Giacobbe D R, Marelli C, Muccio M, Guastavino S, Murgia Y, Mora S, Signori A, Rosso N, Vena A, Giacomini M, Campi C, Piana M and Bassetti M From Klebsiella and Candida to artificial intelligence: a perspective from infectious diseases doctors and researchers, Frontiers in Medicine, 12 (2025), 1676920.
Cama I, Guzman A, Campi C, Piana M, Lekadir K, Garbarino A and Diaz O Segmentation variability and radiomics stability for predicting triple-negative breast cancer subtype using magnetic resonance imaging, Journal of Medical Imaging, 12 (2025), 054501-1.
Giacobbe D R, Guastavino S, Razzetta A, Marelli C, Mora S, Russo C, Brucci G, Limongelli S, Vena A, Mikulska M, Signori A, Di Biagio A, Marchese A, Murgia Y, Muccio M, Rosso N, Piana M, Giacomini M, Campi C and Bassetti M Deep Learning for the Early Diagnosis of Candidemia, Infectious Diseases and Therapy, 14 (2025), 1529–1545.
Riello M et al, Neuropsychological and clinical variables associated with cognitive trajectories in patients with Alzheimer's disease, Frontiers in Aging Neuroscience, 17 (2025).
Malaguti M C et al, Machine Learning Predicts Risk of Falls in Parkison's Disease Patients in a Multicenter Observational Study, European Journal of Neurology (2025), 32:e70118.
Marelli C, Giacobbe D R, Limongelli S, Guastavino S, Campi C, Piana M and Bassetti M Neural networks for the prediction of bacterial and fungal infections: current evidence and implications, Journal of Chemotherapy (2025), 1–28.
Mori S, Montobbio N, Sormani M P, Campi C, Mazzoni C, Argirò A, Mandoli G E, Ginetti F R, Zanoletti M, Vianello P F, Rella V, Crotti L, Piana M, Cameli M, Cappelli F, Porto I, Badano L P and Canepa M, Echocardiographic Tissue Characterization Using Radiomics in Patients With Transthyretin-Related Cardiac Amyloidosis, JACC: Advances, 4 (2025), 101755.
Giacobbe D R, Marelli C, La Manna B, Padua D, Malva A, Guastavino S, Signori A, Mora S, Rosso N, Campi C, Piana M Murgia Y, Giacomini M and Bassetti M, Advantages and limitations of large language models for antibiotic prescribing and antimicrobial stewardship, npj Antimicrobials and Resistance, 3 (2025).
Giacobbe D R, Guastavino S, Marelli C, Murgia Y, Mora S, Signori A, Rosso N, Giacomini M, Campi C, Piana M and Bassetti M, Antibiotics and Artificial Intelligence: Clinical Considerations on a Rapidly Evolving Landscape, Infectious Diseases and Therapy, 14 (2025), 493–500.
Brunetti N, Campi C, Piana M, Picone I, Vercelli C, Starovatskyi O, Rescinito G, Tosto S, Garlaschi A, Calabrese M and Tagliafico A S, A radiomic and clinical data-based risk model for malignancy prediction of breast BI-RADS 4A microcalcifications, Clinical Breast Cancer, 25 (2025), e461-e469.
Crimì F, Turatto F, D’Alessandro C, Sussan G, Iacobone M, Torresan F, Tizianel I, Campi C, Quaia E, Caccese M and Ceccato F Texture analysis can predict response to etoposide-doxorubicin-cisplatin in patients with adrenocortical carcinoma, Journal of Endocrinological Investigation, 48 (2025), 711-720.
Brunetti N, Campi C, Biddau G, Piana M, Picone I, Conti B, Cesano S, Starovatskyi O, Bozzano S, Rescinito G, Tosto S, Garlaschi A, Calabrese M and Tagliafico A S, Radiomic and clinical model for predicting atypical ductal hyperplasia upgrades and potentially reduce unnecessary surgical treatments, European Journal of Radiology, 181 (2024), 111799.
Parodi D, Dighero E, Biddau G, D’Amico F, Bauckneht M, Marini C, Garbarino S, Campi C, Piana M and Sambuceti M, Localized FDG loss in lung cancer lesions, European Journal of Nuclear Medicine and Molecular Imaging Research, 14 (2024), 102.
Grisanti S, Garbarino S, Bellucci M, Schenone C, Candiani V, Di Lillo S, Campi C, Barisione E, Aloe T, Tagliabue E, Serventi A, Pesce G, Massucco S, Cabona C, Lechiara A, Uccelli A, Schenone A, Piana M and Benedetti L, Neurological long-COVID in the outpatient clinic: is it so long?, European Journal of Radiology, 32 (2025), 3.
Paolucci G, Cama I, Campi C and Piana M, Three-dimensional numerical schemes for the segmentation of the psoas muscle in X-ray computed tomography images, BMC Medical Imaging, 24 (2024), 251.
Taramasso L, Dentone D, Cama I, Fenoglio D, Altosole T, Parodi A, Campi C, Piana M, Mora S, Giacomini M, Labate L, Garbarino S, Bruzzone B, Filaci G, Bassetti M and Di Biagio A, Distinct features of immune activation and exhaustion markers in people with perinatally-acquired HIV, AIDS 38 (2024), 14, 1907-1912.
Toniolo A, Agostini E, Ceccato F, Tizianel I, Cabrelle G, Lupi A, Pepe A, Campi C, Quaia E and Crimì F, Could CT Radiomic Analysis of Benign Adrenal Incidentalomas Suggest the Need for Further Endocrinological Evaluation?, Current Oncology, 31 (2024), 4917-4926.
Giacobbe D R, Marelli C, Guastavino S, Signori A, Mora S, Rosso N, Campi C, Piana M, Murgia Y, Giacomini M and Bassetti M, Artificial intelligence and prescription of antibiotic therapy: present and future, Expert Review of Anti-Infective Therapy, 22 (2024), 819–833.
Giacobbe D R et al., Use of Cefderocol in Adult Patients: Descriptive Analysis from a Prospective, Multicenter, Cohort Study, Infectious Diseases and Therapy, 13 (2024), 1929–1948.
Giacobbe D R, Marelli C, Mora S, Cappello A, Signori A, Vena A, Guastavino S, Rosso N, Campi C, Giacomini M and Bassetti M, Prediction of candidemia with machine learning techniques: state of the art, Future Microbiology (2024), 1-10.
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, 46 (2024), 474-480.
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, 19 (2025), 169-192.
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.
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, 34 (2024), 3205–3214.