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References from Biological informed graph neural network for tumor mutation burden prediction and immunotherapy-related pathway analysis in gastric cancer. Local targets link to admitted publications; unresolved targets remain external evidence.
10.1038/nrc3239
10.1038/nrc3239 · External reference
10.1016/j.cell.2015.03.030
10.1016/j.cell.2015.03.030 · External reference
10.1038/bcj.2017.94
10.1038/bcj.2017.94 · External reference
10.1158/1078-0432.ccr-20-3054
10.1158/1078-0432.ccr-20-3054 · External reference
10.1016/j.ccell.2020.10.001
10.1016/j.ccell.2020.10.001 · External reference
10.1016/j.ccell.2021.04.014
10.1016/j.ccell.2021.04.014 · External reference
10.1038/s41586-021-03922-4
10.1038/s41586-021-03922-4 · External reference
Definitions, methods, and applications in interpretable machine learning
10.1073/pnas.1900654116 · 2019 · External reference
10.1109/iccv.2017.74
10.1109/iccv.2017.74 · External reference
10.1145/2939672.2939778
10.1145/2939672.2939778 · External reference
Unresolved reference
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PathCNN: interpretable convolutional neural networks for survival prediction and pathway analysis applied to glioblastoma
10.1093/bioinformatics/btab285 · 2021 · External reference
KEYNOTE-061: phase 3 study of pembrolizumab vs paclitaxel for previously treated advanced gastric or gastroesophageal junction (G/GEJ) cancer
2018 · External reference
Notch signaling pathway: architecture, disease, and therapeutics
10.1038/s41392-022-00934-y · 2022 · External reference
10.1038/s41587-021-01070-8
10.1038/s41587-021-01070-8 · External reference
Advances in artificial intelligence to predict cancer immunotherapy efficacy
2023 · External reference
10.1016/s2589-7500(23)00086-9
10.1016/s2589-7500(23)00086-9 · External reference
10.1089/cbr.2018.2758
10.1089/cbr.2018.2758 · External reference
10.1126/sciadv.abq5089
10.1126/sciadv.abq5089 · External reference
Artificial intelligence-based analysis for immunohistochemistry staining of immune checkpoints to predict resected non-small cell lung cancer survival and relapse
10.21037/tlcr-21-96 · 2021 · External reference
10.1016/j.bbcan.2020.188447
10.1016/j.bbcan.2020.188447 · External reference
10.1038/s41423-020-00565-9
10.1038/s41423-020-00565-9 · External reference
Mechanisms of MHC-I downregulation and role in immunotherapy response
10.3389/fimmu.2022.844866 · 2022 · External reference
10.1080/21645515.2019.1571892
10.1080/21645515.2019.1571892 · External reference
Predicting response to immunotherapy in advanced non-small-cell lung cancer using tumor mutational burden radiomic biomarker
2020 · External reference
10.1038/s41576-022-00532-2
10.1038/s41576-022-00532-2 · External reference
10.1038/nbt.3300
10.1038/nbt.3300 · External reference
Unresolved reference
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10.1038/nmeth.3547
10.1038/nmeth.3547 · External reference
10.1038/nmeth.4627
10.1038/nmeth.4627 · External reference
Siamese graph convolutional network for content based remote sensing image retrieval
10.1016/j.cviu.2019.04.004 · 2019 · External reference
10.1016/s2589-7500(22)00168-6
10.1016/s2589-7500(22)00168-6 · External reference
Edge detection and graph neural networks to classify mammograms: a case study with a dataset from Vietnamese patients
10.1016/j.asoc.2022.109974 · 2023 · External reference
Fusion of edge detection and graph neural networks to classifying electrocardiogram signals
10.1016/j.eswa.2023.120107 · 2023 · External reference
Unresolved reference
2023 · External reference
Gene selection of microarray data using Heatmap Analysis and Graph Neural Network
10.1016/j.asoc.2023.110034 · 2023 · External reference
Multi-cancer classification; an analysis of neural network models
2023 · External reference
Overcoming barriers to early disease intervention
10.1038/s41587-020-0550-z · 2020 · External reference
10.1158/2159-8290.cd-12-0095
10.1158/2159-8290.cd-12-0095 · External reference
Reactome pathway analysis: a high-performance in-memory approach
10.1186/s12859-017-1559-2 · 2017 · External reference
10.1186/s13073-020-0721-z
10.1186/s13073-020-0721-z · External reference
10.1038/s41591-018-0136-1
10.1038/s41591-018-0136-1 · External reference
10.1038/s41591-018-0101-z
10.1038/s41591-018-0101-z · External reference
10.1109/cvpr.2019.01157
10.1109/cvpr.2019.01157 · External reference
Unresolved reference
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Distant metastasis identification based on optimized graph representation of gene interaction patterns
2022 · External reference
10.1080/07853890.2022.2095664
10.1080/07853890.2022.2095664 · External reference
10.1002/med.21553
10.1002/med.21553 · External reference
Applications and clinical trial landscape using Toll-like receptor agonists to reduce the toll of cancer
10.1038/s41698-023-00364-1 · 2023 · External reference
DNA repair gene mutations as predictors of immune checkpoint inhibitor response beyond tumor mutation burden
2020 · External reference
10.1016/j.gore.2018.06.011
10.1016/j.gore.2018.06.011 · External reference
10.1158/2159-8290.cd-17-0226
10.1158/2159-8290.cd-17-0226 · External reference
10.1038/nrg.2017.96
10.1038/nrg.2017.96 · External reference
10.1038/s41591-019-0424-4
10.1038/s41591-019-0424-4 · External reference
10.1038/s41587-019-0259-z
10.1038/s41587-019-0259-z · External reference
10.1038/nature23306
10.1038/nature23306 · External reference