Rapid prediction of cardiac activation in the left ventricle with geometric deep learning: a step towards cardiac resynchronization therapy planning. [PDF]
NPJ Digit MedNaghavi E +7 more
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SPX-GNN: An Explainable Graph Neural Network for Harnessing Long-Range Dependencies in Tuberculosis Classifications in Chest X-Ray Images. [PDF]
Diagnostics (Basel)Pala MA, Navdar MB.
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Adaptive graph signal processing for robust multimodal fusion with dynamic semantic alignment. [PDF]
Sci RepKarthikeya KV +4 more
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Knowledge-based question answering using graph neural networks and contextual language representations. [PDF]
Sci RepSamir M, Fathy N, Gad W.
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Comparative Evaluation of Deep Learning Graph Neural Networks and Classical Machine Learning Models for Predicting Heats of Combustion as a Key Hazard Indicator under GHS/CLP Standards. [PDF]
ACS OmegaNnyigide OS, Byeon H, Okpete UE.
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Temporal social network modeling of mobile connectivity data with graph neural networks. [PDF]
PLoS OneJaskari J +5 more
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A Multi-Branch Training Strategy for Enhancing Neighborhood Signals in GNNs for Community Detection. [PDF]
Entropy (Basel)Guo Y, Wu Q, Lü L.
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Reliability-Aware Neural Decoding with Adaptive Multi-Source Information Fusion. [PDF]
Entropy (Basel)Fu P +6 more
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Integrating Foundation Model Features into Graph Neural Network and Fusing Predictions with Standard Fine-Tuned Models for Histology Image Classification. [PDF]
Bioengineering (Basel)Saeidi N, Torbati N, Woitek R, Mahbod A.
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A physics-informed graph neural network to approximate docking-based binding affinity for DYRK2 in Alzheimer's drug repurposing. [PDF]
Sci RepGider V, Budak C.
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