Identification of clinical phenotypes associated with poor prognosis in patients with nonalcoholic fatty liver disease via unsupervised machine learning.
Ito T, Morooka H, Takahashi H, Fujii H, Iwaki M, Hayashi H, Toyoda H, Oeda S, Hyogo H, Kawanaka M, Morishita A, Munekage K, Kawata K, Tsutsumi T, Sawada K, Maeshiro T, Tobita H, Yoshida Y, Naito M, Araki A, Arakaki S, Kawaguchi T, Noritake H, Ono M, Masaki T, Yasuda S, Tomita E, Yoneda M, Tokushige A, Ishigami M, Kamada Y, Ueda S, Aishima S, Sumida Y, Nakajima A, Okanoue T; Japan Study Group of Nonalcoholic Fatty Liver Disease (JSG-NAFLD).
Ito T, et al.
J Gastroenterol Hepatol. 2023 Oct;38(10):1832-1839. doi: 10.1111/jgh.16326. Epub 2023 Aug 19.
J Gastroenterol Hepatol. 2023.
PMID: 37596843