Frontiers

Magnetoencephalographic source localization and reconstruction via deep learning

1 Department of Engineering, University of Naples Parthenope, Naples, Italy 2 Department of Economics, Law, Cybersecurity and Sports Sciences (DiSEGIM), University of Naples Parthenope, Naples, Italy ...
Frontiers

Deep learning outperforms existing algorithms in glacier surface velocity estimation with high-resolution data – the example of Austerdalsbreen, Norway

Remote sensing is a key tool to derive glacier surface velocities but existing mapping methods, such as cross-correlation techniques, can fail where surface properties change temporally or where large ...
IEEE

Deep-Learning-Based Dual Denoising Algorithm for Shielding-Free Magnetic Resonance Imaging

Abstract: Electromagnetic shielding is crucial in magnetic resonance imaging (MRI), particularly at low- and ultralow-magnetic fields. However, the cost of employing physical enclosures for shielding ...
IEEE

Toward a Standardized Representation for Deep Learning Collective Algorithms

Abstract: The explosion of machine learning (ML) model size has led to its execution on distributed clusters at a large scale. Many works have tried to optimize the process of producing collective ...
Scientific Research Publishing

Diabetic Retinopathy Detection with Deep Learning: A ResNet-CNN Model Enhanced by Attention Mechanism and Ensemble Learning ()

Diabetic retinopathy (DR), a leading cause of vision impairment worldwide, primarily impacts individuals with diabetes, making early detection vital to prevent irreversible vision loss. Leveraging ...
Sports Illustrated

Chris Bosh, Victor Wembanyama Situations 'Very Different,' Surgeon Says

The NBA world was delivered a jarring update Thursday when the San Antonio Spurs announced that star second-year player Victor Wembanyama will miss the remainder of the 2024–25 season with deep vein ...