522 related articles for article (PubMed ID: 33951729)
1. MG-BERT: leveraging unsupervised atomic representation learning for molecular property prediction.
Zhang XC; Wu CK; Yang ZJ; Wu ZX; Yi JC; Hsieh CY; Hou TJ; Cao DS
Brief Bioinform; 2021 Nov; 22(6):. PubMed ID: 33951729
[TBL] [Abstract][Full Text] [Related]
2. FG-BERT: a generalized and self-supervised functional group-based molecular representation learning framework for properties prediction.
Li B; Lin M; Chen T; Wang L
Brief Bioinform; 2023 Sep; 24(6):. PubMed ID: 37930026
[TBL] [Abstract][Full Text] [Related]
3. An effective self-supervised framework for learning expressive molecular global representations to drug discovery.
Li P; Wang J; Qiao Y; Chen H; Yu Y; Yao X; Gao P; Xie G; Song S
Brief Bioinform; 2021 Nov; 22(6):. PubMed ID: 33940598
[TBL] [Abstract][Full Text] [Related]
4. Attention-wise masked graph contrastive learning for predicting molecular property.
Liu H; Huang Y; Liu X; Deng L
Brief Bioinform; 2022 Sep; 23(5):. PubMed ID: 35940592
[TBL] [Abstract][Full Text] [Related]
5. BatmanNet: bi-branch masked graph transformer autoencoder for molecular representation.
Wang Z; Feng Z; Li Y; Li B; Wang Y; Sha C; He M; Li X
Brief Bioinform; 2023 Nov; 25(1):. PubMed ID: 38033291
[TBL] [Abstract][Full Text] [Related]
6. MolRoPE-BERT: An enhanced molecular representation with Rotary Position Embedding for molecular property prediction.
Liu Y; Zhang R; Li T; Jiang J; Ma J; Wang P
J Mol Graph Model; 2023 Jan; 118():108344. PubMed ID: 36242862
[TBL] [Abstract][Full Text] [Related]
7. LGGA-MPP: Local Geometry-Guided Graph Attention for Molecular Property Prediction.
Song L; Zhu H; Wang K; Li M
J Chem Inf Model; 2024 Apr; 64(8):3105-3113. PubMed ID: 38516950
[TBL] [Abstract][Full Text] [Related]
8. SMG-BERT: integrating stereoscopic information and chemical representation for molecular property prediction.
Zhang J; Du W; Yang X; Wu D; Li J; Wang K; Wang Y
Front Mol Biosci; 2023; 10():1216765. PubMed ID: 37457837
[TBL] [Abstract][Full Text] [Related]
9. CasANGCL: pre-training and fine-tuning model based on cascaded attention network and graph contrastive learning for molecular property prediction.
Zheng Z; Tan Y; Wang H; Yu S; Liu T; Liang C
Brief Bioinform; 2023 Jan; 24(1):. PubMed ID: 36592051
[TBL] [Abstract][Full Text] [Related]
10. Augmented Graph Neural Network with hierarchical global-based residual connections.
Rassil A; Chougrad H; Zouaki H
Neural Netw; 2022 Jun; 150():149-166. PubMed ID: 35313247
[TBL] [Abstract][Full Text] [Related]
11. Enhancing Molecular Property Prediction through Task-Oriented Transfer Learning: Integrating Universal Structural Insights and Domain-Specific Knowledge.
Duan Y; Yang X; Zeng X; Wang W; Deng Y; Cao D
J Med Chem; 2024 Jun; 67(11):9575-9586. PubMed ID: 38748846
[TBL] [Abstract][Full Text] [Related]
12. ABT-MPNN: an atom-bond transformer-based message-passing neural network for molecular property prediction.
Liu C; Sun Y; Davis R; Cardona ST; Hu P
J Cheminform; 2023 Feb; 15(1):29. PubMed ID: 36843022
[TBL] [Abstract][Full Text] [Related]
13. A knowledge-guided pre-training framework for improving molecular representation learning.
Li H; Zhang R; Min Y; Ma D; Zhao D; Zeng J
Nat Commun; 2023 Nov; 14(1):7568. PubMed ID: 37989998
[TBL] [Abstract][Full Text] [Related]
14. Knowledge-based BERT: a method to extract molecular features like computational chemists.
Wu Z; Jiang D; Wang J; Zhang X; Du H; Pan L; Hsieh CY; Cao D; Hou T
Brief Bioinform; 2022 May; 23(3):. PubMed ID: 35438145
[TBL] [Abstract][Full Text] [Related]
15. Extracting comprehensive clinical information for breast cancer using deep learning methods.
Zhang X; Zhang Y; Zhang Q; Ren Y; Qiu T; Ma J; Sun Q
Int J Med Inform; 2019 Dec; 132():103985. PubMed ID: 31627032
[TBL] [Abstract][Full Text] [Related]
16. Comparing Pre-trained and Feature-Based Models for Prediction of Alzheimer's Disease Based on Speech.
Balagopalan A; Eyre B; Robin J; Rudzicz F; Novikova J
Front Aging Neurosci; 2021; 13():635945. PubMed ID: 33986655
[No Abstract] [Full Text] [Related]
17. A fingerprints based molecular property prediction method using the BERT model.
Wen N; Liu G; Zhang J; Zhang R; Fu Y; Han X
J Cheminform; 2022 Oct; 14(1):71. PubMed ID: 36271394
[TBL] [Abstract][Full Text] [Related]
18. HimGNN: a novel hierarchical molecular graph representation learning framework for property prediction.
Han S; Fu H; Wu Y; Zhao G; Song Z; Huang F; Zhang Z; Liu S; Zhang W
Brief Bioinform; 2023 Sep; 24(5):. PubMed ID: 37594313
[TBL] [Abstract][Full Text] [Related]
19. HiGNN: A Hierarchical Informative Graph Neural Network for Molecular Property Prediction Equipped with Feature-Wise Attention.
Zhu W; Zhang Y; Zhao D; Xu J; Wang L
J Chem Inf Model; 2023 Jan; 63(1):43-55. PubMed ID: 36519623
[TBL] [Abstract][Full Text] [Related]
20. A BERT-based pretraining model for extracting molecular structural information from a SMILES sequence.
Zheng X; Tomiura Y
J Cheminform; 2024 Jun; 16(1):71. PubMed ID: 38898528
[TBL] [Abstract][Full Text] [Related]
[Next] [New Search]