Prediction of protein-ligand binding affinity via deep learning models (vol 25, bbae081, 2024)

被引：0
|
作者：
Wang, Huiwen [1 ]
机构：
[1] Henan Univ Sci & Technol, Sch Phys & Engn, Luoyang 471023, Peoples R China
来源：
BRIEFINGS IN BIOINFORMATICS | 2024年 / 25卷 / 04期
关键词：
D O I：
10.1093/bib/bbae310
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
引用
收藏
页数：1
相关论文
共 50 条
  • [11] Effects of data quality and quantity on deep learning for protein-ligand binding affinity prediction
    Fan, Frankie J.
    Shi, Yun
    BIOORGANIC & MEDICINAL CHEMISTRY, 2022, 72
  • [12] An Analysis of Proteochemometric and Conformal Prediction Machine Learning Protein-Ligand Binding Affinity Models
    Parks, Conor
    Gaieb, Zied
    Amaro, Rommie E.
    FRONTIERS IN MOLECULAR BIOSCIENCES, 2020, 7
  • [13] Prediction of Protein-Ligand Binding Affinity by a Hybrid Quantum-Classical Deep Learning Algorithm
    Dong, Lina
    Li, Yulin
    Liu, Dandan
    Ji, Ye
    Hu, Bo
    Shi, Shuai
    Zhang, Fangyan
    Hu, Junjie
    Qian, Kun
    Jin, Xianmin
    Wang, Binju
    ADVANCED QUANTUM TECHNOLOGIES, 2023, 6 (09)
  • [14] A point cloud-based deep learning strategy for protein-ligand binding affinity prediction
    Wang, Yeji
    Wu, Shuo
    Duan, Yanwen
    Huang, Yong
    BRIEFINGS IN BIOINFORMATICS, 2022, 23 (01)
  • [15] DeepDTAF: a deep learning method to predict protein-ligand binding affinity
    Wang, Kaili
    Zhou, Renyi
    Li, Yaohang
    Li, Min
    BRIEFINGS IN BIOINFORMATICS, 2021, 22 (05)
  • [16] DEELIG: A Deep Learning Approach to Predict Protein-Ligand Binding Affinity
    Ahmed, Asad
    Mam, Bhavika
    Sowdhamini, Ramanathan
    BIOINFORMATICS AND BIOLOGY INSIGHTS, 2021, 15
  • [17] Dowker complex based machine learning (DCML) models for protein-ligand binding affinity prediction
    Liu, Xiang
    Feng, Huitao
    Wu, Jie
    Xia, Kelin
    PLOS COMPUTATIONAL BIOLOGY, 2022, 18 (04)
  • [18] Exploring protein-ligand binding affinity prediction with electron density-based geometric deep learning
    Isert, Clemens
    Atz, Kenneth
    Riniker, Sereina
    Schneider, Gisbert
    RSC ADVANCES, 2024, 14 (07) : 4492 - 4502
  • [19] DeepAtom: A Framework for Protein-Ligand Binding Affinity Prediction
    Li, Yanjun
    Rezaei, Mohammad A.
    Li, Chenglong
    Li, Xiaolin
    2019 IEEE INTERNATIONAL CONFERENCE ON BIOINFORMATICS AND BIOMEDICINE (BIBM), 2019, : 303 - 310
  • [20] Ensembling methods for protein-ligand binding affinity prediction
    Cader, Jiffriya Mohamed Abdul
    Newton, M. A. Hakim
    Rahman, Julia
    Cader, Akmal Jahan Mohamed Abdul
    Sattar, Abdul
    SCIENTIFIC REPORTS, 2024, 14 (01):
12345