MMD-Net: a weakly supervised solution for quantification of nonalcoholic fatty liver biopsies. [PDF]
Yu M, Jiang T, Zhou H, Ta D.
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A Spatially Distributed Perturbation Strategy with Smoothed Gradient Sign Method for Adversarial Analysis of Image Classification Systems. [PDF]
Xu Y, Li J, Chang D, Dong Y.
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Domain-Adaptive MRI Learning Model for Precision Diagnosis of CNS Tumors. [PDF]
Abdelbaki W +5 more
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Hybrid GNN-LSTM defense with differential privacy and secure multi-party computation for edge-optimized neuromorphic autonomous systems. [PDF]
Rekik S, Mehmood S.
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ViT-Stain: Vision transformer-driven virtual staining for skin histopathology via global contextual learning. [PDF]
Hussain MA +7 more
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Structure-aware generalization for heterogeneous histopathology via prototype-based multiple instance learning. [PDF]
Yu Z +9 more
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A novel hybrid framework integrating GA-driven 3D ResUNetGAN for MRI brain tumor segmentation. [PDF]
Kirubakaran M, Mohan J.
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A device-invariant multi-modal learning framework for respiratory disease classification. [PDF]
Yang M +10 more
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Enhancing Robustness in UDC Image Restoration Through Adversarial Purification and Fine-Tuning. [PDF]
Dong W, Song Z, Zhang Z, Lin X, Lu J.
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Threats and vulnerabilities in artificial intelligence and agentic AI models. [PDF]
Radanliev P, Santos O, Maple C.
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