Arnaldo Stanzione

Cicatelli Associates — United States

Medicine · Health Sciences

33h-index3.9kcitations142works18.12yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(74), Prostate Cancer Diagnosis and Treatment(39), MRI in cancer diagnosis(30), Prostate Cancer Treatment and Research(25), Advanced X-ray and CT Imaging(18)

Publications141 total

PARROT, an open multilingual radiology reports dataset
European Journal of Radiology Artificial Intelligence·2025· 1 citedOpen Access
List of contributors
Elsevier eBooks·2025
Model validation
Elsevier eBooks·2025
Abnormal Forgetting Rate from the Recency Portion of a Word-List in Patients with Subjective Cognitive Decline
Archives of Clinical Neuropsychology·2025Open Access
Prevalence and Incidence of Paramagnetic Rim Lesions in Multiple Sclerosis: A Systematic Review and Meta-Analysis
Radiology·2025· 3 citedOpen Access
Explanation and Elaboration with Examples for METRICS (METRICS-E3): an initiative from the EuSoMII Radiomics Auditing Group
Insights into Imaging·2025· 5 citedOpen Access
PARROT: An Open Multilingual Radiology Reports Dataset
arXiv (Cornell University)·2025Open Access
Evaluation metrics in medical imaging AI: fundamentals, pitfalls, misapplications, and recommendations
European Journal of Radiology Artificial Intelligence·2025· 18 citedOpen Access
AI in prostate imaging: A workload solution or a new set of challenges?
European Radiology·2025
AI-Assisted vs Unassisted Identification of Prostate Cancer in Magnetic Resonance Images
JAMA Network Open·2025· 17 citedOpen Access
Reproducibility of methodological radiomics score (METRICS): an intra- and inter-rater reliability study endorsed by EuSoMII
European Radiology·2025· 9 citedOpen Access
Prostate cancer MRI methodological radiomics score: a EuSoMII radiomics auditing group initiative
European Radiology·2024· 4 cited
Impact of software-assisted structured reporting on radiology residents approaching prostate MRI
European Journal of Radiology·2024· 3 citedOpen Access
Machine learning-based discrimination of benign and malignant breast lesions on US: The contribution of shear-wave elastography
European Journal of Radiology·2024· 5 cited
CLEAR guideline for radiomics: Early insights into current reporting practices endorsed by EuSoMII
European Journal of Radiology·2024· 6 cited
PI-QUAL version 2: A Multi-Reader reproducibility study on multiparametric MRI from a tertiary referral center
European Journal of Radiology·2024· 14 cited
The prostate-gland asymmetry affects the 3- and 12-month continence recovery after RARP in patients with small prostate glands: a single center study
Journal of Robotic Surgery·2024· 7 citedOpen Access
Evaluating the quality of radiomics-based studies for endometrial cancer using RQS and METRICS tools
European Radiology·2024· 11 citedOpen Access
Systematic Review of the role of Machine Learning in neuroimaging of pediatric brain tumors.
2024
Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects
Diagnostic and Interventional Radiology·2024· 106 citedOpen Access
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Frequent Co-authors

Renato Cuocolo(44), Valeria Romeo(25), Arturo Brunetti(20), Lorenzo Ugga(19), Andrea Ponsiglione(18), Francesco Verde(15), Massimo Imbriaco(13), Simone Maurea(13), Pier Paolo Mainenti(9), Massimo Imbriaco(8), Sirio Cocozza(8), Burak Koçak(7), Nicola Longo(7), Mario Petretta(6), Tugba Akinci D’Antonoli(5), Roberto Cannella(5), Michail E. Klontzas(5), Federica Vernuccio(4), Luigi Insabato(4), Roberta Green(4)