Recent Advances in Clinical and Experimental Research on Dementia and Neurodegenerative Disorders
[scientific program]
Speakers: Castiglioni, I., Salvatore, C.
11th Winter Seminar on Dementia and Neurodegenerative Disorders
DATE: 2024
Giovanna Garzoni Miniaturist at the Savoy Court: Imaging and Materials Investigations to Discover the Painting Technique
[publication]
AUTHORS: Gargano, M., Interlenghi, M., Cavaleri, T., Salvatore, C., Ludwig, N., & Castiglioni, I.
JOURNAL: Applied Sciences (Switzerland)
DATE: 2023
doi: 10.3390/app13052790
MRI radiomics-based machine learning for classification of deep-seated lipoma and atypical lipomatous tumor of the extremities
[publication]
AUTHORS: Gitto, S., Interlenghi, M., Cuocolo, R., Salvatore, C., ... Castiglioni, I., & Sconfienza, L.M.
JOURNAL: La Radiologia Medica (Springer)
DATE: 2023
doi: 10.1007/s11547-023-01657-y
ALZHEIMER’S DEMENTIA EARLY DIAGNOSIS, CHARACTERIZATION, PROGNOSIS AND TREATMENT DECISION VIA A SOFTWARE-AS-MEDICAL DEVICE WITH AN ARTIFICIAL INTELLIGENT AGENT
[publication]
[poster]
AUTHORS: Battista, P., Nemni, R., Vitali, P., Alì, M., Zanardo, M., Salvatore, C., Sirabian, G., Capelli, D., Bet, L., Callus, E., Bertoldo, E., Fiolo, V., Minafra, B., Fundarò, C., Scotti, G., Papa, S., Sardanelli, F., & Castiglioni, I.
Alzheimer's Association International Conference
DATE: 2023
A Machine Learning Ensemble Based on Radiomics to Predict BI-RADS Category and Reduce the Biopsy Rate of Ultrasound-Detected Suspicious Breast Masses
[publication]
AUTHORS: Interlenghi, M., Salvatore, C., Magni, V., Caldara, G., Schiavon, E., Cozzi, ... & Sardanelli, F.
JOURNAL: Diagnostics
DATE: 2022
Development and Validation of an AI-driven Mammographic Breast Density Classification Tool Based on Radiologist Consensus
[publication]
AUTHORS: Magni, V.*, Interlenghi M.*, Cozzi, A., Alì, M., Salvatore C., Azzena, A., ... & Sardanelli, F.
JOURNAL: Radiology
DATE: 2022
A Combined Deep Learning System for Automatic Detection of “Bovine” Aortic Arch on Computed Tomography Scans
[publication]
AUTHORS: Secchi, F., Interlenghi, M., Alì, M., Schiavon, E., Monti, C.B., Capra, D., Salvatore, C., ... & Marrocco-Trischitta, M.M.
JOURNAL: Applied Sciences
DATE: 2022
ALZHEIMER’S DEMENTIA EARLY DIAGNOSIS, CHARACTERIZATION, PROGNOSIS AND TREATMENT DECISION VIA A SOFTWARE AS MEDICAL DEVICE WITH AN ARTIFICIAL INTELLIGENT AGENT
[poster]
AUTHORS: Battista, P., Nemni, R., Vitali, P., Alì, M., Zanardo, M., Salvatore, C., Sirabian, G., Capelli, D., Bet, L., Callus, E., Bertoldo, E., Fiolo, V., Minafra, B., Scotti, G., Sardanelli, F., Papa, S., & Castiglioni, I.
XVII National Congress SINDEM
DATE: 2022
Radiomics and gene expression profile to characterise the disease and predict outcome in patients with lung cancer
[publication]
AUTHORS: Kirienko, M., Sollini, M., Corbetta, M., Voulaz, E., Gozzi, N., Interlenghi, M., Gallivanone, F., Castiglioni, I., Asselta, R., Duga, S., Soldà, G., Chiti, A.
JOURNAL: European Journal of Nuclear Medicine and Molecular Imaging
DATE: 2021
A decision support system based on radiomics and machine learning to predict the risk of malignancy of ovarian masses from transvaginal ultrasonography and serum CA-125
[publication]
AUTHORS: Chiappa, V., Interlenghi, M., Bogani, G., Salvatore, C., Bertolina, F., Sarpietro, G., Signorelli, M., Ronzulli, D., Castiglioni, I., & Raspagliesi, F.
