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PubPharm (79)
1
ProtTrans and multi-window scanning convolutional neural networks for the prediction of protein-peptide interaction sites
enthalten in:
Journal of molecular graphics & modelling
| 2024
von
Le, V.
|
Zhan, Z.
|
Vu, T.
| +2
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2
DeepPLM_mCNN : An approach for enhancing ion channel and ion transporter recognition by multi-window CNN based on features from pre-trained language models
enthalten in:
Computational biology and chemistry
| 2024
von
Le, V.
|
Malik, M.
|
Tseng, Y.
| +3
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3
Integrating Pre-Trained protein language model and multiple window scanning deep learning networks for accurate identification of secondary active transporters in membrane proteins
enthalten in:
Methods (San Diego, Calif.)
| 2023
von
Shahid Malik, M.
|
Ou, Y.
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4
Recent advances in features generation for membrane protein sequences : From multiple sequence alignment to pre-trained language models
enthalten in:
Proteomics
| 2023
von
Ou, Y.
|
Ho, Q.
|
Chang, H.
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5
Disto-TRP : An approach for identifying transient receptor potential (TRP) channels using structural information generated by AlphaFold
enthalten in:
Gene
| 2023
von
Muazzam Ali Shah, S.
|
Ou, Y.
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6
Recent advances in features generation for membrane protein sequences : From multiple sequence alignment to pre‐trained language models
enthalten in:
PROTEOMICS
| 2023
von
Ou, Y.
|
Ho, Q.
|
Chang, H.
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7
MFPS_CNN : Multi-filter Pattern Scanning from Position-specific Scoring Matrix with Convolutional Neural Network for Efficient Prediction of Ion Transporters
enthalten in:
Molecular informatics
| 2022
von
Nguyen, T.
|
Ho, Q.
|
Tarn, Y.
| +1
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8
Using multiple convolutional window scanning of convolutional neural network for an efficient prediction of ATP-binding sites in transport proteins
enthalten in:
Proteins
| 2022
von
Nguyen, T.
|
Chen, S.
|
Ho, Q.
| +1
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9
Use Chou's 5-Steps Rule With Different Word Embedding Types to Boost Performance of Electron Transport Protein Prediction Model
enthalten in:
IEEE/ACM transactions on computational biology and bioinformatics
| 2022
von
Nguyen, T.
|
Ho, Q.
|
Le, N.
| +2
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10
mCNN-ETC : identifying electron transporters and their functional families by using multiple windows scanning techniques in convolutional neural networks with evolutionary information of protein sequences
enthalten in:
Briefings in bioinformatics
| 2022
von
Ho, Q.
|
Le, N.
|
Ou, Y.
ErratumIn: Brief Bioinform. 2023 Mar 19;24(2):. - PMID 36813564
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Thema
47
Journal Article
33
Research Support, Non-U.S. Gov't
11
Amino Acids
10
Position specific scoring matrix
9
Natural language processing
7
Carrier Proteins
7
convolutional neural network
6
Deep learning
6
Membrane Proteins
6
Significant amino acid pairs
5
Feature extraction
5
Machine learning
5
Membrane Transport Proteins
5
Proteins
5
Transporter
5
deep learning
4
Annotation
4
BERT
4
Ensemble tree-based algorithms
4
Feature selection
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2010-2019
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