TRANSDILI: A DEEP TRANSFER LEARNING BASED PREDICTION FOR DRUG-INDUCED LIVER INJURY THROUGH LEVERAGING MOLECULAR STRUCTURE IMAGES

被引:0
|
作者
Li, Yue [1 ]
Liu, Bingyan [2 ]
Guo, Yuanchun [2 ]
Deng, Jinyan [1 ]
Guo, Yi [1 ]
Du, Hongbo [1 ]
机构
[1] Beijing Univ, Chinese Med, Dongzhimen Hosp, Beijing, Peoples R China
[2] Beijing Univ Posts & Telecommun, Beijing, Peoples R China
关键词
D O I
暂无
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
1247
引用
收藏
页码:S947 / S948
页数:2
相关论文
共 50 条
  • [21] DeepDILI: Deep Learning-Powered Drug-Induced Liver Injury Prediction Using Model-Level Representation
    Li, Ting
    Tong, Weida
    Roberts, Ruth
    Liu, Zhichao
    Thakkar, Shraddha
    CHEMICAL RESEARCH IN TOXICOLOGY, 2021, 34 (02) : 550 - 565
  • [22] Deep Learning Prediction of Drug-Induced Liver Toxicity by Manifold Embedding of Quantum Information of Drug Molecules
    Li, Tonglei
    Li, Jiaqing
    Jiang, Hongyi
    Skiles, David B.
    PHARMACEUTICAL RESEARCH, 2025, 42 (01) : 109 - 122
  • [23] Predicting Drug-Induced Liver Injury Using Ensemble Learning Methods and Molecular Fingerprints
    Ai, Haixin
    Chen, Wen
    Zhang, Li
    Huang, Liangchao
    Yin, Zimo
    Hu, Huan
    Zhao, Qi
    Zhao, Jian
    Liu, Hongsheng
    TOXICOLOGICAL SCIENCES, 2018, 165 (01) : 100 - 107
  • [24] Chemical, molecular, and clinical basis of drug-induced liver injury
    Park, Kevin
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2013, 246
  • [25] Genetic and Molecular Factors in Drug-Induced Liver Injury: A Review
    Pachkoria, Ketevan
    Isabel Lucena, Ma
    Molokhia, Mariam
    Cueto, Raquel
    Serrano Carballo, Alfonso
    Carvajal, Alfonso
    Andrade, Raul J.
    CURRENT DRUG SAFETY, 2007, 2 (02) : 97 - 112
  • [26] Mechanism-based integrated assay systems for the prediction of drug-induced liver injury
    Kawaguchi, Moemi
    Nukaga, Takumi
    Sekine, Shuichi
    Takemura, Akinori
    Susukida, Takeshi
    Oeda, Shiho
    Kodama, Atsushi
    Hirota, Morihiko
    Kouzuki, Hirokazu
    Ito, Kousei
    TOXICOLOGY AND APPLIED PHARMACOLOGY, 2020, 394
  • [27] Predicting Drug-Induced Liver Injury with Bayesian Machine Learning
    Williams, Dominic P.
    Lazic, Stanley E.
    Foster, Alison J.
    Semenova, Elizaveta
    Morgan, Paul
    CHEMICAL RESEARCH IN TOXICOLOGY, 2020, 33 (01) : 239 - 248
  • [28] Improved Prediction of the Need for Liver Transplantation in Patients With Drug-Induced Liver Injury?
    Tillmann, Hans L.
    Rockey, Don C.
    GASTROENTEROLOGY, 2014, 147 (06) : 1441 - 1441
  • [29] Prediction of drug-induced liver injury and cardiotoxicity using chemical structure and in vitro assay data
    Ye, Lin
    Ngan, Deborah K.
    Xu, Tuan
    Liu, Zhichao
    Zhao, Jinghua
    Sakamuru, Srilatha
    Zhang, Li
    Zhao, Tongan
    Xia, Menghang
    Simeonov, Anton
    Huang, Ruili
    TOXICOLOGY AND APPLIED PHARMACOLOGY, 2022, 454
  • [30] Drug-induced liver injury: Towards early prediction and risk stratification
    Emanuel Raschi
    Fabrizio De Ponti
    World Journal of Hepatology, 2017, (01) : 30 - 37