نتائج البحث

Prediction of Protein–Protein Interactions Based on Integrating Deep Learning and Feature Fusion †.

• Authors : Tran, Hoai-Nhan¹ (AUTHOR) ; Nguyen, Phuc-Xuan-Quynh¹ (AUTHOR); Guo, Fei¹ (AUTHOR)

Subjects: *PROTEIN-protein interactions; *DEEP learning; *AMINO acid sequence

• Source: International Journal of Molecular Sciences. Jun2024, Vol. 25 Issue 11, p5820. 20p.

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MSGNN-DTA: Multi-Scale Topological Feature Fusion Based on Graph Neural Networks for Drug–Target Binding Affinity Prediction.

• Authors : Wang, Shudong¹ (AUTHOR); Song, Xuanmo¹ (AUTHOR); Zhang, Yuanyuan² (AUTHOR)

Subjects: *DRUG discovery; *DRUG repositioning; *WEIGHTED graphs

• Source: International Journal of Molecular Sciences. May2023, Vol. 24 Issue 9, p8326. 17p.

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LncSL: A Novel Stacked Ensemble Computing Tool for Subcellular Localization of lncRNA by Amino Acid-Enhanced Features and Two-Stage Automated Selection Strategy.

• Authors : Zhu, Lun¹ (AUTHOR) ; Chen, Hong¹ (AUTHOR); Yang, Sen¹ (AUTHOR)

• Source: International Journal of Molecular Sciences. Dec2024, Vol. 25 Issue 24, p13734. 35p.

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MHTAPred-SS: A Highly Targeted Autoencoder-Driven Deep Multi-Task Learning Framework for Accurate Protein Secondary Structure Prediction.

• Authors : Feng, Runqiu¹ (AUTHOR) ; Wang, Xun¹ (AUTHOR) ; Xia, Zhijun¹ (AUTHOR)

• Source: International Journal of Molecular Sciences. Dec2024, Vol. 25 Issue 24, p13444. 28p.

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LncLocation: Efficient Subcellular Location Prediction of Long Non-Coding RNA-Based Multi-Source Heterogeneous Feature Fusion.

• Authors : Feng S; Key Laboratory of Symbol Computation and Knowledge Engineering of Ministry of Education, College of Computer Science and Technology, Jilin University, Changchun 130012, China.; Zhuhai Laboratory of Key Laboratory of Symbol Computation and Knowledge Engineering of Ministry of Education, Zhuhai College of Jilin University, Zhuhai 519041, China.

Subjects: Genome, Human* ; Software* ; Support Vector Machine*

• Source: International journal of molecular sciences [Int J Mol Sci] 2020 Oct 01; Vol. 21 (19). Date of Electronic Publication: 2020 Oct 01.Publisher: MDPI Country of Publication: Switzerland NLM ID: 101092791 Publication Model: Electronic Cited Medium: Internet ISSN: 1422-0067

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DeepTP: A Deep Learning Model for Thermophilic Protein Prediction.

• Authors : Zhao, Jianjun^1,2 (AUTHOR); Yan, Wenying^3,4,5 (AUTHOR) ; Yang, Yang^1,2 (AUTHOR)

Subjects: *DEEP learning; *MACHINE learning; *PROTEIN models

• Source: International Journal of Molecular Sciences. Feb2023, Vol. 24 Issue 3, p2217. 14p.

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DeepEnhancerPPO: An Interpretable Deep Learning Approach for Enhancer Classification.

• Authors : Mu, Xuechen^1,2 (AUTHOR) ; Huang, Zhenyu^2,3 (AUTHOR) ; Chen, Qiufen⁴ (AUTHOR)

• Source: International Journal of Molecular Sciences. Dec2024, Vol. 25 Issue 23, p12942. 27p.

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PRITrans: A Transformer-Based Approach for the Prediction of the Effects of Missense Mutation on Protein–RNA Interactions.

• Authors : Ge, Fang¹ (AUTHOR) ; Li, Cui-Feng² (AUTHOR) ; Zhang, Chao-Ming² (AUTHOR)

Subjects: *LANGUAGE models; *RNA-protein interactions; *MOLECULAR biology

• Source: International Journal of Molecular Sciences. Nov2024, Vol. 25 Issue 22, p12348. 17p.

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NFSA-DTI: A Novel Drug–Target Interaction Prediction Model Using Neural Fingerprint and Self-Attention Mechanism.

• Authors : Liu, Feiyang¹ (AUTHOR) ; Xu, Huang¹ (AUTHOR); Cui, Peng¹ (AUTHOR)

Subjects: *GRAPH neural networks; *DRUG discovery; *AMINO acid sequence

• Source: International Journal of Molecular Sciences. Nov2024, Vol. 25 Issue 21, p11818. 17p.

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Triple Generative Self-Supervised Learning Method for Molecular Property Prediction.

• Authors : Xu, Lei¹ (AUTHOR) ; Xia, Leiming¹ (AUTHOR); Pan, Shourun¹ (AUTHOR)

Subjects: *RECURRENT neural networks; *SUPERVISED learning; *DRUG discovery

• Source: International Journal of Molecular Sciences. Apr2024, Vol. 25 Issue 7, p3794. 19p.

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