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References from Artificial intelligence and deep learning: New tools for histopathological diagnosis of nonalcoholic fatty liver disease/nonalcoholic steatohepatitis. Local targets link to admitted publications; unresolved targets remain external evidence.
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Prevalence, incidence, and outcome of non-alcoholic fatty liver disease in Asia, 1999-2019: a systematic review and meta-analysis
10.1016/s2468-1253(19)30039-1 · 2019 · External reference
Nonalcoholic steatohepatitis is the most rapidly increasing indication for liver transplantation in the United States
10.1016/j.cgh.2020.05.064 · 2021 · External reference
Interobserver variation in the histopathological assessment of nonalcoholic steatohepatitis
10.1016/j.hepres.2005.09.018 · 2005 · External reference
Nonalcoholic fatty liver disease: assessment of variability in pathologic interpretations
1998 · External reference
Effects of interventions on intra- and interobserver agreement on interpretation of nonalcoholic fatty liver disease histology
10.1016/j.anndiagpath.2010.08.001 · 2011 · External reference
Inter-observer and intra-observer agreement in pathological evaluation of non-alcoholic fatty liver disease suspected liver biopsies
10.5812/hepatmon.15167 · 2014 · External reference
Interobserver agreement on pathologic features of liver biopsy tissue in patients with nonalcoholic fatty liver disease
10.4132/jptm.2016.03.01 · 2016 · External reference
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Presence and significance of microvesicular steatosis in nonalcoholic fatty liver disease
10.1016/j.jhep.2010.11.021 · 2011 · External reference
Portal chronic inflammation in nonalcoholic fatty liver disease (NAFLD): a histologic marker of advanced NAFLD – Clinicopathologic correlations from the nonalcoholic steatohepatitis clinical research network
10.1002/hep.22724 · 2009 · External reference
Portal inflammation is associated with advanced histological changes in alcoholic and non-alcoholic fatty liver disease
10.1136/jcp.2010.079145 · 2010 · External reference
Unresolved reference
2018 · External reference
10.1002/path.1649
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10.1016/j.yexcr.2007.04.024 · External reference
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Ballooned hepatocytes in steatohepatitis: the value of keratin immunohistochemistry for diagnosis
10.1016/j.jhep.2008.01.026 · 2008 · External reference
Liver fibrosis, but no other histologic features, is associated with long-term outcomes of patients with nonalcohlic fatty liver disease
10.1053/j.gastro.2015.04.043 · 2015 · External reference
Nonalcoholic fatty liver disease/nonalcoholic steatohepatitis: histological diagnostic criteria and scoring systems
2010 · External reference
Histopathological characteristics of non-alcoholic fatty liver disease in children: comparison with adult cases
10.1111/j.1872-034x.2011.00855.x · 2011 · External reference
Histopathology of nonalcoholic fatty liver disease and nonalcoholic steatohepatitis
10.1016/j.metabol.2015.11.008 · 2016 · External reference
NASH and cryptogenic cirrhosis: a histological analysis
10.1016/s1665-2681(19)31748-x · 2009 · External reference
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Prevalence of obesity and diabetes in patients with cryptogenic cirrhosis: a case-control study
10.1053/jhep.2000.17894 · 2000 · External reference
Nonalcoholic steatohepatitis and cryptogenic cirrhosis within kindreds
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10.1002/hep.20701
10.1002/hep.20701 · External reference
10.1002/hep.25889
10.1002/hep.25889 · External reference
Clinical validation of the FLIP algorithm and the SAF score in patients with non-alcoholic fatty liver disease
10.1016/j.jhep.2019.12.008 · 2020 · External reference
Glandular morphometrics for objective grading of colorectal adenocarcinoma histology images
10.1038/s41598-017-16516-w · 2017 · External reference
Classification of breast cancer histology images using convolutional neural networks
10.1371/journal.pone.0177544 · 2017 · External reference
Emerging role of deep learning-based artificial intelligence in tumor pathology
10.1002/cac2.12012 · 2020 · External reference
Automated assessment of steatosis in murine fatty liver
10.1371/journal.pone.0197242 · 2018 · External reference
Utilization of a deep leaning algorithm for microscope-based fatty vacuole quantification in a fatty liver model in mice
10.1177/0192623320926478 · 2020 · External reference
Automatic classification of white regins in liver biopsies by supervised machine learning
10.1016/j.humpath.2013.11.011 · 2014 · External reference
A novel automatic digital algorithm that accurately quantities steatosis in NAFLD on histopathological whole-slide images
10.1002/cyto.b.21790 · 2019 · External reference
Computer-assisted image analysis of liver collagen: relationship to Ishak scoring and hepatic venous pressure gradient
10.1002/hep.22745 · 2009 · External reference
Collagen proportionate area is superior to other histological methods for sub-classifying cirrhosis and determining prognosis
10.1016/j.jhep.2013.12.023 · 2014 · External reference
Collagen proportionate area is an independent predictor of long-term outcome in patients with non-alcoholic fatty liver disease
10.1111/apt.15219 · 2019 · External reference
Automated quantification and architectural pattern detection of hepatic fibrosis in NAFLD
10.1016/j.anndiagpath.2020.151518 · 2020 · External reference
Second harmonic imaging and scoring of collagen in fibrotic tissues
10.1364/oe.15.004054 · 2007 · External reference
Updates in the quantitative assessment of liver fibrosis for nonalcoholic fatty liver disease: histological perspective
10.3350/cmh.2020.0181 · 2021 · External reference
10.1117/1.3041159
10.1117/1.3041159 · External reference
qFibrosis: a fully-quantitative innovative method incorporating histological features to facilitate accurate fibrosis scoring in animal model and chronic hepatitis B patients
10.1016/j.jhep.2014.02.015 · 2014 · External reference
An improved qFibrosis algorithm for precise screening and enrollment into non-alcoholic steatohepatitis (NASH) clinical trials
2020 · External reference
Complexity of ballooned hepatocyte feature recognition: defining a training atlas for artificial intelligence-based imaging in NAFLD
10.1016/j.jhep.2022.01.011 · 2022 · External reference
Automatic quantification of lobular inflammation and hepatocyte ballooning in nonalcoholic fatty liver disease liver biopsies
10.1016/j.humpath.2015.01.019 · 2015 · External reference
Deep learning enables pathologist-like scoring of NASH models
10.1038/s41598-019-54904-6 · 2019 · External reference
High-throughput, machine learning-based quantification of steatosis, inflammation, ballooning, and fibrosis in biopsies from patients with nonalcoholic fatty liver disease
10.1016/j.cgh.2019.12.025 · 2020 · External reference