JOURNAL: European Radiology Experimental
DATE: 2021
Using rADioMIcs and machine learning with ultrasonography for the differential diagnosis of myometRiAL tumors (the ADMIRAL pilot study). Radiomics and differential diagnosis of myometrial tumors
[publication]
AUTHORS: Chiappa, V., Interlenghi, M., Salvatore, C., Bertolina, F., Bogani, G., Ditto, A., Martinelli, F., Castiglioni, I., & Raspagliesi, F.
JOURNAL: Gynecologic Oncology
DATE: 2021
TRACE4AD: AN AI MODEL BASED ON MACHINE LEARNING PREDICTING THE SUBJECT RISK OF ALZHEIMER'S DISEASE DEMENTIA FROM 3T MRI T1 BRAIN STUDY AND NEUROPSYCHOLOGICAL ASSESSMENT
[report]
AUTHORS: Interlenghi, I., Salvatore, C., & Castiglioni, I.
Technical Report
DATE: 2021
Artificial Intelligence Applied to Chest X-ray for Differential Diagnosis of COVID-19 Pneumonia
[publication]
AUTHORS: Salvatore, C., Interlenghi, M., Monti, C. B., Ippolito, D., Capra, D., Cozzi, A., Schiaffino, S., Polidori, A., Gandola, D., Alì, M., Castiglioni, I., Messa, C., & Sardanelli, F.
JOURNAL: Diagnostics
DATE: 2021
A Decision Support System Based on BI-RADS and Radiomic Classifiers to Reduce False Positive Breast Calcifications at Digital Breast Tomosynthesis: A Preliminary Study
[publication]
AUTHORS: Alì, M., D’Amico, N.C., Interlenghi, M., Maniglio, M., Fazzini, D., Schiaffino, S., Salvatore, C., Castiglioni, I., & Papa, S.
JOURNAL: Applied Sciences
DATE: 2021
AI applications to medical images: From machine learning to deep learning
[publication]
AUTHORS: Castiglioni, I., Rundo, L., Codari, M., Di Leo, G., Salvatore, C., Interlenghi, M., ... & Sardanelli, F.
JOURNAL: Physica Medica
DATE: 2021
Machine learning applied on chest x-ray can aid in the diagnosis of COVID-19: a first experience from Lombardy, Italy
[medRxiv]
[publication]
AUTHORS: Castiglioni, I., Ippolito, D., Interlenghi, M., Monti, C. B., Salvatore, C., Schiaffino, S., ... & Sardanelli, F.
JOURNAL: European Radiology Experimental
DATE: 2021
Predicting outcome of acquired brain injury by the evolution of Paroxysmal Sympathetic Hyperactivity signs
AUTHORS: Lucca, L., De Tanti, A., Cava, F., Romoli, A.M., Formisano, R., Scarponi, F., Estraneo, A., Frattini, D., Tonin, P., Bertolino, C., Salucci, P., Hakiki, B., D’Ippolito, M., Zampolini, M., Masotta, O., Premoselli, S., Interlenghi, M., Salvatore, C., Polidori, A., & Cerasa, M.
JOURNAL: Journal of Neurotrauma
DATE: 2020
Imaging and spectroscopic data combined to disclose the painting techniques and materials in the fifteenth century Leonardo atelier in Milan
[publication]
AUTHORS: Galli, A., Gargano, M., Bonizzoni, L., Bruni, S., Interlenghi, M., Longoni, M., ... & Martini, M.
JOURNAL: Dyes and Pigments
DATE: 2020
The Adoption of Radiomics and machine learning improves the diagnostic processes of women with Ovarian MAsses (the AROMA pilot study)
[publication]
AUTHORS: Chiappa, V., Bogani, G., Interlenghi, M., Salvatore, C., Bertolina, F., Sarpietro, G., ... & Raspagliesi, F.
JOURNAL: Journal of Ultrasound
DATE: 2020
Comparison of Transfer Learning and Conventional Machine Learning Applied to Structural Brain MRI for the Early Diagnosis and Prognosis of Alzheimer's Disease
[publication]
AUTHORS: Nanni, L., Interlenghi, M., Brahnam, S., Salvatore, C., Papa, S., Nemni, R., ... & Alzheimer's Disease Neuroimaging Initiative
JOURNAL: Frontiers in neurology
DATE: 2020
Anthropogenic Marine Debris assessment with Unmanned Aerial Vehicle imagery and deep learning: A case study along the beaches of the Republic of Maldives
[publication]
AUTHORS: Fallati, L., Polidori, A., Salvatore, C., Saponari, L., Savini, A., & Galli, P.
JOURNAL: Science of The Total Environment
DATE: 2019