Machine Learning Algorithms Outperform Conventional Regression Models in Predicting Development of Hepatocellular Carcinoma

Detection of Hepatocellular Carcinoma at Advanced Stages Among Patients in the HALT-C Trial: Where Did Surveillance Fail?

(2013) Amit G Singal et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Effectiveness of Hepatocellular Carcinoma Surveillance in Patients with Cirrhosis

(2012) A. G. Singal et al.   CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION

Improving Screening for Hepatocellular Carcinoma by Incorporating Data on Levels of α-Fetoprotein, Over Time

(2012) Elliot Lee et al.   Clinical Gastroenterology and Hepatology

Disease-Free Survival after Hepatic Resection in Hepatocellular Carcinoma Patients: A Prediction Approach Using Artificial Neural Network

(2012) Wen-Hsien Ho et al.   PLoS One

Machine Learning in Medicine: A Primer for Physicians

(2010) Akbar K Waljee et al.   AMERICAN JOURNAL OF GASTROENTEROLOGY

Recent advances in the treatment of hepatocellular carcinoma

(2010) Amit G Singal et al.   CURRENT OPINION IN GASTROENTEROLOGY

Alpha-fetoprotein should be included in the hepatocellular carcinoma surveillance guidelines of the american association for the study of liver diseases

(2010) Marrero Jorge A. et al.   HEPATOLOGY

Focus

(2010) Daniel Shouval   JOURNAL OF HEPATOLOGY

Meta-analysis: surveillance with ultrasound for early-stage hepatocellular carcinoma in patients with cirrhosis

(2009) A. SINGAL et al.   ALIMENTARY PHARMACOLOGY & THERAPEUTICS

Algorithms Outperform Metabolite Tests in Predicting Response of Patients With Inflammatory Bowel Disease to Thiopurines

(2009) Akbar K. Waljee et al.   Clinical Gastroenterology and Hepatology

Assessing the Performance of Prediction Models

(2009) Ewout W. Steyerberg et al.   EPIDEMIOLOGY

Incidence of Hepatocellular Carcinoma and Associated Risk Factors in Hepatitis C-Related Advanced Liver Disease

(2008) Anna S. Lok et al.   GASTROENTEROLOGY

Validation, updating and impact of clinical prediction rules: A review

(2008) D.B. Toll et al.   JOURNAL OF CLINICAL EPIDEMIOLOGY

Prolonged Therapy of Advanced Chronic Hepatitis C with Low-Dose Peginterferon

(2008) Adrian M. Di Bisceglie et al.   NEW ENGLAND JOURNAL OF MEDICINE