Comparison and development of advanced machine learning tools to predict nonalcoholic fatty liver disease: An extended study

Fatty Liver Disease ◽

Learning Tools ◽

Extended Study ◽

Digital image analysis of ultrasound images using machine learning to diagnose pediatric nonalcoholic fatty liver disease

Clinical Imaging ◽

10.1016/j.clinimag.2021.02.038 ◽

2021 ◽

Vol 77 ◽

pp. 62-68

Author(s):

Amit Das ◽

Mary Connell ◽

Shailesh Khetarpal

Keyword(s):

Machine Learning ◽

Image Analysis ◽

Liver Disease ◽

Fatty Liver ◽

Digital Image ◽

Fatty Liver Disease ◽

Digital Image Analysis ◽

Ultrasound Images ◽

Raman spectroscopic histology using machine learning for nonalcoholic fatty liver disease

FEBS Letters ◽

10.1002/1873-3468.13520 ◽

2019 ◽

Vol 593 (18) ◽

pp. 2535-2544 ◽

Cited By ~ 3

Author(s):

Khalifa Mohammad Helal ◽

James Nicholas Taylor ◽

Harsono Cahyadi ◽

Akira Okajima ◽

Koji Tabata ◽

...

Keyword(s):

Machine Learning ◽

Liver Disease ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Raman Spectroscopic

High-Throughput, Machine Learning–Based Quantification of Steatosis, Inflammation, Ballooning, and Fibrosis in Biopsies From Patients With Nonalcoholic Fatty Liver Disease

Clinical Gastroenterology and Hepatology ◽

10.1016/j.cgh.2019.12.025 ◽

2020 ◽

Vol 18 (9) ◽

pp. 2081-2090.e9 ◽

Cited By ~ 2

Author(s):

Roberta Forlano ◽

Benjamin H. Mullish ◽

Nikolaos Giannakeas ◽

James B. Maurice ◽

Napat Angkathunyakul ◽

...

Keyword(s):

Machine Learning ◽

Liver Disease ◽

Fatty Liver ◽

High Throughput ◽

Fatty Liver Disease ◽

Digital Image Analysis (DIA) of Ultrasound Images Using Machine Learning to Diagnose Pediatric Nonalcoholic Fatty Liver Disease (NAFLD)

10.1542/peds.147.3_meetingabstract.9 ◽

2021 ◽

Author(s):

Amit Das ◽

Mary J. Connell ◽

Shailesh Khetarpal

Keyword(s):

Machine Learning ◽

Image Analysis ◽

Liver Disease ◽

Fatty Liver ◽

Digital Image ◽

Fatty Liver Disease ◽

Digital Image Analysis ◽

Ultrasound Images ◽

S1177 Multivariable Liver Fibrosis Staging Prediction Using Machine Learning in Nonalcoholic Fatty Liver Disease (AI-LF)

The American Journal of Gastroenterology ◽

10.14309/01.ajg.0000778240.68038.c5 ◽

2021 ◽

Vol 116 (1) ◽

pp. S548-S548

Author(s):

Mahesh K. Goenka ◽

Gajanan Rodge ◽

Enam Murshed Khan ◽

Usha Goenka ◽

Bharath Potla ◽

...

Keyword(s):

Machine Learning ◽

Liver Disease ◽

Liver Fibrosis ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Fibrosis Staging

Nonalcoholic fatty liver disease and early prediction of gestational diabetes using machine learning methods

Clinical and Molecular Hepatology ◽

10.3350/cmh.2021.0174 ◽

2021 ◽

Author(s):

Seung Mi Lee ◽

Suhyun Hwangbo ◽

Errol R. Norwitz ◽

Ja Nam Koo ◽

Ig Hwan Oh ◽

...

Keyword(s):

Machine Learning ◽

Liver Disease ◽

Gestational Diabetes ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Early Prediction ◽

Learning Methods ◽

Machine Learning Methods

Nonalcoholic fatty liver disease: The most common cause of abnormal liver enzymes in the U.S. population

Gastroenterology ◽

10.1016/s0016-5085(01)80321-8 ◽

2001 ◽

Vol 120 (5) ◽

pp. A65-A65 ◽

Cited By ~ 17

Author(s):

J CLARK ◽

F BRANCATI ◽

A DIEHL

Keyword(s):

Liver Disease ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Liver Enzymes ◽

Common Cause ◽

The U.S

Abstract #604: Vitamin D and Histologic Severity of Nonalcoholic Fatty Liver Disease: A Systematic Review and Meta-Analysis

Endocrine Practice ◽

10.1016/s1530-891x(20)44481-7 ◽

2017 ◽

Vol 23 ◽

pp. 123

Author(s):

Sikarin Upala ◽

Anawin Sanguankeo ◽

Veeravich Jaruvongvanich

Keyword(s):

Systematic Review ◽

Vitamin D ◽

Liver Disease ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Meta Analysis ◽

Abstracts #300082: Current Therapies in Nonalcoholic Fatty Liver Disease (NAFLD). A Meta-analysis of Randomized Controlled Trials

Endocrine Practice ◽

10.1016/s1530-891x(20)48249-7 ◽

2020 ◽

Vol 26 ◽

pp. 5

Author(s):

Emily Wood

Keyword(s):

Liver Disease ◽

Fatty Liver ◽

Randomized Controlled Trials ◽

Fatty Liver Disease ◽

Meta Analysis ◽

Controlled Trials ◽

Randomized Controlled ◽

Current Therapies

Blood Test Predicts Steatohepatitis in Patients Who Have Nonalcoholic Fatty Liver Disease

Family Practice News ◽

10.1016/s0300-7073(06)73226-1 ◽

2006 ◽

Vol 36 (10) ◽

pp. 58

Author(s):

Melinda Tanzola

Keyword(s):

Liver Disease ◽

Fatty Liver ◽

Fatty Liver Disease ◽

Blood Test ◽