Santa Di Cataldo

57 papers A* 1A 2B 3C 7Journal 28Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
Renal Cell Carcinoma subtyping: Learning from multi-resolution localization.
Comput. Methods Programs Biomed.
Mohamad Mohamad, Francesco Ponzio, Santa Di Cataldo, Damien Ambrosetti, Xavier Descombes
2025 C conf
Inspecting Defects of EB-PBF Components with Active Thermography and Deep Learning: A Feasibility Study.
ETFA
Seyed Mohammad Mehdi Hosseini, Fabio Depaoli, Francesco Ponzio, Simone De Giorgi, Giovanni Rizza, Emanuele Tognoli, Giulia Colombini, Manuela Galati, Santa Di Cataldo
2025 J jnl
Machine learning-enabled real-time anomaly detection for electron beam powder bed fusion additive manufacturing.
J. Intell. Manuf.
Davide Cannizzaro, Paolo Antonioni, Francesco Ponzio, Manuela Galati, Edoardo Patti, Santa Di Cataldo
2024 — conf
A Data Fusion Service-Oriented Infrastructure for Production Line Monitoring.
ICIT
Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Franco Fummi, Santa Di Cataldo, Sara Vinco
2024 A conf
An AI-Enabled Framework for Smart Semiconductor Manufacturing.
DATE
Khaled Sidahmed Sidahmed Alamin, Davide Appello, Alessandro Beghi, Nicola Dall'Ora, Fabio Depaoli, Santa Di Cataldo, Franco Fummi, Sebastiano Gaiardelli, Michele Lora, Enrico Macii, Alessio Mascolini, Daniele Pagano, Francesco Ponzio, Gian Antonio Susto, Sara Vinco
2024 C conf
Physics-Informed Neural Networks: A Step Towards Data-Driven Optimization of Additive Manufacturing.
ETFA
Fabio Depaoli, Stefano Felicioni, Francesco Ponzio, Alessandro Aliberti, Enrico Macii, Federica Bondioli, Elisa Padovano, Santa Di Cataldo
2024 J jnl
Renal Cell Carcinoma subtyping: learning from multi-resolution localization.
CoRR
Mohamad Mohamad, Francesco Ponzio, Santa Di Cataldo, Damien Ambrosetti, Xavier Descombes
2024 A* conf
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge.
DAC
Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi
2024 J jnl
VARADE: a Variational-based AutoRegressive model for Anomaly Detection on the Edge.
CoRR
Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi
2023 C conf
A Distributed Software Platform for Additive Manufacturing.
ETFA
Rafael Natalio Fontana Crespo, Davide Cannizzaro, Lorenzo Bottaccioli, Enrico Macii, Edoardo Patti, Santa Di Cataldo
2023 C conf
Neuro-Symbolic Empowered Denoising Diffusion Probabilistic Models for Real-Time Anomaly Detection in Industry 4.0: Wild-and-Crazy-Idea Paper.
FDL
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
2023 J jnl
Neuro-symbolic Empowered Denoising Diffusion Probabilistic Models for Real-time Anomaly Detection in Industry 4.0.
CoRR
Luigi Capogrosso, Alessio Mascolini, Federico Girella, Geri Skenderi, Sebastiano Gaiardelli, Nicola Dall'Ora, Francesco Ponzio, Enrico Fraccaroli, Santa Di Cataldo, Sara Vinco, Enrico Macii, Franco Fummi, Marco Cristani
2023 C conf
Robotic Arm Dataset (RoAD): A Dataset to Support the Design and Test of Machine Learning-Driven Anomaly Detection in a Production Line.
IECON
Alessio Mascolini, Sebastiano Gaiardelli, Francesco Ponzio, Nicola Dall'Ora, Enrico Macii, Sara Vinco, Santa Di Cataldo, Franco Fummi
2023 J jnl
W2WNet: A two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality.
Expert Syst. Appl.
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2022 J jnl
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations.
BMC Bioinform.
Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra
2022 B conf
High Resolution Explanation Maps for CNNs using Segmentation Networks.
VL/HCC
Alessio Mascolini, Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2022 J jnl
In-Situ Defect Detection of Metal Additive Manufacturing: An Integrated Framework.
IEEE Trans. Emerg. Top. Comput.
Davide Cannizzaro, Antonio Giuseppe Varrella, Stefano Paradiso, Roberta Sampieri, Yukai Chen, Alberto Macii, Edoardo Patti, Santa Di Cataldo
2022 C conf
Quality inspection of critical aircraft engine components: towards full automation.
