Novel machine learning models outperform risk scores in predicting hepatocellular carcinoma in patients with chronic viral hepatitis.

Wong, Grace Lai-Hung; Hui, Vicki Wing-Ki; Tan, Qingxiong; Xu, Jingwen; Lee, Hye Won; Yip, Terry Cheuk-Fung; Yang, Baoyao; Tse, Yee-Kit; Yin, Chong; Lyu, Fei; Lai, Jimmy Che-To; Lui, Grace Chung-Yan; Chan, Henry Lik-Yuen; Yuen, Pong-Chi; Wong, Vincent Wai-Sun

Wong, Grace Lai-Hung; Hui, Vicki Wing-Ki; Tan, Qingxiong; Xu, Jingwen; Lee, Hye Won; Yip, Terry Cheuk-Fung; Yang, Baoyao; Tse, Yee-Kit; Yin, Chong; Lyu, Fei; Lai, Jimmy Che-To; Lui, Grace Chung-Yan; Chan, Henry Lik-Yuen; Yuen, Pong-Chi; Wong, Vincent Wai-Sun.

Affiliation

Wong GL; Medical Data Analytic Centre, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Hui VW; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Tan Q; Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Xu J; Medical Data Analytic Centre, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Lee HW; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Yip TC; Department of Computer Science, Hong Kong Baptist University, Hong Kong Special Administrative Region, China.
Yang B; Department of Computer Science, Hong Kong Baptist University, Hong Kong Special Administrative Region, China.
Tse YK; Department of Internal Medicine, Yonsei University College of Medicine, Seoul, South Korea.
Yin C; Medical Data Analytic Centre, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Lyu F; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Lai JC; Institute of Digestive Disease, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Lui GC; Department of Computer Science, Hong Kong Baptist University, Hong Kong Special Administrative Region, China.
Chan HL; Medical Data Analytic Centre, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Yuen PC; Department of Medicine and Therapeutics, The Chinese University of Hong Kong, Hong Kong Special Administrative Region, China.
Wong VW; Department of Computer Science, Hong Kong Baptist University, Hong Kong Special Administrative Region, China.

JHEP Rep ; 4(3): 100441, 2022 Mar.

Article in En | MEDLINE | ID: mdl-35198928

Key words

ALT, alanine aminotransferase; APRI, aspartate transaminase-to-platelet ratio index; AUROC, area under the receiver operating characteristic curve; Antiviral treatment; CDARS, Clinical Data Analysis and Reporting System; CHB, chronic hepatitis B; CHC, chronic hepatitis C; CI, confidence intervals; CVH, chronic viral hepatitis; Cirrhosis; DM, diabetes mellitus; HADCL, Hospital Authority Data Collaboration Lab; HBV, hepatitis B virus; HBeAg, hepatitis B e antigen; HBsAg, hepatitis B surface antigen; HCC, hepatocellular carcinoma; ICD-9-CM, International Classification of Diseases, Ninth Revision Clinical Modification; Liver cancer; Mortality; NA, nucleos(t)ide analogue; RS, ridge score; WHO, World Health Organization; World Health Organization; aHR, adjusted hazard ratio; anti-HCV, antibody to hepatitis C virus

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Full text: 1 Collection: 01-internacional Database: MEDLINE Type of study: Etiology_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Language: En Journal: JHEP Rep Year: 2022 Document type: Article Affiliation country:

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