Gianluca Carloni

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 11

Top Topics

Magnetic Resonance Images

Top Venues

ICPR Workshops (1)

ICCV (Workshops)

Publications

Sara Colantonio, Andrea Berti, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Varvara Kalokyri, Haridimos Kondylakis, Charalampos Kalantzopoulos, Nikolaos S. Tachos, Dimitris I. Fotiadis, Valentina Giannini, Simone Mazzetti, Daniele Regge, Nickolas Papanikolaou, Konstantinos Marias, Manolis Tsiknakis
Data and System Traceability for Transparent AI in Medical Imaging. SEBD (2024)
Gianluca Carloni, Sara Colantonio
Exploiting causality signals in medical images: A pilot study with empirical results. Expert Syst. Appl. 249 (2024)
Yuyang Xue, Yuning Du, Gianluca Carloni, Eva Pachetti, Connor Jordan, Sotirios A. Tsaftaris
Cine Cardiac MRI Reconstruction Using a Convolutional Recurrent Network with Refinement. STACOM@MICCAI (2023)
Gianluca Carloni, Sara Colantonio
Exploiting Causality Signals in Medical Images: A Pilot Study with Empirical Results. CoRR (2023)
Gianluca Carloni, Eva Pachetti, Sara Colantonio
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. CoRR (2023)
Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
Exploring the potentials and challenges of Artificial Intelligence in supporting clinical diagnostics and remote assistance for the health and well-being of individuals. Ital-IA (2023)
Gianluca Carloni, Eva Pachetti, Sara Colantonio
Causality-Driven One-Shot Learning for Prostate Cancer Grading from MRI. ICCV (Workshops) (2023)
Gianluca Carloni, Andrea Berti, Sara Colantonio
The role of causality in explainable artificial intelligence. CoRR (2023)
Yuyang Xue, Yuning Du, Gianluca Carloni, Eva Pachetti, Connor Jordan, Sotirios A. Tsaftaris
Cine cardiac MRI reconstruction using a convolutional recurrent network with refinement. CoRR (2023)
Andrea Berti, Gianluca Carloni, Sara Colantonio, M. Antonietta Pascali, Paolo Manghi, Pasquale Pagano, Rossana Buongiorno, Eva Pachetti, Claudia Caudai, Domenico Di Gangi, Emanuele Carlini, Zeno Falaschi, Esther Ciarrocchi, Emanuele Neri, Elena Bertelli, Vittorio Miele, Roberto Carpi, Giulio Bagnacci, Nunzia Di Meglio, M. Antonietta Mazzei, Andrea Barucci
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project. BHI (2022)
Gianluca Carloni, Andrea Berti, Chiara Iacconi, Maria Antonietta Pascali, Sara Colantonio
On the Applicability of Prototypical Part Learning in Medical Images: Breast Masses Classification Using ProtoPNet. ICPR Workshops (1) (2022)