Application of computer tongue image analysis technology in the diagnosis of NAFLD

[1]  Jingbin Huang,et al.  Establishment of noninvasive diabetes risk prediction model based on tongue features and machine learning techniques , 2021, Int. J. Medical Informatics.

[2]  Tao Jiang,et al.  A tongue features fusion approach to predicting prediabetes and diabetes with machine learning , 2021, J. Biomed. Informatics.

[3]  Tao Jiang,et al.  Tongue image quality assessment based on a deep convolutional neural network , 2020, BMC Medical Informatics and Decision Making.

[4]  L. Reynolds,et al.  A prospective cohort study of the use of the fatty liver index and Fibroscan to determine the prevalence of fatty liver disease in an Irish population , 2020, European journal of gastroenterology & hepatology.

[5]  J. Ludvigsson,et al.  Mortality in Biopsy-Confirmed Nonalcoholic Fatty Liver Disease , 2020, Gut.

[6]  T. Niu,et al.  Establishment and Applicability of a Diagnostic System for Advanced Gastric Cancer T Staging Based on a Faster Region-Based Convolutional Neural Network , 2020, Frontiers in Oncology.

[7]  Xin-Lin Chen,et al.  A Quantitative Diagnostic Method for Phlegm and Blood Stasis Syndrome in Coronary Heart Disease Using Tongue, Face, and Pulse Indexes: An Exploratory Pilot Study , 2020, Journal of alternative and complementary medicine.

[8]  C. Stave,et al.  Global prevalence, incidence, and outcomes of non-obese or lean non-alcoholic fatty liver disease: a systematic review and meta-analysis. , 2020, The lancet. Gastroenterology & hepatology.

[9]  K. Clément,et al.  Gut microbiota and human NAFLD: disentangling microbial signatures from metabolic disorders , 2020, Nature Reviews Gastroenterology & Hepatology.

[10]  David M. W. Powers,et al.  Evaluation: from precision, recall and F-measure to ROC, informedness, markedness and correlation , 2011, ArXiv.

[11]  T. Kellogg,et al.  Evolution of NAFLD and Its Management. , 2019, Nutrition in clinical practice : official publication of the American Society for Parenteral and Enteral Nutrition.

[12]  Yu Wang,et al.  Tongue color clustering and visual application based on 2D information , 2019, International Journal of Computer Assisted Radiology and Surgery.

[13]  [Expert recommendations on standardized diagnosis and treatment for fatty liver disease in China (2019 revised edition)]. , 2019 .

[14]  H. Yao,et al.  [Overview of logistic regression model analysis and application]. , 2019, Zhonghua yu fang yi xue za zhi [Chinese journal of preventive medicine].

[15]  Safia Naveed,et al.  Intelligent Diabetes Detection System based on Tongue Datasets. , 2019, Current medical imaging reviews.

[16]  Elizabeth Morris,et al.  Association of Weight Loss Interventions With Changes in Biomarkers of Nonalcoholic Fatty Liver Disease , 2019, JAMA internal medicine.

[17]  L. Pacifico,et al.  A Systematic Review of NAFLD-Associated Extrahepatic Disorders in Youths , 2019, Journal of clinical medicine.

[18]  Hen-Hong Chang,et al.  The tongue features associated with type 2 diabetes mellitus , 2019, Medicine.

[19]  Chang Liu,et al.  Automatic localization and identification of mitochondria in cellular electron cryo-tomography using faster-RCNN , 2019, BMC Bioinformatics.

[20]  Marzia Hoque Tania,et al.  Advances in automated tongue diagnosis techniques , 2018, Integrative medicine research.

[21]  T. Okamura,et al.  Fatty liver index predicts incident diabetes in a Japanese general population with and without impaired fasting glucose , 2018, Hepatology research : the official journal of the Japan Society of Hepatology.

[22]  A. McCullough,et al.  The Natural History of Nonalcoholic Fatty Liver Disease-An Evolving View. , 2018, Clinics in liver disease.

[23]  L. Castéra.  Diagnosis of non‐alcoholic fatty liver disease/non‐alcoholic steatohepatitis: Non‐invasive tests are enough , 2018, Liver international : official journal of the International Association for the Study of the Liver.

[24]  V. Pīrāgs,et al.  Fatty liver index and hepatic steatosis index for prediction of non‐alcoholic fatty liver disease in type 1 diabetes , 2018, Journal of gastroenterology and hepatology.

[25]  [Guidelines of prevention and treatment for nonalcoholic fatty liver disease: a 2018 update]. , 2018, Zhonghua gan zang bing za zhi = Zhonghua ganzangbing zazhi = Chinese journal of hepatology.

