
title_full_unstemmed	Deep learning enables automated scoring of liver fibrosis stages
title_sort	deep learning enables automated scoring of liver fibrosis stages
publisher	Nature Publishing Group
publishDate	2020
url	https://scholarbank.nus.edu.sg/handle/10635/174199
_version_	1821204889983778816

Deep learning enables automated scoring of liver fibrosis stages

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