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Marco La Salvia
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Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification
M La Salvia, G Secco, E Torti, G Florimbi, L Guido, P Lago, F Salinaro, ...
Computers in biology and medicine 136, 104742, 2021
632021
Parallel classification pipelines for skin cancer detection exploiting hyperspectral imaging on hybrid systems
E Torti, R Leon, M La Salvia, G Florimbi, B Martinez-Vega, H Fabelo, ...
Electronics 9 (9), 1503, 2020
252020
Deep convolutional generative adversarial networks to enhance artificial intelligence in healthcare: a skin cancer application
M La Salvia, E Torti, R Leon, H Fabelo, S Ortega, B Martinez-Vega, ...
Sensors 22 (16), 6145, 2022
162022
Can alveolar-arterial difference and lung ultrasound help the clinical decision making in patients with COVID-19?
G Secco, F Salinaro, C Bellazzi, M La Salvia, M Delorenzo, C Zattera, ...
Diagnostics 11 (5), 761, 2021
122021
Neural networks-based on-site dermatologic diagnosis through hyperspectral epidermal images
M La Salvia, E Torti, R Leon, H Fabelo, S Ortega, F Balea-Fernandez, ...
Sensors 22 (19), 7139, 2022
102022
Attention-based Skin Cancer Classification Through Hyperspectral Imaging
M La Salvia, E Torti, M Gazzoni, E Marenzi, R Leon, S Ortega, H Fabelo, ...
2022 25th Euromicro Conference on Digital System Design (DSD), 871-876, 2022
62022
Evaluation of preprocessing methods on independent medical hyperspectral databases to improve analysis
B Martinez-Vega, M Tkachenko, M Matkabi, S Ortega, H Fabelo, ...
Sensors 22 (22), 8917, 2022
52022
Hyperspectral imaging acquisition set-up for medical applications
M La Salvia, E Torti, G Lago, R Leon, R Gandolfi, G Silveri, M Rossella, ...
Hyperspectral Imaging and Applications II 12338, 77-90, 2023
22023
Machine-Learning-Based COVID-19 and Dyspnoea Prediction Systems for the Emergency Department
M La Salvia, E Torti, G Secco, C Bellazzi, F Salinaro, P Lago, G Danese, ...
Applied Sciences 12 (21), 10869, 2022
22022
Perceptive SARS-CoV-2 End-To-End Ultrasound Video Classification through X3D and Key-Frames Selection
M Gazzoni, M La Salvia, E Torti, G Secco, S Perlini, F Leporati
Bioengineering 10 (3), 282, 2023
12023
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging
M La Salvia, E Torti, E Marenzi, G Danese, F Leporati
The Journal of Supercomputing, 1-25, 2024
2024
Artificial intelligence and high-performance computing for human-sensible applications: toward perceptive real-time diagnostic systems
M LA SALVIA
Università degli studi di Pavia, 2023
2023
AI-based segmentation of intraoperative glioblastoma hyperspectral images
M La Salvia, E Torti, M Gazzoni, E Marenzi, R Leon, S Ortega, H Fabelo, ...
Hyperspectral Imaging and Applications II 12338, 67-76, 2023
2023
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