Towards robust foundation models for digital pathology. [PDF]
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AI-enabled RF data synthesis for breast ultrasound: efficacy in quantitative ultrasound tissue characterization. [PDF]
Sheibani-Asl N +3 more
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High-performance parallel multi-scale attention network with explainable AI for intelligent diagnosis of leaf diseases in agricultural systems. [PDF]
Sudhakar R +3 more
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A multi-task masked autoencoder with GAN-based augmentation for PD-L1 prediction from chest CT images. [PDF]
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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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Structure-aware generalization for heterogeneous histopathology via prototype-based multiple instance learning. [PDF]
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