ETFA
Davide Cannizzaro, Filomena Simone, Klaus Illgner-Fehns, Sara Mata, Ivan Mondino, Alberto Ghiazza, Massimo Poncino, Santa Di Cataldo
2022 J jnl
e-Pupil: IoT-Based Augmentative and Alternative Communication Device Exploiting the Pupillary Near-Reflex.
IEEE Access
Giovanni Chiarion, Francesco Ponzio, Stefano Terna, Cristina Moglia, Edoardo Patti, Santa Di Cataldo, Silvestro Roatta
2021 B conf
A Bayesian approach to Expert Gate Incremental Learning.
IJCNN
Valerio Mieuli, Francesco Ponzio, Alessio Mascolini, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2021 J jnl
Exploiting generative self-supervised learning for the assessment of biological images with lack of annotations: a COVID-19 case-study.
CoRR
Alessio Mascolini, Dario Cardamone, Francesco Ponzio, Santa Di Cataldo, Elisa Ficarra
2021 J jnl
Flexible On-Line Reconfiguration of Multi-Core Neuromorphic Platforms.
IEEE Trans. Emerg. Top. Comput.
Francesco Barchi, Gianvito Urgese, Alessandro Siino, Santa Di Cataldo, Enrico Macii, Andrea Acquaviva
2021 A conf
Image analytics and machine learning for in-situ defects detection in Additive Manufacturing.
DATE
Davide Cannizzaro, Antonio Giuseppe Varrella, Stefano Paradiso, Roberta Sampieri, Enrico Macii, Edoardo Patti, Santa Di Cataldo
2021 J jnl
Leading Information and Communication Technologies for Smart Manufacturing: Facing the New Challenges and Opportunities of the 4th Industrial Revolution.
Proc. IEEE
Santa Di Cataldo, Sukhan Lee, Enrico Macii, Birgit Vogel-Heuser
2021 J jnl
Low-Overhead Adaptive Brightness Scaling for Energy Reduction in OLED Displays.
IEEE Trans. Emerg. Top. Comput.
Daniele Jahier Pagliari, Santa Di Cataldo, Edoardo Patti, Alberto Macii, Enrico Macii, Massimo Poncino
2021 J jnl
Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions.
Proc. IEEE
Santa Di Cataldo, Sara Vinco, Gianvito Urgese, Flaviana Calignano, Elisa Ficarra, Alberto Macii, Enrico Macii
2021 J jnl
W2WNet: a two-module probabilistic Convolutional Neural Network with embedded data cleansing functionality.
CoRR
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2020 J jnl
BioSeqZip: a collapser of NGS redundant reads for the optimization of sequence analysis.
Bioinform.
Gianvito Urgese, Emanuele Parisi, Orazio M. Scicolone, Santa Di Cataldo, Elisa Ficarra
2020 J jnl
DEEPrior: a deep learning tool for the prioritization of gene fusions.
Bioinform.
Marta Lovino, Maria Serena Ciaburri, Gianvito Urgese, Santa Di Cataldo, Elisa Ficarra
2020 — conf
Exploiting "Uncertain" Deep Networks for Data Cleaning in Digital Pathology.
ISBI
Francesco Ponzio, Giacomo Deodato, Enrico Macii, Santa Di Cataldo, Elisa Ficarra
2019 J jnl
A Multi-Patient Data-Driven Approach to Blood Glucose Prediction.
IEEE Access
Alessandro Aliberti, Irene Pupillo, Stefano Terna, Enrico Macii, Santa Di Cataldo, Edoardo Patti, Andrea Acquaviva
2019 J jnl
A SystemC-AMS Framework for the Design and Simulation of Energy Management in Electric Vehicles.
IEEE Access
Yukai Chen, Donkyu Baek, Jaemin Kim, Santa Di Cataldo, Naehyuck Chang, Enrico Macii, Sara Vinco, Massimo Poncino
2019 J jnl
Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles.
IEEE Trans. Veh. Technol.
Donkyu Baek, Yukai Chen, Alberto Bocca, Lorenzo Bottaccioli, Santa Di Cataldo, Valentina Gatteschi, Daniele Jahier Pagliari, Edoardo Patti, Gianvito Urgese, Naehyuck Chang, Alberto Macii, Enrico Macii, Paolo Montuschi, Massimo Poncino
2019 J jnl
Realistic Multi-Scale Modeling of Household Electricity Behaviors.
IEEE Access
Lorenzo Bottaccioli, Santa Di Cataldo, Andrea Acquaviva, Edoardo Patti
2018 — conf
Colorectal Cancer Classification using Deep Convolutional Networks - An Experimental Study.
BIOIMAGING
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2018 — conf
Going Deeper into Colorectal Cancer Histopathology.
BIOSTEC (Selected Papers)
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2018 — conf
Predicting the Oncogenic Potential of Gene Fusions Using Convolutional Neural Networks.
