iDNA-ABF: multi-scale deep biological language learning model for the interpretable prediction of DNA methylations

Jin, JR; Yu, YY; Wang, RH; Zeng, X; Pang, C; Jiang, Y; Li, ZS; Dai, YT; Su, R; Zou, Q; Nakai, K; Wei, LY

Wei, LY (通讯作者),Shandong Univ, Sch Software, Jinan 250101, Peoples R China.;Wei, LY (通讯作者),Shandong Univ, Joint SDU NTU Ctr Artificial Intelligence Res C F, Jinan 250101, Peoples R China.;Nakai, K (通讯作者),Univ Tokyo, Human Genome Ctr, Inst Med Sci, Tokyo 1088639, Japan.;Nakai, K (通讯作者),Univ Tokyo, Dept Computat Biol & Med Sci, Kashiwa, Chiba 2778563, Japan.

GENOME BIOLOGY, 2022; 23 (1):

Abstract

In this study, we propose iDNA-ABF, a multi-scale deep biological language learning model that enables the interpretable prediction of DNA methylation......

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