Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data. - Enzo Tartaglione; Carlo Alberto Barbano; Claudio Berzovini; Marco Calandri; Marco Grangetto (CoRR, 2020)

EnD: Entangling and Disentangling Deep Representations for Bias Correction. - Enzo Tartaglione; Carlo Alberto Barbano; Marco Grangetto (CVPR, 2021)

Bridging the gap between debiasing and privacy for deep learning. - Carlo Alberto Barbano; Enzo Tartaglione; Marco Grangetto (ICCVW, 2021)

Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading. - Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Attilio Fiandrotti; Luca Bertero; Paola Cassoni; Marco Grangetto (ICIP, 2021)

A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images. - Carlo Alberto Barbano; Enzo Tartaglione; Claudio Berzovini; Marco Calandri; Marco Grangetto (CoRR, 2021)

UNITOPATHO. - Luca Bertero; Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Paola Cassoni; Marco Grangetto; Attilio Fiandrotti; Alessandro Gambella; Luca Cavallo (IEEE DataPort, 2021)

A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images. - Carlo Alberto Barbano; Enzo Tartaglione; Claudio Berzovini; Marco Calandri; Marco Grangetto (ICIAP (1), 2022)

Rethinking Positive Sampling for Contrastive Learning with Kernel. - Benoit Dufumier; Carlo Alberto Barbano; Robin Louiset; Edouard Duchesnay; Pietro Gori (CoRR, 2022)

Simplify: A Python library for optimizing pruned neural networks. - Andrea Bragagnolo; Carlo Alberto Barbano (SoftwareX, 2022)

Unbiased Supervised Contrastive Learning. - Carlo Alberto Barbano; Benoit Dufumier; Enzo Tartaglione; Marco Grangetto; Pietro Gori (ICLR, 2023)

Integrating Prior Knowledge in Contrastive Learning with Kernel. - Benoit Dufumier; Carlo Alberto Barbano; Robin Louiset; Edouard Duchesnay; Pietro Gori (ICML, 2023)

Contrastive Learning for Regression in Multi-Site Brain Age Prediction. - Carlo Alberto Barbano; Benoit Dufumier; Edouard Duchesnay; Marco Grangetto; Pietro Gori (ISBI, 2023)

Artificial intelligence methods for biomedical imaging and omics data. - Carlo Alberto Barbano; Marco Beccuti; Francesca Cordero; Desislav Nikolaev Ivanov; Nicola Licheri; Simone Pernice; Alberto Presta; Riccardo Renzulli; Marco Grangetto (Ital-IA, 2023)

Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging. - Carlo Alberto Barbano; Edouard Duchesnay; Benoit Dufumier; Pietro Gori; Marco Grangetto (Ital-IA, 2023)

Collateral-Free Learning of Deep Representations : From Natural Images to Biomedical Applications. (Apprentissage sans collatéral des représentations profondes : Des images naturelles aux applications biomédicales). - Carlo Alberto Barbano (2023)

AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation. - Carlo Alberto Barbano; Riccardo Renzulli; Marco Grosso; Domenico Basile; Marco Busso; Marco Grangetto (ISBI, 2024)

Multi-target Stain Normalization for Histology Slides. - Desislav Nikolaev Ivanov; Carlo Alberto Barbano; Marco Grangetto (MOVI@MICCAI, 2024)

Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray. - 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; et al. (CoRR, 2024)

Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models. - Cristiano Patrício; Carlo Alberto Barbano; Attilio Fiandrotti; Riccardo Renzulli; Marco Grangetto; Luís F. Teixeira 001; João C. Neves 001 (CoRR, 2024)

Anatomical Foundation Models for Brain MRIs. - Carlo Alberto Barbano; Matteo Brunello; Benoit Dufumier; Marco Grangetto (CoRR, 2024)

Say My Name: a Model's Bias Discovery Framework. - Massimiliano Ciranni; Luca Molinaro; Carlo Alberto Barbano; Attilio Fiandrotti; Vittorio Murino; Vito Paolo Pastore; Enzo Tartaglione (CoRR, 2024)

Knowledge Transfer Across Modalities with Natural Language Supervision. - Carlo Alberto Barbano; Luca Molinaro; Emanuele Aiello; Marco Grangetto (CoRR, 2024)

Unsupervised Learning of Unbiased Visual Representations. - Carlo Alberto Barbano; Enzo Tartaglione; Marco Grangetto (IEEE Trans. Artif. Intell., 2025)

Robust brain age estimation from structural MRI with contrastive learning. - Carlo Alberto Barbano; Benoit Dufumier; Edouard Duchesnay; Marco Grangetto; Pietro Gori (CoRR, 2025)