An artificial intelligence model to predict hepatocellular carcinoma risk in Korean and Caucasian patients with chronic hepatitis B

Several models have recently been developed to predict risk of hepatocellular carcinoma (HCC) in patients with chronic hepatitis B (CHB). Our aims were to develop and validate an artificial intelligence-assisted prediction model of HCC risk. Using a gradient-boosting machine (GBM) algorithm, a model...

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Bibliographic Details
Published in:	Journal of hepatology Vol. 76; no. 2; pp. 311 - 318
Main Authors:	Kim, Hwi Young, Lampertico, Pietro, Nam, Joon Yeul, Lee, Hyung-Chul, Kim, Seung Up, Sinn, Dong Hyun, Seo, Yeon Seok, Lee, Han Ah, Park, Soo Young, Lim, Young-Suk, Jang, Eun Sun, Yoon, Eileen L., Kim, Hyoung Su, Kim, Sung Eun, Ahn, Sang Bong, Shim, Jae-Jun, Jeong, Soung Won, Jung, Yong Jin, Sohn, Joo Hyun, Cho, Yong Kyun, Jun, Dae Won, Dalekos, George N., Idilman, Ramazan, Sypsa, Vana, Berg, Thomas, Buti, Maria, Calleja, Jose Luis, Goulis, John, Manolakopoulos, Spilios, Janssen, Harry L.A., Jang, Myoung-jin, Lee, Yun Bin, Kim, Yoon Jun, Yoon, Jung-Hwan, Papatheodoridis, George V., Lee, Jeong-Hoon
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.02.2022 Elsevier Science Ltd
Subjects:	Adult Antiviral Agents - pharmacology Antiviral Agents - therapeutic use antiviral treatment Artificial intelligence Artificial Intelligence - standards Artificial Intelligence - statistics & numerical data Asians - ethnology Asians - statistics & numerical data Carcinoma, Hepatocellular - etiology Carcinoma, Hepatocellular - physiopathology chronic hepatitis B Cirrhosis Cohort Studies Computer Simulation - standards Computer Simulation - statistics & numerical data deep neural networking Female Follow-Up Studies Guanine - analogs & derivatives Guanine - pharmacology Guanine - therapeutic use HBV HCC Hepatitis B Hepatitis B, Chronic - complications Hepatitis B, Chronic - physiopathology Hepatocellular carcinoma Humans Interferon Learning algorithms Liver cancer Liver cirrhosis Liver Neoplasms - complications Liver Neoplasms - physiopathology Machine learning Male Middle Aged Patients Prediction models Republic of Korea - ethnology Risk groups Tenofovir Tenofovir - pharmacology Tenofovir - therapeutic use White people Whites - ethnology Whites - statistics & numerical data Republic of Korea chronic hepatitis B antiviral treatment deep neural networking HCC liver cancer HBV
ISSN:	0168-8278, 1600-0641, 1600-0641
Online Access:	Get full text
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