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Valeria Romeo | Researchclopedia

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Valeria Romeo

University of Naples Federico II ORCID

152

Works

2,998

Citations

32

h-index

68

i10-index

Research Topics

Radiomics and Machine Learning in Medical Imaging MRI in cancer diagnosis Gynecological conditions and treatments

Affiliations

University of Rome Tor Vergata2009–2016

Weatherford College2023–2023

Fatebenefratelli Hospital2009–2015

Ospedale Cristo Re2016–2016

Federico II University Hospital2010–2025

Top Works

Machine learning applications in prostate cancer magnetic resonance imaging

Renato Cuocolo,Maria Brunella Cipullo,et al.

2019185 citations

Medical Imaging Techniques and Applications

Adrenal and Paraganglionic Tumors

Prostate MRI radiomics: A systematic review and radiomic quality score assessment

Arnaldo Stanzione,Michele Gambardella,et al.

2020111 citations

Machine learning analysis of MRI-derived texture features to predict placenta accreta spectrum in patients with placenta previa

Valeria Romeo,Carlo Ricciardi,et al.

2019107 citations

Prediction of Tumor Grade and Nodal Status in Oropharyngeal and Oral Cavity Squamous-cell Carcinoma Using a Radiomic Approach

Valeria Romeo,Renato Cuocolo,et al.

2019107 citations

Deep Myometrial Infiltration of Endometrial Cancer on MRI: A Radiomics-Powered Machine Learning Pilot Study

Arnaldo Stanzione,Renato Cuocolo,et al.

2020105 citations

Clinically significant prostate cancer detection on MRI: A radiomic shape features study

Renato Cuocolo,Arnaldo Stanzione,et al.

201999 citations

Machine learning for the identification of clinically significant prostate cancer on MRI: a meta-analysis

Renato Cuocolo,Maria Brunella Cipullo,et al.

202099 citations

Assessment and Prediction of Response to Neoadjuvant Chemotherapy in Breast Cancer: A Comparison of Imaging Modalities and Future Perspectives

Valeria Romeo,Giuseppe Accardo,et al.

202198 citations

Clinical value of radiomics and machine learning in breast ultrasound: a multicenter study for differential diagnosis of benign and malignant lesions

Valeria Romeo,Renato Cuocolo,et al.

202188 citations