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Title
Deep learning enables pathologist-like scoring of NASH models
Authors
Keywords
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Journal
Scientific Reports
Volume 9, Issue 1, Pages -
Publisher
Springer Science and Business Media LLC
Online
2019-12-05
DOI
10.1038/s41598-019-54904-6
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Note: Only part of the references are listed.- Nonalcoholic steatohepatitis (NASH) – current treatment recommendations and future developments
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- Pharmacotherapy for NASH: Current and emerging
- (2018) Monica A. Konerman et al. JOURNAL OF HEPATOLOGY
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- Global burden of NAFLD and NASH: trends, predictions, risk factors and prevention
- (2017) Zobair Younossi et al. Nature Reviews Gastroenterology & Hepatology
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- (2016) Zobair M. Younossi et al. HEPATOLOGY
- Three-dimensional models for studying development and disease: moving on from organisms to organs-on-a-chip and organoids
- (2016) E. L. Jackson et al. Integrative Biology
- ImageNet Large Scale Visual Recognition Challenge
- (2015) Olga Russakovsky et al. INTERNATIONAL JOURNAL OF COMPUTER VISION
- Deep learning
- (2015) Yann LeCun et al. NATURE
- Inter-observer and Intra-observer Agreement in Pathological Evaluation of Non-alcoholic Fatty Liver Disease Suspected Liver Biopsies
- (2014) Omid Pournik et al. Hepatitis Monthly
- The diagnosis and management of non-alcoholic fatty liver disease: Practice Guideline by the American Association for the Study of Liver Diseases, American College of Gastroenterology, and the American Gastroenterological Association
- (2012) Naga Chalasani et al. HEPATOLOGY
- Fast food diet mouse: novel small animal model of NASH with ballooning, progressive fibrosis, and high physiological fidelity to the human condition
- (2011) Michael Charlton et al. AMERICAN JOURNAL OF PHYSIOLOGY-GASTROINTESTINAL AND LIVER PHYSIOLOGY
- Biomimetic tissues on a chip for drug discovery
- (2011) Amir M. Ghaemmaghami et al. DRUG DISCOVERY TODAY
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- Animal models of NASH: Getting both pathology and metabolic context right
- (2008) Claire Z Larter et al. JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY
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