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Ensemble-GNN: federated ensemble learning with graph neural networks for disease module discovery and classification.
Bioinformatics. 2023 Nov 1;39(11):btad703. doi: 10.1093/bioinformatics/btad703.
Bioinformatics. 2023.
PMID: 37988152
Free PMC article.
Utilizing Molecular Network Information via Graph Convolutional Neural Networks to Predict Metastatic Event in Breast Cancer.
Chereda H, Bleckmann A, Kramer F, Leha A, Beissbarth T.
Chereda H, et al.
Stud Health Technol Inform. 2019 Sep 3;267:181-186. doi: 10.3233/SHTI190824.
Stud Health Technol Inform. 2019.
PMID: 31483271
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Explaining decisions of graph convolutional neural networks: patient-specific molecular subnetworks responsible for metastasis prediction in breast cancer.
Chereda H, Bleckmann A, Menck K, Perera-Bel J, Stegmaier P, Auer F, Kramer F, Leha A, Beißbarth T.
Chereda H, et al.
Genome Med. 2021 Mar 11;13(1):42. doi: 10.1186/s13073-021-00845-7.
Genome Med. 2021.
PMID: 33706810
Free PMC article.
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Text mining-based word representations for biomedical data analysis and protein-protein interaction networks in machine learning tasks.
Alachram H, Chereda H, Beißbarth T, Wingender E, Stegmaier P.
Alachram H, et al. Among authors: chereda h.
PLoS One. 2021 Oct 15;16(10):e0258623. doi: 10.1371/journal.pone.0258623. eCollection 2021.
PLoS One. 2021.
PMID: 34653224
Free PMC article.
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Stable feature selection utilizing Graph Convolutional Neural Network and Layer-wise Relevance Propagation for biomarker discovery in breast cancer.
Chereda H, Leha A, Beißbarth T.
Chereda H, et al.
Artif Intell Med. 2024 May;151:102840. doi: 10.1016/j.artmed.2024.102840. Epub 2024 Mar 11.
Artif Intell Med. 2024.
PMID: 38658129
Free article.
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