Machine learning for individualized prediction of hepatocellular carcinoma development after the eradication of hepatitis C virus with antivirals

Comparing three machine learning approaches to design a risk assessment tool for future fractures: predicting a subsequent major osteoporotic fracture in fracture patients with osteopenia and osteoporosis

(2021) B. C. S. de Vries et al.   OSTEOPOROSIS INTERNATIONAL

Impact of Obesity and Heavy Alcohol Consumption on Hepatocellular Carcinoma Development after HCV Eradication with Antivirals

(2021) Tatsuya Minami et al.   Liver Cancer

Applying Machine Learning in Liver Disease & Transplantation: A Comprehensive Review

(2020) Ashley Spann et al.   HEPATOLOGY

A New GPU Implementation of Support Vector Machines for Fast Hyperspectral Image Classification

(2020) Mercedes E. Paoletti et al.   Remote Sensing

aMAP risk score predicts hepatocellular carcinoma development in patients with chronic hepatitis

(2020) Rong Fan et al.   JOURNAL OF HEPATOLOGY

Machine Learning in Medicine

(2019) Alvin Rajkomar et al.   NEW ENGLAND JOURNAL OF MEDICINE

Clinical Practice Guidelines for Hepatocellular Carcinoma: The Japan Society of Hepatology 2017 (4th JSH‐HCC Guidelines) a 2019 update

(2019) Norihiro Kokudo et al.   HEPATOLOGY RESEARCH

Research on SVM environment performance of parallel computing based on large data set of machine learning

(2019) Yunlu Gong et al.   JOURNAL OF SUPERCOMPUTING

Validation of a Machine Learning Model That Outperforms Clinical Risk Scoring Systems for Upper Gastrointestinal Bleeding

(2019) Dennis L. Shung et al.   GASTROENTEROLOGY

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

(2018) Jared L. Katzman et al.   BMC Medical Research Methodology

Incidence of Hepatocellular Carcinoma After Direct Antiviral Therapy for HCV in Patients With Cirrhosis Included in Surveillance Programs

(2018) Pierre Nahon et al.   GASTROENTEROLOGY

Diagnosis, Staging and Management of Hepatocellular Carcinoma: 2018 Practice Guidance by the American Association for the Study of Liver Diseases

(2018) Jorge A. Marrero et al.   HEPATOLOGY

Proposed After Direct Acting Antivirals Recommendation for Surveillance (ADRES) score for scheduled ultrasonography surveillance for hepatocellular carcinoma: multicenter analysis

(2018) Atsushi Hiraoka et al.   JOURNAL OF GASTROENTEROLOGY AND HEPATOLOGY

HCV eradication induced by direct-acting antiviral agents reduces the risk of hepatocellular carcinoma

(2018) George N. Ioannou et al.   JOURNAL OF HEPATOLOGY

EASL Clinical Practice Guidelines: Management of hepatocellular carcinoma

(2018) Peter R. Galle et al.   JOURNAL OF HEPATOLOGY

Risk of Hepatocellular Cancer in HCV Patients Treated With Direct-Acting Antiviral Agents

(2017) Fasiha Kanwal et al.   GASTROENTEROLOGY

Glecaprevir plus pibrentasvir for chronic hepatitis C virus genotype 1, 2, 4, 5, or 6 infection in adults with compensated cirrhosis (EXPEDITION-1): a single-arm, open-label, multicentre phase 3 trial

(2017) Xavier Forns et al.   LANCET INFECTIOUS DISEASES

Development and Validation of a Deep Learning Algorithm for Detection of Diabetic Retinopathy in Retinal Fundus Photographs

(2016) Varun Gulshan et al.   JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION

World-wide relative contribution of hepatitis B and C viruses in hepatocellular carcinoma

(2015) Catherine de Martel et al.   HEPATOLOGY

Ledipasvir and Sofosbuvir for Untreated HCV Genotype 1 Infection

(2014) Nezam Afdhal et al.   NEW ENGLAND JOURNAL OF MEDICINE

Post-treatment Levels of α-Fetoprotein Predict Incidence of Hepatocellular Carcinoma After Interferon Therapy

(2013) Tsugiko Oze et al.   Clinical Gastroenterology and Hepatology

α-fetoprotein levels after interferon therapy and risk of hepatocarcinogenesis in chronic hepatitis C

(2013) Yasuhiro Asahina et al.   HEPATOLOGY

Gradient boosting machines, a tutorial

(2013) Alexey Natekin et al.   Frontiers in Neurorobotics

Epidemiology of Viral Hepatitis and Hepatocellular Carcinoma

(2012) Hashem B. El-Serag   GASTROENTEROLOGY

Permutation importance: a corrected feature importance measure

(2010) André Altmann et al.   BIOINFORMATICS

Effect of aging on risk for hepatocellular carcinoma in chronic hepatitis C virus infection

(2010) Yasuhiro Asahina et al.   HEPATOLOGY

Dynamic Epidemiology of Acute Viral Hepatitis in Japan

(2010) Koji Yano et al.   INTERVIROLOGY

Report of the Committee on the Classification and Diagnostic Criteria of Diabetes Mellitus

(2010) et al.   Journal of Diabetes Investigation

Random survival forests

(2008) Hemant Ishwaran et al.   Annals of Applied Statistics