ROBERTO MARONCELLI

PhD Student

PhD program:: XL
email: roberto.maroncelli@uniroma1.it
building: Radiologia Centrale

supervisor: Silvia Mezi
advisor: Prof.ssa Valeria Panebianco

Research: Enhancing Breast Cancer Diagnosis and Classification: Integrating microRNA with Artificial Intelligence on MRI images

EDUCATION AND TRAINING
15/10/2025-15/10/2026 Roma, Italia RESEARCH FELLOW Dipartimento di scienze Radiologiche, oncologiche ed anatomopatologiche Sapienza University of Rome
24/01/2021 – 10/01/2025 Rome, Italy SPECIALIZATION IN DIAGNOSTIC RADIOLOGY Sapienza University of Rome Tutor: Federica Pediconi
11/03/2024 – 11/06/2024 Madrid, Spain FELLOWSHIP IN BREAST RADIOLOGY MD Anderson Cancer Center Tutor: Silvia Perez Rodrigo
09/2013 – 10/2019 Roma , Italy MASTER’S DEGREE IN MEDICINE AND SURGERY LM-41 Università di Roma "La Sapienza" Field of study Medicina e Chirurgia Final grade 110/110 con lode Level in EQF EQF level 7 National classification LIivello 7 EQF Type of credits 360 Thesis Il trattamento sistemico della psoriasi di grado severo: attualità e studio di confronto | Materia: Dermatologia | Relatore: Cantoresi Franca

HONOURS AND AWARDS
05/03/2025 Most Downloaded Article – European Radiology Experimental (2025) Official recognition awarded by the European Society of Radiology (ESR) for the article “Probing clarity: AI-generated simplified breast imaging reports for enhanced patient comprehension powered by ChatGPT-4o”, ranked as the fifth most downloaded article in 2025 in European Radiology Experimental. Official certificate issued by the ESR.
30/09/2023 Young Physician-Scientist Grant – EUSOBI The European Society of Breast Imaging certifies that Roberto Maroncelli "Performance of Node-RADS Scoring System for a Standardized Assessment of Regional Lymph Nodes in Breast Cancer Patients" received the Young Physician-Scientist Grant on occasion of the Annual Scientific Meeting 2023 in Valencia, Spain.

LICENCES AND CERTIFICATIONS
28/06/2024 – 29/06/2024 Breast Intervention Masterclass 2024 The Royal College of Surgeons of England The Breast Intervention Masterclass 2024 has been awarded 6 CPD points and has been accredited by the Royal College of Surgeons. The accredited standards of this course are validated by the Royal College of Surgeons, however it is the responsibility of the Health care professional / physician to validate the CPD points via their own governing body.
11/2021 – 11/2021 CORSO TEORICO DI FORMAZIONE IN ULTRASONOLOGIA SIUMB (Società Italiana di Ultrasonologia in Medicina e Biologia)
03/2021 – 03/2021 IL RISCHIO NELLE STRUTTURE SANITARIE Università degli Studi di Roma "UnitelmaSapienza" I 11/2020 – 11/2020 PBLSD & BLSD - PEDIATRIC & BASIC LIFE SUPPORT & DEFIBRILLATION ESECUTORE INTUBATIEM APS accreditato dalla regione Lazio ID credenziale – 11/2020 ACLS - ADVANCED CARDIAC LIFE SUPPORT Safety & Health Institute ID credenziale 2575772 11/2020 – 11/2020 PTC - PREHOSPITAL TRAUMA BASIC COURSE & MASSIVE BLEEDING MANAGEMENT INTUBATIEM APS

Research products

11573/1743343 - 2025 - Deep learning with transfer learning on digital breast tomosynthesis: a radiomics-based model for predicting breast cancer risk

Galati, Francesca; Maroncelli, Roberto; De Nardo, Chiara; Testa, Lucia; Barcaroli, Gloria; Rizzo, Veronica; Moffa, Giuliana; Pediconi, Federica - 01a Articolo in rivista

paper: DIAGNOSTICS (Basel: MDPI) pp. - - issn: 2075-4418 - wos: WOS:001526304200001 (1) - scopus: 2-s2.0-105010237759 (2)

11573/1756606 - 2025 - Why clinical context and sustainability matters: the role of high-concentration contrast in CEM

Pediconi, Federica; Speranza, Annarita; Moffa, Giuliana; Maroncelli, Roberto; Coppola, Sara; Galati, Francesca; Bernardi, Claudia; Maccagno, Giacomo; Pugliese, Dominga; Catalano, Carlo; Laghi, Andrea; Rizzo, Veronica - 01a Articolo in rivista

paper: INSIGHTS INTO IMAGING (Heidelberg ; Berlin : Springer) pp. - - issn: 1869-4101 - wos: (0) - scopus: 2-s2.0-105022495225 (0)

11573/1743328 - 2025 - Contrast-enhanced mammography for breast cancer detection and diagnosis with high concentration iodinated contrast medium

paper: INSIGHTS INTO IMAGING (Heidelberg ; Berlin : Springer) pp. - - issn: 1869-4101 - wos: WOS:001508341300002 (7) - scopus: 2-s2.0-105008003032 (8)

11573/1759516 - 2025 - Radiomics-based MRI models for predicting breast cancer axillary lymph node involvement in comparison with Node-RADS: a proof-of-concept study

Maroncelli, Roberto; Rizzo, Veronica; Pasculli, Marcella; Coppola, Sara; De Nardo, Chiara; Moschetta, Marco; Catalano, Carlo; Pediconi, Federica - 01a Articolo in rivista

paper: EUROPEAN RADIOLOGY EXPERIMENTAL (Springer) pp. - - issn: 2509-9280 - wos: WOS:001630041100001 (0) - scopus: 2-s2.0-105023453081 (0)

