Παρακολούθηση
Arnaldo Stanzione
Arnaldo Stanzione
Researcher, Department of Advanced Biomedical Sciences, University "Federico II" of Naples
Η διεύθυνση ηλεκτρονικού ταχυδρομείου έχει επαληθευτεί στον τομέα unina.it
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Παρατίθεται από
Παρατίθεται από
Έτος
Machine learning applications in prostate cancer magnetic resonance imaging
R Cuocolo, MB Cipullo, A Stanzione, L Ugga, V Romeo, L Radice, ...
European radiology experimental 3, 1-8, 2019
1592019
Biparametric 3T Magentic Resonance Imaging for prostatic cancer detection in a biopsy-naïve patient population: a further improvement of PI-RADS v2?
A Stanzione, M Imbriaco, S Cocozza, F Fusco, G Rusconi, C Nappi, ...
European journal of radiology 85 (12), 2269-2274, 2016
1032016
Prostate MRI radiomics: A systematic review and radiomic quality score assessment
A Stanzione, M Gambardella, R Cuocolo, A Ponsiglione, V Romeo, ...
European journal of radiology 129, 109095, 2020
1012020
Prediction of tumor grade and nodal status in oropharyngeal and oral cavity squamous-cell carcinoma using a radiomic approach
V Romeo, R Cuocolo, C Ricciardi, L Ugga, S Cocozza, F Verde, ...
Anticancer Research 40 (1), 271-280, 2020
922020
Machine learning analysis of MRI-derived texture features to predict placenta accreta spectrum in patients with placenta previa
V Romeo, C Ricciardi, R Cuocolo, A Stanzione, F Verde, L Sarno, ...
Magnetic resonance imaging 64, 71-76, 2019
912019
Clinically significant prostate cancer detection on MRI: A radiomic shape features study
R Cuocolo, A Stanzione, A Ponsiglione, V Romeo, F Verde, M Creta, ...
European journal of radiology 116, 144-149, 2019
892019
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII
B Kocak, B Baessler, S Bakas, R Cuocolo, A Fedorov, L Maier-Hein, ...
Insights into imaging 14 (1), 75, 2023
822023
Machine learning for the identification of clinically significant prostate cancer on MRI: a meta-analysis
R Cuocolo, MB Cipullo, A Stanzione, V Romeo, R Green, V Cantoni, ...
European Radiology 30, 6877-6887, 2020
742020
Deep learning whole‐gland and zonal prostate segmentation on a public MRI dataset
R Cuocolo, A Comelli, A Stefano, V Benfante, N Dahiya, A Stanzione, ...
Journal of Magnetic Resonance Imaging 54 (2), 452-459, 2021
732021
Detection of extraprostatic extension of cancer on biparametric MRI combining texture analysis and machine learning: preliminary results
A Stanzione, R Cuocolo, S Cocozza, V Romeo, F Persico, F Fusco, ...
Academic radiology 26 (10), 1338-1344, 2019
732019
Deep myometrial infiltration of endometrial cancer on MRI: a radiomics-powered machine learning pilot study
A Stanzione, R Cuocolo, R Del Grosso, A Nardiello, V Romeo, ...
Academic radiology 28 (5), 737-744, 2021
722021
Meningioma MRI radiomics and machine learning: systematic review, quality score assessment, and meta-analysis
L Ugga, T Perillo, R Cuocolo, A Stanzione, V Romeo, R Green, V Cantoni, ...
Neuroradiology 63, 1293-1304, 2021
612021
Quality control and whole-gland, zonal and lesion annotations for the PROSTATEx challenge public dataset
R Cuocolo, A Stanzione, A Castaldo, DR De Lucia, M Imbriaco
European Journal of Radiology 138, 109647, 2021
572021
PSA-density does not improve bi-parametric prostate MR detection of prostate cancer in a biopsy naïve patient population
R Cuocolo, A Stanzione, G Rusconi, M Petretta, A Ponsiglione, F Fusco, ...
European journal of radiology 104, 64-70, 2018
522018
Systematic review of the radiomics quality score applications: an EuSoMII Radiomics Auditing Group Initiative
G Spadarella, A Stanzione, T Akinci D’Antonoli, A Andreychenko, ...
European Radiology 33 (3), 1884-1894, 2023
492023
Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions
V Romeo, R Cuocolo, R Apolito, A Stanzione, A Ventimiglia, A Vitale, ...
European radiology 31, 9511-9519, 2021
492021
MRI index lesion radiomics and machine learning for detection of extraprostatic extension of disease: a multicenter study
R Cuocolo, A Stanzione, R Faletti, M Gatti, G Calleris, A Fornari, F Gentile, ...
European radiology, 1-9, 2021
482021
Prostate MRI technical parameters standardization: a systematic review on adherence to PI-RADSv2 acquisition protocol
R Cuocolo, A Stanzione, A Ponsiglione, F Verde, A Ventimiglia, V Romeo, ...
European Journal of Radiology 120, 108662, 2019
462019
Radiomics and machine learning applications in rectal cancer: current update and future perspectives
A Stanzione, F Verde, V Romeo, F Boccadifuoco, PP Mainenti, S Maurea
World Journal of Gastroenterology 27 (32), 5306, 2021
422021
MRI radiomics for the prediction of Fuhrman grade in clear cell renal cell carcinoma: a machine learning exploratory study
A Stanzione, C Ricciardi, R Cuocolo, V Romeo, J Petrone, M Sarnataro, ...
Journal of digital imaging 33, 879-887, 2020
412020
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