Claudia Caudai

22 papers B 1C 2Journal 8Unranked 10
YearRankTypeTitle / Venue / Authors
2025 — conf
Leveraging AI for signal and image analysis in medicine and health.
Ital-IA
Marco Cafiso, Andrea Carboni, Claudia Caudai, Sara Colantonio, Francesco Conti, Mario D'Acunto, Said Daoudagh, Giulio Del Corso, Danila Germanese, Giacomo Ignesti, Gianmarco Lazzini, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Francesca Pardini, Maria Antonietta Pascali, Paolo Paradisi, Federico Volpini
2025 J jnl
Shedding light on uncertainties in machine learning: formal derivation and optimal model selection.
J. Frankl. Inst.
Giulio Del Corso, Sara Colantonio, Claudia Caudai
2025 — conf
Supporting Cardiac MRI Generation with High Fidelity Digital Twin.
ICIAP (Workshops 1)
Giulio Del Corso, Claudia Caudai, Roberto Verzicco, Francesco Viola, Sara Colantonio
2024 J jnl
Adaptive Machine Learning Approach for Importance Evaluation of Multimodal Breast Cancer Radiomic Features.
J. Imaging Inform. Medicine
Giulio Del Corso, Danila Germanese, Claudia Caudai, Giada Anastasi, Paolo Belli, Alessia Formica, Alberto Nicolucci, Simone Palma, Maria Antonietta Pascali, Stefania Pieroni, Charlotte Trombadori, Sara Colantonio, Michela Franchini, Sabrina Molinaro
2024 — conf
Advancing Sustainability: Research Initiatives at the Signals and Images Lab.
Ital-IA
Antonio Bruno, Claudia Caudai, Francesco Conti, Massimo Martinelli, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Ch Muhammad Awais, Oscar Papini, Maria Antonietta Pascali, Gabriele Pieri, Marco Reggiannini, Marco Righi, Emanuele Salerno, Andrea Scozzari, Marco Tampucci
2024 — conf
Data and System Traceability for Transparent AI in Medical Imaging.
SEBD
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
2024 — conf
From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment.
Ital-IA
Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Francesco Conti, Giulio Del Corso, Danila Germanese, Davide Moroni, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
2023 J jnl
Complementing Hi-C information for 3D chromatin reconstruction by ChromStruct.
Frontiers Bioinform.
Claudia Caudai, Emanuele Salerno
2023 — conf
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
Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Giulio Del Corso, Danila Germanese, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio
2023 — conf
Medical Waste Sorting: A Computer Vision Approach For Assisted Primary Sorting.
ICASSP Workshops
Antonio Bruno, Claudia Caudai, Giuseppe Riccardo Leone, Massimo Martinelli, Davide Moroni, F. Crotti
2023 J jnl
Medical Waste Sorting: a computer vision approach for assisted primary sorting.
CoRR
Antonio Bruno, Claudia Caudai, Giuseppe Riccardo Leone, Massimo Martinelli, Davide Moroni, F. Crotti
2022 — conf
Data Models for an Imaging Bio-bank for Colorectal, Prostate and Gastric Cancer: the NAVIGATOR Project.
BHI
Andrea Berti, Gianluca Carloni, Sara Colantonio, Maria 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
2021 — conf
A Deep Learning Approach for Hepatic Steatosis Estimation from Ultrasound Imaging.
ICCCI (CCIS Volume)
Sara Colantonio, Antonio Salvati, Claudia Caudai, Ferruccio Bonino, Laura De Rosa, Maria Antonietta Pascali, Danila Germanese, Maurizia Rossana Brunetto, Francesco Faita
2019 J jnl
ChromStruct 4: A Python Code to Estimate the Chromatin Structure from Hi-C Data.
IEEE ACM Trans. Comput. Biol. Bioinform.
Claudia Caudai, Emanuele Salerno, Monica Zoppè, Ivan Merelli, Anna Tonazzini
2019 J jnl
Estimation of the Spatial Chromatin Structure Based on a Multiresolution Bead-Chain Model.
IEEE ACM Trans. Comput. Biol. Bioinform.
Claudia Caudai, Emanuele Salerno, Monica Zoppè, Anna Tonazzini
2019 — conf
May Radiomic Data Predict Prostate Cancer Aggressiveness?
CAIP Workshops
Danila Germanese, Sara Colantonio, Claudia Caudai, Maria Antonietta Pascali, Andrea Barucci, Nicola Zoppetti, Simone Agostini, Elena Bertelli, Laura Mercatelli, Vittorio Miele, Roberto Carpi
2019 C conf
Radiomics to Predict Prostate CancerAggressiveness: A Preliminary Study.
BIBE
Danila Germanese, Elena Bertelli, Simone Agostini, Laura Mercatelli, Sara Colantonio, Vittorio Miele, Maria Antonietta Pascali, Claudia Caudai, Nicola Zoppetti, Roberto Carpi, Andrea Barucci
2018 C conf
Parallelizable Strategy for the Estimation of the 3D Structure of Biological Macromolecules.
PDP
Claudia Caudai, Monica Zoppè, Emanuele Salerno, Ivan Merelli, Anna Tonazzini
2016 J jnl
Computational Estimation of Chromosome Structure.
ERCIM News
Claudia Caudai, Emanuele Salerno
2015 J jnl
Inferring 3D chromatin structure using a multiscale approach based on quaternions.
BMC Bioinform.
Claudia Caudai, Emanuele Salerno, Monica Zoppè, Anna Tonazzini
2012 B conf
Evaluating Hebbian Self-Organizing Memories for Lexical Representation and Access.
LREC
Claudia Marzi, Marcello Ferro, Claudia Caudai, Vito Pirrelli
2009 — —
Stiffness and Compliance of Kinematic Chains in Motion.
Claudia Caudai