Latest works
Giacobbe D R, Marelli C, Guastavino S, Mora S, Rosso N, Signori A, Campi C, Giacomini M and Bassetti M, Explainable and Interpretable Machine Learning for Antimicrobial Stewardship: Opportunities and Challenges, Clinical Therapeutics (2024), to appear.
Marchetti F, Guastavino S, Campi C, Benvenuto F and Piana M, A comprehensive theoretical framework for the optimization of neural networks classification performance with respect to weighted metrics, Optimization Letters (2024), to appear.
Malaguti M C, Gios L, Giometto B, Longo C, Riello M, Ottaviani D, Pellegrini M, Di Giacopo R, Donner D, Rozzanigo U, Chierici M, Moroni M, Jurman G, Bincoletto G, Pardini M, Bacchin R, Nobili F, Di Biasio F, Avanzino L, Marchese R, Mandich P, Garbarino S, Pagano M, Campi C, Piana M, Marenco M, Uccelli A, and Osmani V, Artificial intelligence of imaging and clinical neurological data for predictive, preventive and personalized (P3) medicine for Parkinson Disease: the NeuroArtP3 protocol for a multi-center research study, Plos One 19:3 (2024).
Georgoulis M K, et al, Prediction of Solar Energetic Events Impacting Space Weather Conditions, Advances in Space Research (2024), to appear.
Cagnin A , Pigato G, Pettenuzzo I, Zorzi G , Roiter B , Anglani M G, Bussè C, Mozzetta S , Gabelli C, Campi C and Cecchin D, Data-driven analysis of regional brain metabolism in behavioral frontotemporal dementia and late-onset primary psychiatric diseases with frontal lobe syndrome: a PET/MRI study, Neurobiology of Aging, 137 (2024), 47-54.
Giacobbe D R, Marelli C, Mora S, Guastavino S, Russo C, Brucci G, Limongelli A, Vena A, Mikulska M, Tayefi M, Peluso S, Signori A, Di Biagio A, Marchese A, Campi C, Giacomini M and Bassetti M, Early diagnosis of candidemia with explainable machine learning on automatically extracted laboratory and microbiological data: results of the AUTO-CAND project, Annals of Medicine, 55 (2023), 2285454.
Crimì F, Cabrelle G, Campi C, Schillaci A, Bao Q R, Pepe A, Spolverato G, Pucciarelli S, Vernuccio F and Quaia E, Nodal staging with MRI after neoadjuvant chemo-radiotherapy for locally advanced rectal cancer: a fast and reliable method, European Radiology (2023), to appear.
Cama I, Candiani I, Roccatagliata L, Fiaschi P, Rebella G, Resaz M, Piana M, Campi C, Segmentation agreement and the reliability of radiomics features, Advances in Computational Science and Engineering, 1 (2023), 2, 202-217.
Campi C, Briani C, Salvalaggio A, Giraudo C, Cipriani A, Zorzi A, Zucchetta P, Vettor R, Cecchin D, Semi-Quantification of Myocardial Uptake of Bone-Seeking Agents in Suspected Cardiac Amyloidosis, Journal of Cardiovascular Development and Disease, 10, (2023), 184.
Tagliafico A S, Calabrese M, Brunetti N, Garlaschi A, Tosto S, Rescinito G, Zoppoli G, Piana M and Campi C, Freehand 1.5T MR-guided vacuum-assisted breast biopsy (MR-VABB): contribution of Radiomics to the differentiation of benign and malignant lesions, Diagnostics, 13 (2023), 1007.
Giacobbe D R, Mora S, Signori A, Russo C, Brucci G, Campi C, Guastavino S, Marelli C, Limongelli A, Vena A, Mikulska M, Marchese A, Di Biagio A, Giacomini M and Bassetti M, Validation of an Automated System for the Extraction of a Wide Dataset for Clinical Studies Aimed at Improving the Early Diagnosis of Candidemia, Diagnostics, 13 (2023), 961.
Laurenza M, Del Moro D , et al. The CAESAR Project for the ASI Space Weather Infrastructure, Remote Sensing, 15 (2023), 346.
Crimì F, Agostini E, Toniolo A, Torresan F, Iacobone M, Scaroni C, Quaia E, Campi C and Ceccato F, CT Texture Analysis of Adrenal Pheochromocytomas: a Pilot Study, Current Oncology, 30 (2023), 2, 2169-2177.
Guastavino S, Marchetti F, Bevenuto F, Campi C and Piana M, Operational solar flare forecasting via video-based deep learning, Frontiers in Astronomy and Space Sciences, 9 (2023), 1039805.
Bauckneht M, Marini C, Cossu V , Campi C, M. Riondato M, Bruno S, Orengo A M, Vitale F, Carta S, Chiola S, Chiesa S, Miceli A, D’Amico F, Fornarini G, Terrone C, Piana M, Morbelli S, Signori A, Barboro P and Sambuceti G, Gene’s expression underpinning the divergent predictive value of [18F]F-fluorodeoxyglucose and prostate-specific membrane antigen positron emission tomography in primary prostate cancer: a bioinformatic and experimental study, Journal of Translational Medicine, 21 (2023).