Research graph
References from MFE-DDI: A multi-view feature encoding framework for drug-drug interaction prediction. Local targets link to admitted publications; unresolved targets remain external evidence.
Unresolved reference
2023 · External reference
10.1002/prot.10186
10.1002/prot.10186 · External reference
Prediction of instantaneous heart rate using adaptive algorithms
2019 · External reference
Using drug descriptions and molecular structures for drug–drug interaction extraction from literature
10.1093/bioinformatics/btaa907 · 2020 · External reference
Cotel-d3x: a chain-of-thought enhanced large language model for drug–drug interaction triplet extraction
10.1016/j.eswa.2025.126953 · 2025 · External reference
Drug–drug interaction relation extraction based on deep learning: a review
2024 · External reference
Deep learning improves prediction of drug–drug and drug–food interactions
2018 · External reference
10.1371/journal.pone.0058321
10.1371/journal.pone.0058321 · External reference
Deepconv-dti: prediction of drug-target interactions via deep learning with convolution on protein sequences
10.1371/journal.pcbi.1007129 · 2019 · External reference
10.1038/nprot.2014.151
10.1038/nprot.2014.151 · External reference
Deeppurpose: a deep learning library for drug–target interaction prediction
10.1093/bioinformatics/btaa1005 · 2020 · External reference
Imagenet classification with deep convolutional neural networks
2012 · External reference
10.3115/v1/d14-1179
10.3115/v1/d14-1179 · External reference
Unresolved reference
2012 · External reference
Attention is all you need
2017 · External reference
10.1039/d2sc02023h
10.1039/d2sc02023h · External reference
3dgt-ddi: 3d graph and text based neural network for drug–drug interaction prediction
10.1093/bib/bbac134 · 2022 · External reference
10.1371/journal.pone.0304798
10.1371/journal.pone.0304798 · External reference
Geometric molecular graph representation learning model for drug-drug interactions prediction
2024 · External reference
Ptb-ddi: an accurate and simple framework for drug–drug interaction prediction based on pre-trained tokenizer and bilstm model
10.3390/ijms252111385 · 2024 · External reference
Unresolved reference
2024 · External reference
10.1145/3219819.3219890
10.1145/3219819.3219890 · 2018 · External reference
Unresolved reference
2019 · External reference
10.1145/3292500.3330989
10.1145/3292500.3330989 · 2019 · External reference
Unresolved reference
External reference
Unresolved reference
External reference
10.18653/v1/p18-1026
10.18653/v1/p18-1026 · External reference
10.1145/3307339.3342161
10.1145/3307339.3342161 · 2019 · External reference
Unresolved reference
2020 · External reference
10.1093/bioinformatics/btab169
10.1093/bioinformatics/btab169 · External reference
Htcl-ddi: a hierarchical triple-view contrastive learning framework for drug–drug interaction prediction
10.1093/bib/bbad324 · 2023 · External reference
Dmfddi: deep multimodal fusion for drug–drug interaction prediction
10.1093/bib/bbad397 · 2023 · External reference
Multi-view feature representation and fusion for drug-drug interactions prediction
10.1186/s12859-023-05212-4 · 2023 · External reference
Moltrans: molecular interaction transformer for drug–target interaction prediction
10.1093/bioinformatics/btaa880 · 2021 · External reference
Building attention and edge message passing neural networks for bioactivity and physical–chemical property prediction
10.1186/s13321-019-0407-y · 2020 · External reference
Unresolved reference
External reference
Molormer: a lightweight self-attention-based method focused on spatial structure of molecular graph for drug–drug interactions prediction
10.1093/bib/bbac296 · 2022 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2021 · External reference
Amde: a novel attention-mechanism-based multidimensional feature encoder for drug–drug interaction prediction
10.1093/bib/bbab545 · 2022 · External reference
Unresolved reference
2018 · External reference
10.1126/scitranslmed.3003377
10.1126/scitranslmed.3003377 · External reference
10.1093/nar/gkx1037
10.1093/nar/gkx1037 · External reference
10.1023/a:1010933404324
10.1023/a:1010933404324 · External reference
10.1162/neco.1997.9.8.1735
10.1162/neco.1997.9.8.1735 · External reference
Graph attention networks
2017 · External reference
Dsn-ddi: an accurate and generalized framework for drug–drug interaction prediction by dual-view representation learning
10.1093/bib/bbac597 · 2023 · External reference
Deepdds: deep graph neural network with attention mechanism to predict synergistic drug combinations
10.1093/bib/bbab390 · 2022 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2024 · External reference
