Marco La Salvia

University of Pavia — Italy

Medicine · Health Sciences

7h-index218citations13works3.02yr avg
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Research Topics

Cutaneous Melanoma Detection and Management(4), Spectroscopy and Chemometric Analyses(3), AI in cancer detection(3), Spectroscopy Techniques in Biomedical and Chemical Research(3), Ultrasound in Clinical Applications(3)

Publications13 total

Segmentation of Intraoperative Glioblastoma Hyperspectral Images Using Self-Supervised U-Net++
2025Open Access
Edge and cloud computing approaches in the early diagnosis of skin cancer with attention-based vision transformer through hyperspectral imaging
The Journal of Supercomputing·2024· 6 citedOpen Access
Perceptive SARS-CoV-2 End-To-End Ultrasound Video Classification through X3D and Key-Frames Selection
Bioengineering·2023· 4 citedOpen Access
AI-based segmentation of intraoperative glioblastoma hyperspectral images
2023· 4 cited
Hyperspectral imaging acquisition set-up for medical applications
2023· 4 cited
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis
Sensors·2022· 19 citedOpen Access
Machine-Learning-Based COVID-19 and Dyspnoea Prediction Systems for the Emergency Department
Applied Sciences·2022· 2 citedOpen Access
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images
Sensors·2022· 13 citedOpen Access
Deep Convolutional Generative Adversarial Networks to Enhance Artificial Intelligence in Healthcare: A Skin Cancer Application
Sensors·2022· 33 citedOpen Access
Attention-based Skin Cancer Classification Through Hyperspectral Imaging
2022 25th Euromicro Conference on Digital System Design (DSD)·2022· 10 cited
Deep learning and lung ultrasound for Covid-19 pneumonia detection and severity classification
Computers in Biology and Medicine·2021· 84 citedOpen Access
Can Alveolar-Arterial Difference and Lung Ultrasound Help the Clinical Decision Making in Patients with COVID-19?
Diagnostics·2021· 15 citedOpen Access
Parallel Classification Pipelines for Skin Cancer Detection Exploiting Hyperspectral Imaging on Hybrid Systems
Electronics·2020· 24 citedOpen Access

Frequent Co-authors

Emanuele Torti(12), Francesco Leporati(12), Raquel León(7), Himar Fabelo(7), Samuel Ortega(7), Gustavo M. Callicó(7), Beatriz Martinez-Vega(5), Gianmarco Secco(4), Stefano Perlini(4), Elisa Marenzi(4), Paolo Lago(3), Francesco Salinaro(3), Francisco Balea-Fernandez(2), Carlo Bellazzi(2), Marco Gazzoni(2), Giovanni Danese(2), Marco Gazzoni(2), Giordana Florimbi(1), Luca Guido(1), Giordana Florimbi(1)