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Jan 23

MRI RADIOMICS-BASED MACHINE LEARNING FOR CLASSIFICATION OF DEEP-SEATED LIPOMA AND ATYPICAL LIPOMATOUS TUMOR OF THE EXTREMITIES [publication pdf] [publication website]

AUTHORS: Gitto, S., Interlenghi, M., Cuocolo, R., Salvatore, C., ... Castiglioni, I., & Sconfienza, L.M. 

JOURNAL: La Radiologia Medica (Springer) 

doi: 10.1007/s11547-023-01657-y

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Jan 23

ALZHEIMER’S DEMENTIA EARLY DIAGNOSIS, CHARACTERIZATION, PROGNOSIS AND TREATMENT DECISION VIA A SOFTWARE-AS-MEDICAL DEVICE WITH AN ARTIFICIAL INTELLIGENT AGENT

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. (2024). Alzheimer’s dementia early diagnosis, characterization, prognosis and treatment decision via a Software-as-Medical Device with an Artificial Intelligent Agent. Alzheimer's & Dementia, 20(Suppl. 1), e075674. https://doi.org/10.1002/alz.075674 (publication pdf and poster)

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Jan 23

MRI-BASED ARTIFICIAL INTELLIGENCE TO PREDICT INFECTION FOLLOWING TOTAL HIP ARTHROPLASTY FAILURE [publication website]

AUTHORS: Albano, D., Gitto, S., Messina, C., Serpi, F., Salvatore, C., Castiglioni, I., Zagra, L., De Vecchi, E., Sconfienza, L. M.

JOURNAL: La Radiologia Medica

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Jan 23

PAN-CANCER CLASSIFICATION OF GENE EXPRESSION DATA BASED ON ARTIFICIAL NEURAL NETWORK MODEL [publication website]

AUTHORS: Cava, C., Salvatore, C., Castiglioni, I.

JOURNAL: Applied Sciences

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Jan 23

A DEEP LEARNING APPROACH FOR AUTOMATIC VIDEO CODING OF DEICTIC GESTURES IN CHILDREN WITH AUTISM [publication website]

AUTHORS: Bruschetta, R., Campisi, S., Mastrogiuseppe, M., Leonardi, E., Aiello, S., Salvatore, C., Venturi, A., Schiavon, E., Campisi, A., Famà, F. I., et al.

CONFERENCE: 2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)

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Jan 23

A RADIOMIC-BASED MACHINE LEARNING SYSTEM TO DIAGNOSE AGE-RELATED MACULAR DEGENERATION FROM ULTRA-WIDEFIELD FUNDUS RETINOGRAPHY [publication website]

AUTHORS: Interlenghi, M., Sborgia, G., Venturi, A., Sardone, R., Pastore, V., Boscia, G., Landini, L., Scotti, G., Niro, A., Moscara, F., Bandi, L., Salvatore, C., Castiglioni, I.

JOURNAL: Diagnostics

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Sep 22
RADIOMICS AND TRANSVAGINAL ULTRASOUND IN ADNEXAL MASSES: IS THE NEXT FUTURE OF DIAGNOSTICS HERE?

Chiappa, V., Interlenghi, M., Bogani, G., Salvatore, C., Bertolina, F., Sarpietro, G., Signorelli, M., Castiglioni, I., & Raspagliesi, F. (2022). Radiomics and transvaginal ultrasound in adnexal masses: Is the next future of diagnostics here? International Journal of Gynecological Cancer, 32(Suppl 2), A70. https://doi.org/10.1136/ijgc-2022-ESGO.154 (publication pdf)

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Jan 22

A MACHINE LEARNING ENSEMBLE BASED ON RADIOMICS TO PREDICT BI-RADS CATEGORY AND REDUCE THE BIOPSY RATE OF ULTRASOUND-DETECTED SUSPICIOUS BREAST MASSES

Interlenghi, M., Salvatore, C., Magni, V., Caldara, G., Schiavon, E., Cozzi, A., Schiaffino, S., Carbonaro, L. A., Castiglioni, I., & Sardanelli, F. (2022). A machine learning ensemble based on radiomics to predict BI-RADS category and reduce the biopsy rate of ultrasound-detected suspicious breast masses. Diagnostics, 12(1), 187. https://doi.org/10.3390/diagnostics12010187 (publication pdf)

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Jan 22

DEVELOPMENT AND VALIDATION OF AN AI-DRIVEN MAMMOGRAPHIC BREAST DENSITY CLASSIFICATION TOOL BASED ON RADIOLOGIST CONSENSUS [publication pdf] [publication website]

AUTHORS: Magni, V.*, Interlenghi M.*, Cozzi, A., Alì, M., Salvatore C., Azzena, A., ... & Sardanelli, F.

JOURNAL: Radiology