ROBERTA VALERIEVA NINKOVA

PhD Student

PhD program:: XL
email: robertavalerieva.ninkova@uniroma1.it
building: Dipartimento di Scienze Radiologiche

supervisor: Prof.ssa Agnese Po
advisor: Prof.ssa Valeria Panebianco

Research: A Machine Learning Model Based on Endometrium MRI Radiomics to Predict Histological Diagnosis in Patients with Endometrial Cancer

Education
01/2021 – 01/2025, Rome, Italy, Medical Doctor with specialization in Diagnostic Radiology, UNIVERSITÀ DI ROMA "LA SAPIENZA"
09/2013 – 07/2019, Roma, Italy, MASTER’S DEGREE IN MEDICINE AND SURGERY, University of Rome "La Sapienza",Final grade 110 L /110

Work experience
01/05/2024 – 31/10/24, Paris, France, RADIOLOGY FELLOWSHIP, Hopital Tenon APHP Sorbonne Universite – Paris, France, Specialized Training in Gynecological and Breast Imaging with a Focus on Women's Health

Skills
LANGUAGE SKILLS, Mother tongue(s): Italian - Bulgarian, Other language(s): English - French

Research products

11573/1767384 - 2026 - Node-RADS for preoperative locoregional nodal staging of endometrial cancer: reproducibility and accuracy assessment using CT and MRI

Bonatti, Matteo; Valletta, Riccardo; Corato, Valentina; Proner, Bernardo; Hoxha, Laurjan; Odoferdi, Luca; Steinkasserer, Martin; Ninkova, Roberta Valerieva; Avesani, Giacomo; Vingiani, Vincenzo; Manganaro, Lucia - 01a Articolo in rivista

paper: EUROPEAN RADIOLOGY (Heidelberg : Springer.) pp. 989-997 - issn: 1432-1084 - wos: WOS:001553770700001 (3) - scopus: 2-s2.0-105013765480 (4)

11573/1767380 - 2026 - Beyond the Beam: Multimodal Imaging and Surveillance of Post-Radiotherapy Changes in the Breast

Gigli, S.; Bonito, G.; David, E.; Spatola, C.; Ascenzi, B. M.; Ninkova, R. V.; Riccardi, S.; Malzone, L.; Ricci, P.; Manganaro, L. - 01a Articolo in rivista

paper: LIFE (Basel: MDPI) pp. - - issn: 2075-1729 - wos: WOS:001750665000001 (0) - scopus: 2-s2.0-105036869891 (0)

11573/1767376 - 2026 - MRI and Endometrial Cancer After FIGO 2023—What’s New? A Narrative Review

Gennarini, Marco; Ninkova, Roberta Valerieva; Miceli, Valentina; Curti, Federica; Riccardi, Sandrine; Gui, Benedetta; Rizzo, Stefania; Venkatesan, Aradhana M.; Nougaret, Stephanie; Manganaro, Lucia - 01g Articolo di rassegna (Review)

paper: CANCERS (Basel: MDPI) pp. - - issn: 2072-6694 - wos: WOS:001725182900001 (0) - scopus: 2-s2.0-105034161391 (0)

11573/1738671 - 2025 - The Node Reporting and Data System (Node-RADS) for standardized MRI evaluation of lymph nodes in endometrial cancer, integrated with clinicopathological and molecular data

Riccardi, Sandrine; Ninkova, Roberta Valerieva; Calabrese, Alessandro; Curti, Federica; Gennarini, Marco; Miceli, Valentina; Cupertino, Angelica; Cutonilli, Claudia; Di Donato, Violante; Pernazza, Angelina; Rizzo, Stefania Maria Rita; Panebianco, Valeria; Catalano, Carlo; Manganaro, Lucia - 01a Articolo in rivista

paper: EUROPEAN JOURNAL OF RADIOLOGY (Elsevier Science Ireland Limited:PO Box 85, Limerick Ireland:011 353 61 709600, 011 353 61 61944, EMAIL: usinfo-f@elsevier.com, INTERNET: http://www.elsevier.com, Fax: 011 353 61 709114 -editore precedente: Georg Thieme, Stuttgart ; New York : Thieme, [c1981.) pp. - - issn: 0720-048X - wos: WOS:001463445700001 (4) - scopus: (0)

11573/1767397 - 2025 - MRI Imaging of Abdominal Pain in Pregnant Women: A practical guide of common and non-obstetric pathologies

Ninkova, Roberta Valerieva - 04d Abstract in atti di convegno

conference: RSNA (Chicago)

book: MRI Imaging of Abdominal Pain in Pregnant Women: A practical guide of common and non-obstetric pathologies - ()

11573/1767394 - 2025 - Case-Based Gyne Malignant

Ninkova, Roberta Valerieva - 04d Abstract in atti di convegno

conference: ESUR (Stoccolma)

book: Case-Based Gyne Malignant - ()

11573/1727493 - 2025 - Intravoxel incoherent motion MRI to assess feto-placental diffusion and perfusion properties in small fetuses

Ercolani, G; Capuani, S; Celli, V; Ciulla, S; Ninkova, R; Gennarini, M; Miceli, V; Grimm, R; Di Mascio, D; Porpora, Mg; Giancotti, A; Catalano, C; Manganaro, L. - 01a Articolo in rivista

paper: LA RADIOLOGIA MEDICA (- Milano : Springer Verlag Italia -Turin Italy: Edizioni Minerva Medica) pp. 81-95 - issn: 0033-8362 - wos: WOS:001355541800001 (2) - scopus: 2-s2.0-86000377398 (2)

11573/1751671 - 2025 - Cross-Sectional Imaging of Pelvic Inflammatory Disease: Diagnostic Pearls and Pitfalls on CT and MR

