Renato Cuocolo
Associate Professor
Naples, Campania, Italy
Summary
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Rockstar🎓
Top SchoolRenato Cuocolo is an Associate Professor and clinician-scientist specializing in radiomics and machine learning for medical imaging, with an MD, PhD and a clinical background in radiology from leading Italian universities. He combines academic leadership at the University of Salerno with prominent roles in European societies—chairing ESR’s eHealth and Informatics Subcommittee and EuSoMII’s Scientific Committee—shaping standards for imaging informatics and e‑learning. His research bridges advanced image analysis, augmented reality labs, and practical applications in musculoskeletal and genitourinary radiology, informed by hands-on clinical work at Federico II Hospital. An editorial board member for several European radiology journals, he translates methodological advances into clinical research and education. Notably, his profile reflects a rare mix of active society governance and lab-based innovation, positioning him to influence both policy and technical development in medical imaging.
7 years of coding experience
University of Campania "Luigi Vanvitelli"University of Naples "Federico II"
Github Skills (15)
medical-imaging10
machine-learning10
docker10
python10
feature-extraction10
3d-images10
mri10
android8
meta-learning7
hyperparameter-tuning5
automl4
hyperparameter-optimization3
scikit-learn3
automated-machine-learning3
minecraft1
Programming languages (4)
Github contributions (5)
rcuocolo/PROSTATEx_masks
Jul 2020 - Jul 2022
Lesion and prostate masks for the PROSTATEx training dataset, after a lesion-by-lesion quality check.
Contributions:10 releases, 56 commits, 2 PRs in 2 years
masksprostatedatasetmrimachine-learning
rcuocolo/rcuocolo.github.io
Jul 2020 - Feb 2025
Contributions:2 releases, 136 pushes, 1 branch in 4 years 8 months
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