Artificial intelligence for the prevention and clinical management of hepatocellular carcinoma

J Calderaro, TP Seraphin, T Luedde, TG Simon - Journal of hepatology, 2022 - Elsevier
Hepatocellular carcinoma (HCC) currently represents the fifth most common malignancy and
the third-leading cause of cancer-related death worldwide, with incidence and mortality rates …

Epidemiology and surveillance for hepatocellular carcinoma: New trends

AG Singal, P Lampertico, P Nahon - Journal of hepatology, 2020 - Elsevier
The burden of hepatocellular carcinoma (HCC) is highest in East Asia and Africa, although
its incidence and mortality are rapidly rising in the United States and Europe. With the …

Logistic regression was as good as machine learning for predicting major chronic diseases

S Nusinovici, YC Tham, MYC Yan, DSW Ting… - Journal of clinical …, 2020 - Elsevier
Objective To evaluate the performance of machine learning (ML) algorithms and to compare
them with logistic regression for the prediction of risk of cardiovascular diseases (CVDs) …

Risk factors and prevention of hepatocellular carcinoma in the era of precision medicine

N Fujiwara, SL Friedman, N Goossens, Y Hoshida - Journal of hepatology, 2018 - Elsevier
Patients who develop chronic fibrotic liver disease, caused by viral or metabolic aetiologies,
are at a high risk of develo** hepatocellular carcinoma (HCC). Even after complete HCC …

Hepatocellular carcinoma from epidemiology to prevention: translating knowledge into practice

AG Singal, HB El-Serag - Clinical gastroenterology and hepatology, 2015 - Elsevier
The epidemiology of hepatocellular carcinoma (HCC) is characterized by dynamic temporal
trends, several major established (ie, HCV, HBV, alcohol) and emerging (ie, diabetes …

Early detection, curative treatment, and survival rates for hepatocellular carcinoma surveillance in patients with cirrhosis: a meta-analysis

AG Singal, A Pillai, J Tiro - PLoS medicine, 2014 - journals.plos.org
Background Surveillance for hepatocellular carcinoma (HCC) has level I evidence among
patients with hepatitis B but only level II evidence in patients with cirrhosis. This lack of …

Artificial intelligence in gastroenterology: A state-of-the-art review

PT Kröner, MML Engels, BS Glicksberg… - World journal of …, 2021 - pmc.ncbi.nlm.nih.gov
The development of artificial intelligence (AI) has increased dramatically in the last 20 years,
with clinical applications progressively being explored for most of the medical specialties …

Application of artificial intelligence for the diagnosis and treatment of liver diseases

JC Ahn, A Connell, DA Simonetto, C Hughes… - …, 2021 - Wiley Online Library
Modern medical care produces large volumes of multimodal patient data, which many
clinicians struggle to process and synthesize into actionable knowledge. In recent years …

Risk stratification and early detection biomarkers for precision HCC screening

YT Lee, N Fujiwara, JD Yang, Y Hoshida - Hepatology, 2023 - journals.lww.com
Hepatocellular carcinoma (HCC) mortality remains high primarily due to late diagnosis as a
consequence of failed early detection. Professional societies recommend semi‐annual HCC …

Predictors of adequate ultrasound quality for hepatocellular carcinoma surveillance in patients with cirrhosis

O Simmons, DT Fetzer, T Yokoo… - Alimentary …, 2017 - Wiley Online Library
Background Abdominal ultrasound fails to detect over one‐fourth of hepatocellular
carcinoma (HCC) at an early stage in patients with cirrhosis. Identifying patients in whom …