CIBB
Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra
2017 — conf
A Multi-modal Brain Image Registration Framework for US-guided Neuronavigation Systems - Integrating MR and US for Minimally Invasive Neuroimaging.
BIOIMAGING
Francesco Ponzio, Enrico Macii, Elisa Ficarra, Santa Di Cataldo
2017 — conf
A Novel Proof-of-concept Framework for the Exploitation of ConvNets on Whole Slide Images.
IIH-MSP (1)
Alessio Mascolini, S. Puzzo, G. Incatasciato, Francesco Ponzio, Elisa Ficarra, Santa Di Cataldo
2016 J jnl
ANAlyte: A modular image analysis tool for ANA testing with indirect immunofluorescence.
Comput. Methods Programs Biomed.
Santa Di Cataldo, Simone Tonti, Andrea Bottino, Elisa Ficarra
2016 — conf
Automated 3D immunofluorescence analysis of Dorsal Root Ganglia for the investigation of neural circuit alterations: a preliminary study.
FedCSIS (Position Papers)
Santa Di Cataldo, Simone Tonti, Elisa Ciglieri, Francesco Ferrini, Enrico Macii, Elisa Ficarra, Chiara Salio
2015 J jnl
An automated approach to the segmentation of HEp-2 cells for the indirect immunofluorescence ANA test.
Comput. Medical Imaging Graph.
Simone Tonti, Santa Di Cataldo, Andrea Bottino, Elisa Ficarra
2015 — —
Image Processing Techniques for Histopathology.
Santa Di Cataldo
2015 — conf
Unsupervised HEp-2 mitosis recognition in indirect immunofluorescence imaging.
EMBC
Simone Tonti, Santa Di Cataldo, Enrico Macii, Elisa Ficarra
2014 J jnl
Subclass Discriminant Analysis of morphological and textural features for HEp-2 staining pattern classification.
Pattern Recognit.
Santa Di Cataldo, Andrea Bottino, Ihtesham Ul Islam, Tiago Figueiredo Vieira, Elisa Ficarra
2013 — conf
A Preliminary Analysis on HEp-2 Pattern Classification: Evaluating Strategies Based on Support Vector Machines and Subclass Discriminant Analysis.
BIOSTEC (Selected Papers)
Ihtesham Ul Islam, Santa Di Cataldo, Andrea Bottino, Enrico Macii, Elisa Ficarra
2013 — conf
Classification of HEp-2 Staining Patterns in ImmunoFluorescence Images - Comparison of Support Vector Machines and Subclass Discriminant Analysis Strategies.
BIOINFORMATICS
Ihtesham Ul Islam, Santa Di Cataldo, Andrea Bottino, Elisa Ficarra, Enrico Macii
2012 B conf
Applying textural features to the classification of HEp-2 cell patterns in IIF images.
ICPR
Santa Di Cataldo, Andrea Bottino, Elisa Ficarra, Enrico Macii
2012 J jnl
Computer-aided techniques for chromogenic immunohistochemistry: Status and directions.
Comput. Biol. Medicine
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
2011 J jnl
Automated Segmentation of Cells With IHC Membrane Staining.
IEEE Trans. Biomed. Eng.
Elisa Ficarra, Santa Di Cataldo, Andrea Acquaviva, Enrico Macii
2011 — conf
Motion Artifact Correction in ASL images: An Improved Automated Procedure.
BIBM
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
2010 J jnl
Achieving the way for automated segmentation of nuclei in cancer tissue images through morphology-based approach: A quantitative evaluation.
Comput. Medical Imaging Graph.
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
2010 J jnl
Automated segmentation of tissue images for computerized IHC analysis.
Comput. Methods Programs Biomed.
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
2008 — conf
Automated Discrimination of Pathological Regions in Tissue Images: Unsupervised Clustering vs. Supervised SVM Classification.
BIOSTEC (Selected Papers)
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
2008 — conf
Fully-Automated Segmentation of Tumor Areas in Tissue Confocal Images - Comparison between a Custom Unsupervised and a Supervised SVM Approach.
BIOSIGNALS (1)
Santa Di Cataldo, Elisa Ficarra, Enrico Macii
2008 C conf
Segmentation of nuclei in cancer tissue images: Contrasting active contours with morphology-based approach.
BIBE
Santa Di Cataldo, Elisa Ficarra, Andrea Acquaviva, Enrico Macii
2007 — conf
Selection of Tumor Areas and Segmentation of Nuclear Membranes in Tissue Confocal Images: A Fully Automated Approach.
BIBM
Santa Di Cataldo, Elisa Ficarra, Enrico Macii