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Carlo Alberto Barbano
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2020 – today
- 2024
- [c11]Carlo Alberto Barbano, Riccardo Renzulli, Marco Grosso, Domenico Basile, Marco Busso, Marco Grangetto:
AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation. ISBI 2024: 1-4 - [c10]Desislav Nikolaev Ivanov, Carlo Alberto Barbano
, Marco Grangetto
Multi-target Stain Normalization for Histology Slides. MOVI@MICCAI 2024: 36-44 - [i15]Guglielmo Gallone, Francesco Iodice, Alberto Presta, Davide Tore, Ovidio De Filippo, Michele Visciano, Carlo Alberto Barbano, Alessandro Serafini, Paola Gorrini, Alessandro Bruno, Walter Grosso Marra, James Hughes, Mario Iannaccone, Paolo Fonio, Attilio Fiandrotti, Alessandro Depaoli, Marco Grangetto, Gaetano Maria de Ferrari, Fabrizio D'Ascenzo:
Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray. CoRR abs/2403.18756 (2024) - [i14]Carlo Alberto Barbano, Riccardo Renzulli, Marco Grosso, Domenico Basile, Marco Busso, Marco Grangetto:
AI-Assisted Diagnosis for Covid-19 CXR Screening: From Data Collection to Clinical Validation. CoRR abs/2405.11598 (2024) - [i13]Cristiano Patrício, Carlo Alberto Barbano, Attilio Fiandrotti, Riccardo Renzulli, Marco Grangetto, Luís F. Teixeira, João C. Neves:
Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models. CoRR abs/2406.00772 (2024) - [i12]Desislav Nikolaev Ivanov, Carlo Alberto Barbano, Marco Grangetto:
Multi-target stain normalization for histology slides. CoRR abs/2406.02077 (2024) - [i11]Carlo Alberto Barbano, Matteo Brunello, Benoit Dufumier, Marco Grangetto:
Anatomical Foundation Models for Brain MRIs. CoRR abs/2408.07079 (2024) - [i10]Massimiliano Ciranni, Luca Molinaro, Carlo Alberto Barbano, Attilio Fiandrotti, Vittorio Murino, Vito Paolo Pastore, Enzo Tartaglione:
Say My Name: a Model's Bias Discovery Framework. CoRR abs/2408.09570 (2024) - [i9]Carlo Alberto Barbano, Luca Molinaro, Emanuele Aiello, Marco Grangetto:
Knowledge Transfer Across Modalities with Natural Language Supervision. CoRR abs/2411.15611 (2024) - 2023
- [b1]Carlo Alberto Barbano:
Collateral-Free Learning of Deep Representations : From Natural Images to Biomedical Applications. (Apprentissage sans collatéral des représentations profondes : Des images naturelles aux applications biomédicales). Polytechnic Institute of Paris, Palaiseau, France, 2023 - [c9]Carlo Alberto Barbano
Unbiased Supervised Contrastive Learning. ICLR 2023 - [c8]Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori:
Integrating Prior Knowledge in Contrastive Learning with Kernel. ICML 2023: 8851-8878 - [c7]Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori:
Contrastive Learning for Regression in Multi-Site Brain Age Prediction. ISBI 2023: 1-4 - [c6]Carlo Alberto Barbano, Marco Beccuti, Francesca Cordero, Desislav Nikolaev Ivanov, Nicola Licheri, Simone Pernice, Alberto Presta, Riccardo Renzulli, Marco Grangetto:
Artificial intelligence methods for biomedical imaging and omics data. Ital-IA 2023: 154-159 - [c5]Carlo Alberto Barbano, Edouard Duchesnay, Benoit Dufumier, Pietro Gori, Marco Grangetto:
Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging. Ital-IA 2023: 318-323 - 2022
- [j1]Andrea Bragagnolo
Simplify: A Python library for optimizing pruned neural networks. SoftwareX 17: 100907 (2022) - [c4]Carlo Alberto Barbano
A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images. ICIAP (1) 2022: 173-184 - [i8]Carlo Alberto Barbano
Unsupervised Learning of Unbiased Visual Representations. CoRR abs/2204.12941 (2022) - [i7]Benoit Dufumier, Carlo Alberto Barbano
Rethinking Positive Sampling for Contrastive Learning with Kernel. CoRR abs/2206.01646 (2022) - [i6]Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori:
Unbiased Supervised Contrastive Learning. CoRR abs/2211.05568 (2022) - [i5]Carlo Alberto Barbano, Benoit Dufumier, Edouard Duchesnay, Marco Grangetto, Pietro Gori:
Contrastive learning for regression in multi-site brain age prediction. CoRR abs/2211.08326 (2022) - 2021
- [c3]Enzo Tartaglione, Carlo Alberto Barbano
EnD: Entangling and Disentangling Deep Representations for Bias Correction. CVPR 2021: 13508-13517 - [c2]Carlo Alberto Barbano
Bridging the gap between debiasing and privacy for deep learning. ICCVW 2021: 3799-3808 - [c1]Carlo Alberto Barbano
Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading. ICIP 2021: 76-80 - [d1]Luca Bertero
UNITOPATHO. IEEE DataPort, 2021 - [i4]Carlo Alberto Barbano
UniToPatho, a labeled histopathological dataset for colorectal polyps classification and adenoma dysplasia grading. CoRR abs/2101.09991 (2021) - [i3]Carlo Alberto Barbano
A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images. CoRR abs/2101.10223 (2021) - [i2]Enzo Tartaglione, Carlo Alberto Barbano
EnD: Entangling and Disentangling deep representations for bias correction. CoRR abs/2103.02023 (2021) - 2020
- [i1]Enzo Tartaglione, Carlo Alberto Barbano, Claudio Berzovini, Marco Calandri, Marco Grangetto:
Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data. CoRR abs/2004.05405 (2020)
Coauthor Index
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