نتائج البحث

LncRNA-disease association prediction method based on heterogeneous information completion and convolutional neural network

• Authors : Xi, Wen-Yu; Wang, Juan; Zhang, Yu-Lin

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Quantitative Biology - Quantitative Methods

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Heterogeneous Causal Metapath Graph Neural Network for Gene-Microbe-Disease Association Prediction

• Authors : Zhang, Kexin; Huang, Feng; Liu, Luotao

Subjects: Computer Science - Machine Learning

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A miRNA-disease association prediction model based on tree-path global feature extraction and fully connected artificial neural network with multi-head self-attention mechanism

• Authors : Hou Biyu; Li Mengshan; Hou Yuxin

Subjects: Association tree; Multi-head self-attention mechanism; miRNA-disease association

• Source: BMC Cancer, Vol 24, Iss 1, Pp 1-18 (2024)

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Heterogeneous network and graph attention auto-encoder for LncRNA-disease association prediction

• Authors : Liu, Jin-Xing; Xi, Wen-Yu; Dai, Ling-Yun

Subjects: Computer Science - Machine Learning; Computer Science - Artificial Intelligence; Quantitative Biology - Quantitative Methods

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HGTMDA: A Hypergraph Learning Approach with Improved GCN-Transformer for miRNA–Disease Association Prediction.

• Authors : Lu, Daying¹ (AUTHOR) ; Li, Jian¹ (AUTHOR); Zheng, Chunhou¹ (AUTHOR)

• Source: Bioengineering (Basel). Jul2024, Vol. 11 Issue 7, p680. 17p.

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A miRNA-disease association prediction model based on tree-path global feature extraction and fully connected artificial neural network with multi-head self-attention mechanism.

• Authors : Biyu, Hou¹ (AUTHOR); Mengshan, Li¹ (AUTHOR) ; Yuxin, Hou² (AUTHOR)

• Source: BMC Cancer. 6/5/2024, Vol. 24 Issue 1, p1-18. 18p.

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DNI-MDCAP: improvement of causal MiRNA-disease association prediction based on deep network imputation.

• Authors : Han, Yu¹ (AUTHOR); Zhou, Qiong¹ (AUTHOR); Liu, Leibo¹ (AUTHOR)

• Source: BMC Bioinformatics. 1/12/2024, Vol. 25 Issue 1, p1-17. 17p.

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piRNA-disease association prediction based on multi-channel graph variational autoencoder

• Authors : Wei Sun; Chang Guo; Jing Wan

Subjects: piRNA-disease association prediction; Graph variational autoencoder; Graph convolution network

• Source: PeerJ Computer Science, Vol 10, p e2216 (2024)

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DNI-MDCAP: improvement of causal MiRNA-disease association prediction based on deep network imputation

• Authors : Yu Han; Qiong Zhou; Leibo Liu

Subjects: miRNA; miRNA-disease association; Causal miRNA-disease association prediction

• Source: BMC Bioinformatics, Vol 25, Iss 1, Pp 1-17 (2024)

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MVNMDA: A Multi-View Network Combing Semantic and Global Features for Predicting miRNA–Disease Association.

• Authors : Yang, Chen¹ (AUTHOR) ; Wang, Zhen¹ (AUTHOR) ; Zhang, Shanwen¹ (AUTHOR)

Subjects: *DEEP learning; *MEDICAL screening; *VIRTUAL networks

• Source: Molecules. Jan2024, Vol. 29 Issue 1, p230. 22p.

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