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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

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Jan 22

A COMBINED DEEP LEARNING SYSTEM FOR AUTOMATIC DETECTION OF “BOVINE” AORTIC ARCH ON COMPUTED TOMOGRAPHY SCANS [publication pdf] [publication website]

AUTHORS: Secchi, F., Interlenghi, M., Alì, M., Schiavon, E., Monti, C.B., Capra, D., Salvatore, C., ... & Marrocco-Trischitta, M.M.

JOURNAL: Applied Sciences

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Jan 22

RADIOMICS AND MOLECULAR CLASSIFICATION IN ENDOMETRIAL CANCER (THE ROME STUDY): A STEP FORWARD TO A SIMPLIFIED PRECISION MEDICINE [publication website]

AUTHORS: Bogani, G., Chiappa, V., Lopez, S., Salvatore, C., Interlenghi, M., D’Oria, O., Giannini, A., Leone Roberti Maggiore, U., Chiarello, G., Palladino, S. et al.

JOURNAL: Healthcare

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Jan 21

RADIOMICS AND GENE EXPRESSION PROFILE TO CHARACTERISE THE DISEASE AND PREDICT OUTCOME IN PATIENTS WITH LUNG CANCER [publication pdf] [publication website]

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
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Jan 21

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

Chiappa, V., Interlenghi, M., Bogani, G., Salvatore, C., Bertolina, F., Sarpietro, G., Signorelli, M., Ronzulli, D., Castiglioni, I., & Raspagliesi, F. (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. European Radiology Experimental, 5(1), 28. https://doi.org/10.1186/s41747-021-00226-0 (publication pdf)

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Jan 21

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 pdf] [publication website]

AUTHORS: Chiappa, V., Interlenghi, M., Salvatore, C., Bertolina, F., Bogani, G., Ditto, A., Martinelli, F., Castiglioni, I., & Raspagliesi, F.

JOURNAL: Gynecologic Oncology

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Jan 21

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

Interlenghi, I., Salvatore, C., & Castiglioni, I. (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. Technical Report.

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Jan 21

ARTIFICIAL INTELLIGENCE APPLIED TO CHEST X-RAY FOR DIFFERENTIAL DIAGNOSIS OF COVID-19 PNEUMONIA [publication pdf] [publication website]

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

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Jan 21

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 pdf] [publication website]

AUTHORS: Alì, M., D’Amico, N.C., Interlenghi, M., Maniglio, M., Fazzini, D., Schiaffino, S., Salvatore, C., Castiglioni, I., & Papa, S.

JOURNAL: Applied Sciences