Gigli, Silvia; Gennarini, Marco; Ninkova, Roberta Valerieva; Miceli, Valentina; Curti, Federica; Riccardi, Sandrine; Cutonilli, Claudia; Frezza, Flaminia; Amoroso, Chiara; Catalano, Carlo; Manganaro, Lucia - 01g Articolo di rassegna (Review)

paper: DIAGNOSTICS (Basel: MDPI) pp. - - issn: 2075-4418 - wos: WOS:001558520700001 (5) - scopus: 2-s2.0-105014516076 (6)

11573/1767383 - 2025 - Incidental findings in female pelvis MRI performed for gynaecological malignancies

Bottazzi, Silvia; Ninkova, Roberta V; Russo, Luca; Ponsiglione, Andrea; Gui, Benedetta; Demundo, Daniela; Imbriaco, Massimo; Venkatesan, Aradhana M; Sala, Evis; Nougaret, Stephanie; Manganaro, Lucia; Rizzo, Stefania - 01g Articolo di rassegna (Review)

paper: INSIGHTS INTO IMAGING (Heidelberg ; Berlin : Springer) pp. - - issn: 1869-4101 - wos: WOS:001518867600005 (1) - scopus: 2-s2.0-105009488149 (2)

11573/1718931 - 2024 - The performance of the node reporting and data system 1.0 (Node-RADS) and DWI–MRI in staging patients with cervical carcinoma according to the new FIGO classification (2018)

Ninkova, Roberta Valerieva; Calabrese, Alessandro; Curti, Federica; Riccardi, Sandrine; Gennarini, Marco; Miceli, Valentina; Cupertino, Angelica; Di Donato, Violante; Pernazza, Angelina; Rizzo, Stefania Maria; Panebianco, Valeria; Catalano, Carlo; Manganaro, Lucia - 01a Articolo in rivista

paper: LA RADIOLOGIA MEDICA (Milano: Springer Verlag Italia) pp. - - issn: 1826-6983 - wos: WOS:001220391100001 (15) - scopus: 2-s2.0-85192804839 (17)

11573/1678427 - 2023 - Impact of DWI and ADC values in ovarian-adnexal reporting and data system (O-RADS) MRI score

Manganaro, Lucia; Ciulla, Sandra; Celli, Veronica; Ercolani, Giada; Ninkova, Roberta Valerieva; Miceli, Valentina; Cozzi, Andrea; Maria Rizzo, Stefania; Thomassin-Naggara, Isabelle; Catalano, Carlo - 01a Articolo in rivista

paper: LA RADIOLOGIA MEDICA (Milano: Springer Verlag Italia) pp. - - issn: 1826-6983 - wos: WOS:000975815000001 (15) - scopus: 2-s2.0-85153369923 (17)

11573/1693780 - 2023 - Fetal MRI: what’s new? A short review

Manganaro, Lucia; Capuani, Silvia; Gennarini, Marco; Miceli, Valentina; Ninkova, Roberta; Balba, Ilaria; Galea, Nicola; Cupertino, Angelica; Maiuro, Alessandra; Ercolani, Giada; Catalano, Carlo - 01a Articolo in rivista

paper: EUROPEAN RADIOLOGY EXPERIMENTAL (Springer) pp. 1-16 - issn: 2509-9280 - wos: WOS:001045173800001 (33) - scopus: 2-s2.0-85167530294 (35)

11573/1719932 - 2023 - Imaging of Peritoneal Carcinomatosis in Advanced Ovarian Cancer: CT, MRI, Radiomic Features and Resectability Criteria

Miceli, V.; Gennarini, M.; Tomao, F.; Cupertino, A.; Lombardo, D.; Palaia, I.; Curti, F.; Riccardi, S.; Ninkova, R.; Maccioni, F.; Ricci, P.; Catalano, C.; Rizzo, S. M. R.; Manganaro, L. - 01g Articolo di rassegna (Review)

paper: CANCERS (Basel: MDPI) pp. - - issn: 2072-6694 - wos: WOS:001130823700001 (20) - scopus: 2-s2.0-85180653768 (22)

11573/1635492 - 2022 - MRI and adenomyosis: what can radiologists evaluate?

Celli, V.; Dolciami, M.; Ninkova, R.; Ercolani, G.; Rizzo, S.; Porpora, M. G.; Catalano, C.; Manganaro, L. - 01g Articolo di rassegna (Review)

paper: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (Basel: MDPI 2003-) pp. - - issn: 1660-4601 - wos: WOS:000803362600001 (29) - scopus: 2-s2.0-85129727616 (35)

11573/1677262 - 2022 - Post treatment imaging in patients with local advanced cervical carcinoma

Ciulla, S.; Celli, V.; Aiello, A. A.; Gigli, S.; Ninkova, R.; Miceli, V.; Ercolani, G.; Dolciami, M.; Ricci, P.; Palaia, I.; Catalano, C.; Manganaro, L. - 01g Articolo di rassegna (Review)

paper: FRONTIERS IN ONCOLOGY (Lausanne : Frontiers Editorial Office, 2011-) pp. 01-14 - issn: 2234-943X - wos: WOS:000892542300001 (9) - scopus: 2-s2.0-85143073115 (11)

11573/1574809 - 2021 - Can new ENZIAN score 2020 represent a staging system improving MRI structured report?

Manganaro, L.; Celli, V.; Dolciami, M.; Ninkova, R.; Ercolani, G.; Ciulla, S.; De Vito, C.; Rizzo, S. M.; Porpora, M. G.; Catalano, C. - 01a Articolo in rivista

paper: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH (Basel: MDPI 2003-) pp. 1-10 - issn: 1660-4601 - wos: WOS:000709541900001 (23) - scopus: 2-s2.0-85115425050 (25)