Pierangela Bruno

Researcher, Mathematics and Computer Science, University of Calabria

Joined

March 2024

Names

Pierangela Bruno (Preferred)

Emails

****@unical.it (Confirmed)

****@mat.unical.it (Confirmed)

Personal Links

Career & Education History

Researcher

Mathematics and Computer Science, University of Calabria (unical.it)

Present

Advisors, Relations & Conflicts

Coauthor

Francesco Calimeri

Present

Coauthor

Edoardo de Rose

Present

Coauthor

Marco Maratea

Present

Coauthor

Carmine Dodaro

Present

Expertise

Deep Learning

medical imaging

classification

segmentation

Present

Publications

Beyond rankings: Learning (more) from algorithm validation
Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Tim J. Adler, Thuy Nuong Tran, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
- Published: 01 Jan 2023, Last Modified: 06 Nov 2023
- Medical Image Anal. 2023
- Readers: Everyone
Artificial Intelligence in Medicine: From Imaging to Omics
Carlo Adornetto, Pierangela Bruno, Francesco Calimeri, Edoardo De Rose, Gianluigi Greco
- Published: 01 Jan 2023, Last Modified: 21 Feb 2024
- Ital-IA 2023
- Readers: Everyone
Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming
Pierangela Bruno, Francesco Calimeri, Cinzia Marte, Simona Perri
- Published: 01 Jan 2023, Last Modified: 26 Mar 2024
- CoRR 2023
- Readers: Everyone
A Parallelization Approach for Hybrid-AI-based Models: an Application Study for Semantic Segmentation of Medical Images
Marco Scarfone, Pierangela Bruno, Francesco Calimeri
- Published: 01 Jan 2022, Last Modified: 26 Mar 2024
- HYDRA/RCRA@LPNMR 2022
- Readers: Everyone
Continual Learning for medical image classification
Alessandro Quarta, Pierangela Bruno, Francesco Calimeri
- Published: 01 Jan 2022, Last Modified: 26 Mar 2024
- HC@AIxIA 2022
- Readers: Everyone
Assessing vascular complexity of PAOD patients by deep learning-based segmentation and fractal dimension
Pierangela Bruno, Maria Francesca Spadea, Salvatore Scaramuzzino, Salvatore De Rosa, Ciro Indolfi, Giuseppe Gargiulo, Giuseppe Giugliano, Giovanni Esposito, Francesco Calimeri, Paolo Zaffino
- Published: 01 Jan 2022, Last Modified: 26 Mar 2024
- Neural Comput. Appl. 2022
- Readers: Everyone
DeduDeep: An Extensible Framework for Combining Deep Learning and ASP-Based Models
Pierangela Bruno, Francesco Calimeri, Cinzia Marte
- Published: 01 Jan 2022, Last Modified: 26 Mar 2024
- LPNMR 2022
- Readers: Everyone
Comparative validation of multi-instance instrument segmentation in endoscopy: Results of the ROBUST-MIS 2019 challenge
Tobias Roß, Annika Reinke, Peter M. Full, Martin Wagner, Hannes Kenngott, Martin Apitz, Hellena Hempe, Diana Mindroc Filimon, Patrick Scholz, Thuy Nuong Tran, Pierangela Bruno, Pablo Arbeláez, Gui-Bin Bian, Sebastian Bodenstedt, Jon Lindström Bolmgren, Laura Bravo Sánchez, Hua-Bin Chen, Cristina González, Dong Guo, Pål Halvorsen et al. (30 additional authors not shown)
- 2021 (modified: 22 Nov 2022)
- Medical Image Anal. 2021
- Readers: Everyone
How can we learn (more) from challenges? A statistical approach to driving future algorithm development
Tobias Roß, Pierangela Bruno, Annika Reinke, Manuel Wiesenfarth, Lisa Koeppel, Peter M. Full, Bünyamin Pekdemir, Patrick Godau, Darya Trofimova, Fabian Isensee, Sara Moccia, Francesco Calimeri, Beat P. Müller-Stich, Annette Kopp-Schneider, Lena Maier-Hein
- Published: 01 Jan 2021, Last Modified: 06 Nov 2023
- CoRR 2021
- Readers: Everyone
Combining Deep Learning and ASP-Based Models for the Semantic Segmentation of Medical Images
Pierangela Bruno, Francesco Calimeri, Cinzia Marte, Marco Manna
- Published: 01 Jan 2021, Last Modified: 26 Mar 2024
- RuleML+RR 2021
- Readers: Everyone

View all 21 publications

Co-Authors

View all 92 co-authors