327 citations · 836 across the 19 of their papers we have counts for
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Study on Transfer Learning Capabilities for Pneumonia Classification in Chest-X-Rays Image
Danilo Avola, Andrea Bacciu, Luigi Cinque +3
Over the last year, the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2) and its variants have highlighted the importance of screening tools with high diagnostic accura…
SIRe-Networks: Convolutional Neural Networks Architectural Extension for Information Preservation via Skip/Residual Connections and Interlaced Auto-Encoders
Danilo Avola, Luigi Cinque, Alessio Fagioli +1
Improving existing neural network architectures can involve several design choices such as manipulating the loss functions, employing a diverse learning strategy, exploiting gradie…
3D Hand Pose and Shape Estimation from RGB Images for Keypoint-Based Hand Gesture Recognition
Danilo Avola, Luigi Cinque, Alessio Fagioli +3
Estimating the 3D pose of a hand from a 2D image is a well-studied problem and a requirement for several real-life applications such as virtual reality, augmented reality, and hand…
Ensemble CNN and Uncertainty Modeling to Improve Automatic Identification/Segmentation of Multiple Sclerosis Lesions in Magnetic Resonance Imaging
Giuseppe Placidi, Luigi Cinque, Daniela Iacoviello +2
To date, several automated strategies for identification/segmentation of Multiple Sclerosis (MS) lesions with the use of Magnetic Resonance Imaging (MRI) have been presented, but t…