Editorial: Machine learning for biological sequence analysis.
作者信息
Lv Zhibin, Li Mingxin, Wang Yansu, Zou Quan
机构信息
College of Biomedical Engineering, Sichuan University, Chengdu, China.
Institute of Fundamental and Frontier Sciences, University of Electronic Science and Technology of China, Chengdu, China.
出版信息
Front Genet. 2023 Feb 3;14:1150688. doi: 10.3389/fgene.2023.1150688. eCollection 2023.
Abstract
摘要
相似文献
1
Editorial: Machine learning for biological sequence analysis.
Front Genet. 2023 Feb 3;14:1150688. doi: 10.3389/fgene.2023.1150688. eCollection 2023.
2
BERT-Kcr: prediction of lysine crotonylation sites by a transfer learning method with pre-trained BERT models.
Bioinformatics. 2022 Jan 12;38(3):648-654. doi: 10.1093/bioinformatics/btab712.
3
Detecting Potentially Harmful and Protective Suicide-Related Content on Twitter: Machine Learning Approach.
J Med Internet Res. 2022 Aug 17;24(8):e34705. doi: 10.2196/34705.
4
Extracting comprehensive clinical information for breast cancer using deep learning methods.
Int J Med Inform. 2019 Dec;132:103985. doi: 10.1016/j.ijmedinf.2019.103985. Epub 2019 Oct 2.
5
Traditional Machine Learning Models and Bidirectional Encoder Representations From Transformer (BERT)-Based Automatic Classification of Tweets About Eating Disorders: Algorithm Development and Validation Study.
JMIR Med Inform. 2022 Feb 24;10(2):e34492. doi: 10.2196/34492.
6
A transformer architecture based on BERT and 2D convolutional neural network to identify DNA enhancers from sequence information.
Brief Bioinform. 2021 Sep 2;22(5). doi: 10.1093/bib/bbab005.
7
When BERT meets Bilbo: a learning curve analysis of pretrained language model on disease classification.
BMC Med Inform Decis Mak. 2022 Apr 5;21(Suppl 9):377. doi: 10.1186/s12911-022-01829-2.
8
IUP-BERT: Identification of Umami Peptides Based on BERT Features.
Foods. 2022 Nov 21;11(22):3742. doi: 10.3390/foods11223742.
9
BERT-Promoter: An improved sequence-based predictor of DNA promoter using BERT pre-trained model and SHAP feature selection.
Comput Biol Chem. 2022 Aug;99:107732. doi: 10.1016/j.compbiolchem.2022.107732. Epub 2022 Jul 14.
10
The performance of BERT as data representation of text clustering.
J Big Data. 2022;9(1):15. doi: 10.1186/s40537-022-00564-9. Epub 2022 Feb 8.
引用本文的文献
1
Machine-Learning-Aided Advanced Electrochemical Biosensors.
Adv Mater. 2025 Aug;37(33):e2417520. doi: 10.1002/adma.202417520. Epub 2025 Jun 9.
2
A multi-organization epigenetic age prediction based on a channel attention perceptron networks.
Front Genet. 2024 Apr 24;15:1393856. doi: 10.3389/fgene.2024.1393856. eCollection 2024.
3
Review of T cell proliferation regulatory factors in treatment and prognostic prediction for solid tumors.
Heliyon. 2023 Oct 29;9(11):e21329. doi: 10.1016/j.heliyon.2023.e21329. eCollection 2023 Nov.
Zotero 插件