Enhancement of Inpatient Mortality Prognostication With Machine Learning in a Prospective Global Cohort of Patients With Cirrhosis With External Validation
利用机器学习提高前瞻性全球肝硬化患者队列的住院死亡率预测准确性并进行外部验证
期刊:Gastroenterology
影响因子:25.1
doi:10.1053/j.gastro.2025.07.015
Silvey, Scott; Kamath, Patrick S; George, Jacob; Choudhury, Ashok; Xie, Qing; Topazian, Mark; Mekonnen, Hailemichael Desalgn; Cao, Zhujun; Nagral, Aabha; Reddy, K Rajender; Adebayo, Danielle; Asrani, Sumeet K; Rajoriya, Neil; Arrese, Marco; Aghayeva, Sevda; Sharma, Mithun; Huezo, Sarai Gonzalez; Gadano, Adrian; Yapici, Hasan Basri; Debzi, Nabil; Shaw, Jawaid; Albhaisi, Somaya; Pérez Hernández, José Luis; Wang, Yingling; Peng, Feng; Wei, Linlin; Eapen, C E; Tan, Hiang Keat; Fung, James Y; Rajaram, Ruveena; Thanapirom, Kessarin; Adanır, Haydar; Doyle, Adam; Shalimar; Su, Minghua; Jothimani, Dinesh; Cai, Yijing; Velazquez, Rene Male; Wang, Wei; Gounder, Michael; Gofton, Cameron; Barutcu, Sezgin; Haktaniyan, Busra; Farias, Alberto Q; Aravinthan, Aloysious D; Bera, Chinmay; Singh, Surender; Hayes, Peter C; Idilman, Ramazan; Torre, Aldo; Alvares-da-Silva, Mario Reis; Seto, Wai-Kay; Wong, Florence; Bush, Brian J; Thacker, Leroy R; Patel, Nilang; Bajaj, Jasmohan S