[26]  M. A. Khan,et al.  Clinical epidemiology and disease burden of nonalcoholic fatty liver disease , 2017, World journal of gastroenterology.

[27]  Vincent Wai-Sun Wong,et al.  New trends on obesity and NAFLD in Asia. , 2017, Journal of hepatology.

[28]  D. Thorburn,et al.  Pharmacological interventions for non-alcohol related fatty liver disease (NAFLD): an attempted network meta-analysis. , 2017, The Cochrane database of systematic reviews.

[29]  Jingbin Huang,et al.  Diagnostic Method of Diabetes Based on Support Vector Machine and Tongue Images , 2017, BioMed research international.

[30]  Zhen Qi,et al.  The Classification of Tongue Colors with Standardized Acquisition and ICC Profile Correction in Traditional Chinese Medicine , 2016, BioMed research international.

[31]  D. Dumitrascu,et al.  Psychological factors associated with NAFLD/NASH: a systematic review. , 2016, European review for medical and pharmacological sciences.

[32]  L. Henry,et al.  Global epidemiology of nonalcoholic fatty liver disease—Meta‐analytic assessment of prevalence, incidence, and outcomes , 2016, Hepatology.

[33]  H. Tilg,et al.  EASL-EASD-EASO Clinical Practice Guidelines for the management of non-alcoholic fatty liver disease. , 2016, Journal of hepatology.

[34]  Young-Jae Park,et al.  Reliability and validity of tongue color analysis in the prediction of symptom patterns in terms of East Asian Medicine. , 2016, Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan.

[35]  R. Bailey,et al.  A Review of Cutoffs for Nutritional Biomarkers. , 2016, Advances in nutrition.

[36]  Lun-chien Lo,et al.  TCM tongue diagnosis index of early-stage breast cancer. , 2015, Complementary therapies in medicine.

[37]  S. Friedman,et al.  Weight Loss Through Lifestyle Modification Significantly Reduces Features of Nonalcoholic Steatohepatitis. , 2015, Gastroenterology.

[38]  Kaiming He,et al.  Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[39]  Kun-Chan Lan,et al.  Color Correction Parameter Estimation on the Smartphone and Its Application to Automatic Tongue Diagnosis , 2015, Journal of Medical Systems.

[40]  Mingfeng Zhu,et al.  A Comparative Study of Contemporary Color Tongue Image Extraction Methods Based on HSI , 2014, Int. J. Biomed. Imaging.

[41]  Yan Liu,et al.  Objective tongue inspection on 142 liver cancer patients with damp-heat syndrome , 2014, Chinese Journal of Integrative Medicine.

[42]  P. Hsu,et al.  Diabetes with pyogenic liver abscess--A perspective on tongue assessment in traditional Chinese medicine. , 2014, Complementary therapies in medicine.

[43]  Guo-Zheng Li,et al.  Computerized tongue image segmentation via the double geo-vector flow , 2014, Chinese Medicine.

[44]  Q. Anstee,et al.  Non-alcoholic fatty liver disease: a practical approach to diagnosis and staging , 2013, Frontline Gastroenterology.

[45]  Hen-Hong Chang,et al.  Tongue diagnosis of traditional Chinese medicine for rheumatoid arthritis. , 2013, African journal of traditional, complementary, and alternative medicines : AJTCAM.

[46]  John Y. Chiang,et al.  Breast Cancer Index: A Perspective on Tongue Diagnosis in Traditional Chinese Medicine , 2013, Journal of traditional and complementary medicine.

[47]  Chang Jin Jung,et al.  Review on the current trends in tongue diagnosis systems , 2012, Integrative medicine research.

[48]  Patrick Jackman,et al.  Robust colour calibration of an imaging system using a colour space transform and advanced regression modelling. , 2012, Meat science.

[49]  H. Kim,et al.  Hepatic steatosis index: a simple screening tool reflecting nonalcoholic fatty liver disease. , 2010, Digestive and liver disease : official journal of the Italian Society of Gastroenterology and the Italian Association for the Study of the Liver.

[50]  N. Lundbom,et al.  Prediction of non-alcoholic fatty liver disease and liver fat using metabolic and genetic factors. , 2009, Gastroenterology.

[51]  Zhang Li.  Identification of Tongue Body and Fur Based on Color Image Region Separation , 2009 .

[52]  T. Therneau,et al.  The NAFLD fibrosis score: A noninvasive system that identifies liver fibrosis in patients with NAFLD , 2007, Hepatology.

[53]  Anna Castiglione,et al.  The Fatty Liver Index: a simple and accurate predictor of hepatic steatosis in the general population , 2006, BMC gastroenterology.