11573/1723773 - 2024 - Ultrasound-guided cryoablation of early breast cancer: safety, technical efficacy, patients' satisfaction, and outcome prediction with MRI/CEM: a pilot case-control study

Galati, F.; Pasculli, M.; Maroncelli, R.; Rizzo, V.; Moffa, G.; Cerbelli, B.; D'amati, G.; Catalano, C.; Pediconi, F. - 01a Articolo in rivista

paper: EUROPEAN RADIOLOGY EXPERIMENTAL (Springer) pp. 120- - issn: 2509-9280 - wos: (0) - scopus: 2-s2.0-85206962895 (10)

11573/1727624 - 2024 - BPE on contrast-enhanced mammography: relationship with breast density, age and menopausal status

Moffa, Giuliana; Galati, Francesca; Spagnoli, Alessandra; Fabrizi, Elena; Maroncelli, Roberto; Coppola, Sara; Rizzo, Veronica; Pediconi, Federica - 01a Articolo in rivista

paper: LA RADIOLOGIA MEDICA (Milano: Springer Verlag Italia) pp. - - issn: 1826-6983 - wos: WOS:001353836500001 (4) - scopus: 2-s2.0-85209061622 (0)

11573/1701337 - 2024 - Cryoablation for the treatment of breast cancer: immunological implications and future perspectives. Utopia or reality?

Galati, Francesca; Marra, Andrea; Cicciarelli, Federica; Pasculli, Marcella; Maroncelli, Roberto; Rizzo, Veronica; Moffa, Giuliana; Pediconi, Federica - 01g Articolo di rassegna (Review)

paper: LA RADIOLOGIA MEDICA (Milano: Springer Verlag Italia) pp. - - issn: 1826-6983 - wos: WOS:001154133000001 (9) - scopus: 2-s2.0-85184167804 (11)

11573/1711858 - 2024 - Performance of MRI for standardized lymph nodes assessment in breast cancer: are we ready for Node-RADS?

Pediconi, Federica; Maroncelli, Roberto; Pasculli, Marcella; Galati, Francesca; Moffa, Giuliana; Marra, Andrea; Polistena, Andrea; Rizzo, Veronica - 01a Articolo in rivista

paper: EUROPEAN RADIOLOGY (Heidelberg : Springer.) pp. - - issn: 1432-1084 - wos: WOS:001245931900001 (15) - scopus: 2-s2.0-85195913477 (17)

11573/1720688 - 2024 - Unusual application of twinkling artifact

Drudi, Francesco M; Maroncelli, Roberto; Angelini, Flavia; Renda, Maurizio; Maglia, Gianluca; Bertolotto, Michele; Cantisani, Vito - 01g Articolo di rassegna (Review)

paper: JOURNAL OF ULTRASOUND (Cham : Springer Amsterdam : Elsevier) pp. - - issn: 1876-7931 - wos: WOS:001250279900001 (1) - scopus: 2-s2.0-85196292597 (1)

11573/1699770 - 2024 - Could breast multiparametric MRI discriminate between pure ductal carcinoma in situ and microinvasive carcinoma?

Rizzo, Veronica; Cicciarelli, Federica; Galati, Francesca; Moffa, Giuliana; Maroncelli, Roberto; Pasculli, Marcella; Pediconi, Federica - 01a Articolo in rivista

paper: ACTA RADIOLOGICA ([London] : Sage- Intervening publisher[London]: Informa Healthcare Intervening publisher,London : RSM Press on behalf of the Scandinavian Societies of Radiology Abingdon : Taylor & Francis Oxford : Blackwell [Copenhagen] : Munksgaard International Publishers) pp. 2841851231225807- - issn: 1600-0455 - wos: WOS:001140064000001 (3) - scopus: 2-s2.0-85181652570 (3)

11573/1725641 - 2024 - Probing clarity: AI-generated simplified breast imaging reports for enhanced patient comprehension powered by ChatGPT-4o

Maroncelli, R.; Rizzo, V.; Pasculli, M.; Cicciarelli, F.; Macera, M.; Galati, F.; Catalano, C.; Pediconi, F. - 01a Articolo in rivista

paper: EUROPEAN RADIOLOGY EXPERIMENTAL (Springer) pp. - - issn: 2509-9280 - wos: WOS:001346069300001 (23) - scopus: 2-s2.0-85208162965 (27)

11573/1685764 - 2023 - Diagnostic performance of contrast-enhanced digital mammography versus conventional imaging in women with dense breasts

Moffa, Giuliana; Galati, Francesca; Maroncelli, Roberto; Rizzo, Veronica; Cicciarelli, Federica; Pasculli, Marcella; Pediconi, Federica - 01a Articolo in rivista

paper: DIAGNOSTICS (Basel: MDPI) pp. - - issn: 2075-4418 - wos: WOS:001045449300001 (18) - scopus: 2-s2.0-85167692591 (20)

11573/1653307 - 2022 - MRI as a biomarker for breast cancer diagnosis and prognosis

Galati, Francesca; Rizzo, Veronica; Manuela Trimboli, Rubina; Kripa, Endi; Maroncelli, Roberto; Pediconi, Federica - 01g Articolo di rassegna (Review)

paper: BJR|OPEN ([London]: British Institute of Radiology) pp. - - issn: 2513-9878 - wos: WOS:001279635100003 (18) - scopus: 2-s2.0-105000301831 (23)