A Systematic Machine Learning Based Approach for the Diagnosis of Non-Alcoholic Fatty Liver Disease Risk and Progression
Published 2018 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
A Systematic Machine Learning Based Approach for the Diagnosis of Non-Alcoholic Fatty Liver Disease Risk and Progression
Authors
Keywords
-
Journal
Scientific Reports
Volume 8, Issue 1, Pages -
Publisher
Springer Nature
Online
2018-01-26
DOI
10.1038/s41598-018-20166-x
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- The Association Between Nonalcoholic Fatty Liver Disease and Metabolic Abnormalities in The United States Population
- (2017) Raxitkumar Jinjuvadia et al. JOURNAL OF CLINICAL GASTROENTEROLOGY
- Classification of Parkinson's Disease by Decision Tree Based Instance Selection and Ensemble Learning Algorithms
- (2017) Yongming Li et al. Journal of Medical Imaging and Health Informatics
- Voxel-Based Diagnosis of Alzheimer's Disease Using Classifier Ensembles
- (2017) Ruben Armananzas et al. IEEE Journal of Biomedical and Health Informatics
- Computational Health Informatics in the Big Data Age
- (2016) Ruogu Fang et al. ACM COMPUTING SURVEYS
- A “systems medicine” approach to the study of non-alcoholic fatty liver disease
- (2016) Salvatore Petta et al. DIGESTIVE AND LIVER DISEASE
- Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values
- (2016) Talayeh Razzaghi et al. PLoS One
- Adaptive Semi Supervised Support Vector Machine Semi Supervised Learning with Features Cooperation for Breast Cancer Classification
- (2016) Nawel Zemmal et al. Journal of Medical Imaging and Health Informatics
- Evaluating the Performance of the Framingham Diabetes Risk Scoring Model in Canadian Electronic Medical Records
- (2015) Morteza Mashayekhi et al. Canadian Journal of Diabetes
- Nonalcoholic Fatty Liver Disease and Type 2 Diabetes: Common Pathophysiologic Mechanisms
- (2015) Chiara Saponaro et al. Current Diabetes Reports
- Nonalcoholic fatty liver disease: A comprehensive review of a growing epidemic
- (2014) Kareem Hassan WORLD JOURNAL OF GASTROENTEROLOGY
- From NAFLD in clinical practice to answers from guidelines
- (2013) Fabio Nascimbeni et al. JOURNAL OF HEPATOLOGY
- Classification Tree for Risk Assessment in Patients Suffering From Congestive Heart Failure via Long-Term Heart Rate Variability
- (2013) Paolo Melillo et al. IEEE Journal of Biomedical and Health Informatics
- 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
- Multivariate Protein Signatures of Pre-Clinical Alzheimer's Disease in the Alzheimer's Disease Neuroimaging Initiative (ADNI) Plasma Proteome Dataset
- (2012) Daniel Johnstone et al. PLoS One
- Aging is a risk factor of nonalcoholic fatty liver disease in premenopausal women
- (2012) Masahide Hamaguchi WORLD JOURNAL OF GASTROENTEROLOGY
- Feature selection and classification of imbalanced datasets
- (2011) Edouard Duchesnay et al. NEUROIMAGE
- Nonalcoholic Fatty Liver Disease Increases Risk of Death Among Patients With Diabetes: A Community-Based Cohort Study
- (2010) Leon A Adams et al. AMERICAN JOURNAL OF GASTROENTEROLOGY
- Practice guidelines for the diagnosis and management of nonalcoholic fatty liver disease
- (2010) P. Loria et al. DIGESTIVE AND LIVER DISEASE
- A systematic analysis of performance measures for classification tasks
- (2009) Marina Sokolova et al. INFORMATION PROCESSING & MANAGEMENT
- An experimental comparison of performance measures for classification
- (2008) C. Ferri et al. PATTERN RECOGNITION LETTERS
- Impact of Fatty Liver Disease on Health Care Utilization and Costs in a General Population: A 5-Year Observation
- (2007) Sebastian E. Baumeister et al. GASTROENTEROLOGY
Find Funding. Review Successful Grants.
Explore over 25,000 new funding opportunities and over 6,000,000 successful grants.
ExploreDiscover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversation