Publications

ICDAR 2025 Competition on FEw-Shot Text line segmentation of ancient handwritten documents (FEST)

Silvia Zottin, Axel De Nardin, Giuseppe Branca, Claudio Piciarelli, Gian Luca Foresti

ICDAR 2025 - International Conference on Document Analysis and Recognition, Wuhan, China, 2025

A multi-branch and multi-attention framework for floor plan segmentation

Axel De Nardin, Silvia Zottin, Andrea Toma, Claudio Piciarelli, Gian Luca Foresti

Computer-Aided Civil and Infrastructure Engineering, 2025

Multi-modal Analysis of Bi-Parametric MRI Slices for Lesion Detection in Prostate Cancer Screening

Davide Antonutti, Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Gian Luca Foresti

IEEE Access, 2025

Unsupervised Brain MRI Anomaly Detection via Inter-Realization Channels

Hussain Ahmad Madni, Hafsa Shujat, Axel De Nardin, Silvia Zottin, Gian Luca Foresti

International Journal of Neural Systems, 2025

Exploring few-shot text line segmentation approaches in challenging ancient manuscripts

Silvia Zottin, Axel De Nardin, Giuseppe Branca, Emanuela Colombi, Claudio Piciarelli, Hafsa Shujat, Gian Luca Foresti

IRCDL 2025 - 21st Conference on Information and Research Science Connecting to Digital and Library Science, February 20-21 2025, Udine, Italy

FL-W3S: Cross-domain federated learning for weakly supervised semantic segmentation of white blood cells

Hussain Ahmad Madni, Rao Muhammad Umer, Silvia Zottin, Carsten Marr, Gian Luca Foresti

International Journal of Medical Informatics, 2025

ICDAR 2024 Competition on Few-Shot and Many-Shot Layout Segmentation of Ancient Manuscripts (SAM)

Silvia Zottin, Axel De Nardin, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli

ICDAR 2024 - International Conference on Document Analysis and Recognition, August 2024, Athens, Greece

In-domain versus out-of-domain transfer learning for document layout analysis

Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli

IJDAR - International Journal on Document Analysis and Recognition, 2024

U-DIADS-Bib: a full and few-shot pixel-precise dataset for document layout analysis of ancient manuscripts

Silvia Zottin, Axel De Nardin, Emanuela Colombi, Claudio Piciarelli, Filippo Pavan, Gian Luca Foresti

Neural Computing and Applications, July 2024

The effect of serum vitamin B12 and folic acid levels on retinal layer thickness

Carola Rutigliani, Franziska G Rauscher, Axel De Nardin, Markus Loeffler, Christoph Engel, Thomas Peschel, Ronny Baber, Toralf Kirsten, Kerstin Wirkner, Tobias Elze, Mike Francke, Mengyu Wang

Investigative Ophthalmology & Visual Science, June 2024

Behind the mask: a critical perspective on the ethical, moral, and legal implications of AI in ophthalmology

Daniele Veritti, Leopoldo Rubinato, Valentina Sarao, Axel De Nardin, Gian Luca Foresti, Paolo Lanzetta

Graefe's Archive for Clinical and Experimental Ophthalmology, March 2024

A one-shot learning approach to document layout segmentation of ancient Arabic manuscripts

Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti

WACV 2024 - IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Explainable artificial intelligence model for the detection of geographic atrophy using colour retinal photographs

Valentina Sarao, Daniele Veritti, Axel De Nardin, Micaela Misciagna, Gian Luca Foresti, Paolo Lanzetta

BMJ Open Ophthalmology, December 2023

Few-shot pixel-precise document layout segmentation via dynamic instance generation and local thresholding

Axel De Nardin, Silvia Zottin, Claudio Piciarelli, Emanuela Colombi, Gian Luca Foresti

International Journal of Neural Systems, October 2023

Is imagenet always the best option? An overview on transfer learning strategies for document layout analysis

Axel De Nardin, Silvia Zottin, Emanuela Colombi, Claudio Piciarelli, Gian Luca Foresti

ICIAP 2023 workshop - International Conference on Image Analysis and Processing, September 2023

Efficient few-shot learning for pixel-precise handwritten document layout analysis

Axel De Nardin, Silvia Zottin, Matteo Paier, Gian Luca Foresti, Emanuela Colombi, Claudio Piciarelli

WACV 2023 - IEEE/CVF winter conference on applications of computer vision, January 2023

Combining deep phenotyping of serum proteomics and clinical data via machine learning for COVID-19 biomarker discovery

Antonio Paolo Beltrami, Maria De Martino, Emiliano Dalla, Matilde Clarissa Malfatti, Federica Caponnetto, Marta Codrich, Daniele Stefanizzi, Martina Fabris, Emanuela Sozio, Federica D’Aurizio, Carlo EM Pucillo, Leonardo A Sechi, Carlo Tascini, Francesco Curcio, Gian Luca Foresti, Claudio Piciarelli, Axel De Nardin, Gianluca Tell, Miriam Isola

International Journal of Molecular Sciences, August 2022

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