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SAT-294-Automated quantitation of steatosis, inflammation, ballooning and fibrosis using machine learning in routine histological images of liver biopsies of patients with NAFLD

机译：SAT-294自动定量脂肪变性，炎症，膨胀和纤维化使用机器学习在NAFLD患者肝活检的常规组织图像中

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Roberta Forlano; Benjamin H. Mullish; Nikos Giannakeas; James Maurice; Markos Tsipouras; Alexandros Tzallas; Michael Yee; Josephine Lloyd; Robert D. Goldin; Mark Thursz; Pinelopi Manousou;
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1. Assessing the severity of liver fibrosis and steatosis in biopsy-proven NAFLD patients using MR imaging, transient elastography and serum biomarker [J] . Lee Young-Sun, Yoo Yang Jae, Kim Ji Hoon, Hepatology: Official Journal of the American Association for the Study of Liver Diseases . 2017,第Suppla1期

机译：使用MR成像，瞬态弹性造影和血清标志物评估活组织检查验证的NAFLD患者肝纤维化和脂肪变性的严重程度
2. Correlation between liver histology and novel magnetic resonance imaging in adult patients with non-alcoholic fatty liver disease - MRI accurately quantifies hepatic steatosis in NAFLD [J] . PermuttZ., LeT.-A., PetersonM.R., Alimentary pharmacology & therapeutics. . 2012,第1期

机译：成人非酒精性脂肪性肝病患者肝脏组织学与新颖的磁共振成像之间的相关性-MRI准确定量了NAFLD的肝脂肪变性
3. Correlation between liver histology and novel magnetic resonance imaging in adult patients with non-alcoholic fatty liver disease – MRI accurately quantifies hepatic steatosis in NAFLD [J] . Z. Permutt, T.-A. Le, M. R. Peterson, Alimentary Pharmacology & Therapeutics . 2012,第1期

机译：非酒精性脂肪性肝病成年患者肝脏组织学与新的磁共振成像之间的相关性-MRI准确定量了NAFLD的肝脂肪变性
4. Support vector machine (SVM) based liver classification: fibrosis, steatosis, and inflammation [C] . Jihye Baek, Terri A. Swanson, Theresa Tuthill, IEEE International Ultrasonics Symposium . 2020

机译：基于支持向量机（SVM）的肝分类：纤维化，脂肪变性和炎症
5. Detection of Histological Features in Liver Biopsy Images to Help Identify Non-Alcoholic Fatty Liver Disease [D] . Sethunath, Deepak. 2018

机译：检测肝活检图像中的组织学特征，以帮助鉴定非酒精性脂肪肝病
6. Correlation between liver histology and novel magnetic resonance imaging in adult patients with non-alcoholic fatty liver disease – MRI accurately quantifies hepatic steatosis in NAFLD [O] . Z. Permutt, T.-A. Le, M. R. Peterson, -1

机译：肝脏组织学和治疗成人非酒精性脂肪肝疾病新颖磁共振成像之间的相关性 - mRI准确量化了NaFLD肝脂肪变性
7. PWE-093 Development and validation of an automated system for assessment of liver steatosis and fibrosis in routine: histological images in patients with non-alcoholic fatty liver disease [O] . Forlano, R, Mullish, BH, Maurice, J, 2017

机译：pWE-093用于评估常规肝脏脂肪变性和纤维化的自动化系统的开发和验证：非酒精性脂肪性肝病患者的组织学图像

SAT-294-Automated quantitation of steatosis, inflammation, ballooning and fibrosis using machine learning in routine histological images of liver biopsies of patients with NAFLD

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