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Radiomics and Radiogenomics in Preclinical Imaging on Murine Models: A Narrative Review
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Mainenti PP, Stanzione A, Cuocolo R, Del G, R , Danzi R, Romeo V, Raffone A, Di Psiezio A, Giordano E, Travaglino E, Insavato L, Scaglione M, Maurea S, Brunetti A
MRI radiomics: A machine learning approach for the risk stratification of endometrial cancer patients
Eur J Of Radioloy, 2022 Feb; N/D: 1-6.
Stanzione A, Verde F, Romeo V, Boccadifuoco F, Mainenti PP, Maurea S
Radiomics and machine learning applications in rectal cancer: Current update and future perspectives
World J Gastroentero (ISSN: 1007-9327linking, 2219-2840), 2021 Aug 28; 27(32): 5306-5321.
Larobina M, Megna R, Solla R
Comparison of three freeware software packages for (18)F-FDG PET texture feature calculation
Jpn J Radiol (ISSN: 1867-1071linking), 2021 Jul; 39(7): 710-719.
Stanzione A, Cuocolo R, Verde F, Galatola R, Romeo V, Mainenti PP, Aprea G, Guadagno E, Del Basso De Caro M, Maurea S
Handcrafted MRI radiomics and machine learning: Classification of indeterminate solid adrenal lesions
Magn Reson Imaging (ISSN: 0730-725xlinking), 2021 Jun; 79: 52-58.
Stanzione A, Cuocolo R, Del Grosso R, Nardiello A, Romeo V, Travaglino A, Raffone A, Bifulco G, Zullo F, Insabato L, Maurea S, Mainenti PP
Deep Myometrial Infiltration of Endometrial Cancer on MRI: A Radiomics-Powered Machine Learning Pilot Study
Acad Radiol (ISSN: 1076-6332linking, 1878-4046electronic), 2021 May; 28(5): 737-744.
Stanzione A, Ricciardi C, Cuocolo R, Romeo V, Petrone J, Sarnataro M, Mainenti PP, Improta G, De Rosa F, Insabato L, Brunetti A, Maurea S
MRI Radiomics for the Prediction of Fuhrman Grade in Clear Cell Renal Cell Carcinoma: a Machine Learning Exploratory Study
J Digit Imaging (ISSN: 0897-1889linking), 2020 Aug; 33(4): 879-887.
Romeo V, Ricciardi C, Cuocolo R, Stanzione A, Verde F, Sarno L, Improta G, Mainenti PP, D'Armiento M, Brunetti A, Maurea S
Machine learning analysis of MRI-derived texture features to predict placenta accreta spectrum in patients with placenta previa
Magn Reson Imaging (ISSN: 0730-725xlinking), 2019 Dec; 64: 71-76.
Larobina M, Murino L, Solla R, Fonti R, Salvatore B, Del Vecchio S, Mansi L, Pace L
Radiomics analysis of 18F-FDG PET/CT images: preliminary results in patients with head and neck cancer
Clinical And Translational Imaging, 2019; Vol.7-Suppl.1: PO058-PO058.
Mancini M, Summers P, Faita F, Brunetto MR, Callea F, De Nicola A, Di Lascio N, Farinati F, Gastaldelli A, Gridelli B, Mirabelli P, Neri E, Salvadori PA, Rebelos E, Tiribelli C, Valenti L, Salvatore M, Bonino F
Digital liver biopsy: Bio-imaging of fatty liver for translational and clinical research
World J Hepatol (ISSN: 1948-5182print, 1948-5182electronic), 2018 Feb 27; 10(2): 231-245.