immagine
Jan 21

AI APPLICATIONS TO MEDICAL IMAGES: FROM MACHINE LEARNING TO DEEP LEARNING [publication pdf] [publication website]

AUTHORS: Castiglioni, I., Rundo, L., Codari, M., Di Leo, G., Salvatore, C., Interlenghi, M., ... & Sardanelli, F.

JOURNAL: Physica Medica

immagine
Jan 21

MACHINE LEARNING APPLIED ON CHEST X-RAY CAN AID IN THE DIAGNOSIS OF COVID-19: A FIRST EXPERIENCE FROM LOMBARDY, ITALY [preprint] [publication pdf] [publication website]

AUTHORS: Castiglioni, I., Ippolito, D., Interlenghi, M., Monti, C. B., Salvatore, C., Schiaffino, S., ... & Sardanelli, F.

JOURNAL: European Radiology Experimental

immagine
Jan 20

PREDICTING OUTCOME OF ACQUIRED BRAIN INJURY BY THE EVOLUTION OF PAROXYSMAL SYMPATHETIC HYPERACTIVITY SIGNS [publication website]

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

immagine
Jan 20

IMAGING AND SPECTROSCOPIC DATA COMBINED TO DISCLOSE THE PAINTING TECHNIQUES AND MATERIALS IN THE FIFTEENTH CENTURY LEONARDO ATELIER IN MILAN [publication pdf] [publication website]

AUTHORS: Galli, A., Gargano, M., Bonizzoni, L., Bruni, S., Interlenghi, M., Longoni, M., ... & Martini, M.

JOURNAL: Dyes and Pigments

immagine
Jan 20

THE ADOPTION OF RADIOMICS AND MACHINE LEARNING IMPROVES THE DIAGNOSTIC PROCESSES OF WOMEN WITH OVARIAN MASSES (THE AROMA PILOT STUDY)

Chiappa, V., Bogani, G., Interlenghi, M., Salvatore, C., Bertolina, F., Sarpietro, G., Signorelli, M., Castiglioni, I., & Raspagliesi, F. (2021). The adoption of radiomics and machine learning improves the diagnostic processes of women with ovarian masses (the AROMA pilot study). Journal of Ultrasound, 24(4), 429–437. https://doi.org/10.1007/s40477-020-00503-5 (publication pdf)

immagine
Jan 20

ARTIFICIAL INTELLIGENCE AND NEUROPSYCHOLOGICAL MEASURES: THE CASE OF ALZHEIMER’S DISEASE [publication pdf] [publication website]

AUTHORS: Battista, P., Salvatore, C., Berlingeri, M., Cerasa, A., & Castiglioni, I. 

JOURNAL: Neuroscience & Biobehavioral Reviews

immagine
Jan 20

COMPARISON OF TRANSFER LEARNING AND CONVENTIONAL MACHINE LEARNING APPLIED TO STRUCTURAL BRAIN MRI FOR THE EARLY DIAGNOSIS AND PROGNOSIS OF ALZHEIMER'S DISEASE [publication pdf] [publication website]

AUTHORS: Nanni, L., Interlenghi, M., Brahnam, S., Salvatore, C., Papa, S., Nemni, R., ... & Alzheimer's Disease Neuroimaging Initiative

JOURNAL: Frontiers in neurology

immagine
Jan 19

TEXTURE DESCRIPTORS AND VOXELS FOR THE EARLY DIAGNOSIS OF ALZHEIMER'S DISEASE

Nanni, L., Brahnam, S., Salvatore, C., Castiglioni, I., & Alzheimer's Disease Neuroimaging Initiative. (2019). Texture descriptors and voxels for the early diagnosis of Alzheimer’s disease. Artificial Intelligence in Medicine, 97, 19–26. https://doi.org/10.1016/j.artmed.2019.05.003

immagine
Jan 18

MRI CHARACTERIZES THE PROGRESSIVE COURSE OF AD AND PREDICTS CONVERSION TO ALZHEIMER'S DEMENTIA 24 MONTHS BEFORE PROBABLE DIAGNOSIS

Salvatore, C., Cerasa, A., & Castiglioni, I. (2018). MRI characterizes the progressive course of AD and predicts conversion to Alzheimer’s dementia 24 months before probable diagnosis. Frontiers in Aging Neuroscience, 10, 135. https://doi.org/10.3389/fnagi.2018.00135