Concepedia

Irene Giacomelli

IG

19

Publications

1.6K

Citations

13

H-Index

2012

Active since

Affiliations

University of Florence(Current)

Azienda Ospedaliero-Universitaria Careggi

University of Wisconsin–Madison

Istituto Nazionale di Fisica Nucleare, Trento Institute for Fundamental Physics And Applications

Carnegie Mellon University

Irene Giacomelli is an author at University of Florence specializing in medicine, radiation oncology, and oncology.

Top concepts

MedicineRadiation OncologyOncologyRadiotherapyHealthRadiologyEngineeringComputer ScienceMachine LearningArtificial Intelligence

Publications per year

2012–2020

19

Publications

19

Privacy Risk in Machine Learning: Analyzing the Connection to Overfitting

Samuel Yeom, Irene Giacomelli, Matt Fredrikson et al. · 2018 · 864 citations

Artificial Intelligence, Privacy Protection, Engineering +20

Organs at risk in the brain and their dose-constraints in adults and in children: A radiation oncologist’s guide for delineation in everyday practice

Silvia Scoccianti, Beatrice Detti, Davide Gadda et al. · Radiotherapy and Oncology · 2015 · 237 citations

Radiation Medicine, Radiation Therapy, Medicine +11

ZKBoo: Faster Zero-Knowledge for Boolean Circuits

Irene Giacomelli, Jesper Madsen, Claudio Orlandi · 2016 · 115 citations · Full text

Clinical results of proton therapy reirradiation for recurrent nasopharyngeal carcinoma

Francesco Dionisi, Stefania Croci, Irene Giacomelli et al. · Acta Oncologica · 2019 · 49 citations · Full text

Surgical Oncology, Treatment Verification, Radiation Medicine +17

Overfitting, robustness, and malicious algorithms: A study of potential causes of privacy risk in machine learning

Samuel Yeom, Irene Giacomelli, Alan Menaged et al. · Journal of Computer Security · 2019 · 35 citations · Full text

Rows per page

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