BARBANO, CARLO ALBERTO MARIA
BARBANO, CARLO ALBERTO MARIA
INFORMATICA
A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images
2022-01-01 Barbano Carlo Alberto Maria; Tartaglione E.; Berzovini C.; Calandri M.; Grangetto M.
AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation
2024-01-01 Barbano, Carlo Alberto; Renzulli, Riccardo; Grosso, Marco; Basile, Domenico; Busso, Marco; Grangetto, Marco
Artificial intelligence methods for biomedical imaging and omics data
2023-01-01 Barbano C.A.; Beccuti M.; Cordero F.; Ivanov D.N.; Licheri N.; Pernice S.; Presta A.; Renzulli R.; Grangetto M.
Bridging the gap between debiasing and privacy for deep learning
2021-01-01 Barbano, Carlo Alberto; Tartaglione, Enzo; Grangetto, Marco
Collateral-Free Learning of Deep Representations: From Natural Images to Biomedical Applications
2023-12-20
Contrastive Learning for Regression in Multi-Site Brain Age Prediction
2023-01-01 Barbano, Carlo Alberto; Dufumier, Benoit; Duchesnay, Edouard; Grangetto, Marco; Gori, Pietro
Detection and prioritization of COVID-19 infected patients from CXR images: Analysis of AI-assisted diagnosis in clinical settings
2024-01-01 Barbano C.A.; Berton L.; Renzulli R.; Tricarico D.; Rampado O.; Basile D.; Busso M.; Grosso M.; Grangetto M.
Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray
2024-01-01 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
EnD: Entangling and Disentangling Deep Representations for Bias Correction
2021-01-01 Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto
Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging
2023-01-01 Barbano C.A.; Duchesnay E.; Dufumier B.; Gori P.; Grangetto M.
Integrating Prior Knowledge in Contrastive Learning with Kernel
2023-01-01 Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori
Multi‑target stain normalization for histology slides
In corso di stampa Desislav Ivanov, Carlo Alberto Barbano, Marco Grangetto
Simplify: A Python library for optimizing pruned neural networks
2022-01-01 Bragagnolo, Andrea; Barbano, Carlo Alberto
Unbiased Supervised Contrastive Learning
2023-01-01 Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori
UNITOPATHO
2021-01-01 Luca Bertero; Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Paola Cassoni; Marco Grangetto; Attilio Fiandrotti; Alessandro Gambella; Luca Cavallo
Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading
2021-01-01 Barbano, Carlo Alberto; Perlo, Daniele; Tartaglione, Enzo; Fiandrotti, Attilio; Bertero, Luca; Cassoni, Paola; Grangetto, Marco
Unsupervised Learning of Unbiased Visual Representations
2024-01-01 Barbano C.A.; Tartaglione E.; Grangetto M.
Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data
2020-01-01 Tartaglione, Enzo; Barbano, Carlo Alberto; Berzovini, Claudio; Calandri, Marco; Grangetto, Marco
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images | 2022 | Barbano Carlo Alberto Maria; Tartaglione E.; Berzovini C.; Calandri M.; Grangetto M. | |
| AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation | 2024 | Barbano, Carlo Alberto; Renzulli, Riccardo; Grosso, Marco; Basile, Domenico; Busso, Marco; Grangetto, Marco | |
| Artificial intelligence methods for biomedical imaging and omics data | 2023 | Barbano C.A.; Beccuti M.; Cordero F.; Ivanov D.N.; Licheri N.; Pernice S.; Presta A.; Renzulli R.; Grangetto M. | |
| Bridging the gap between debiasing and privacy for deep learning | 2021 | Barbano, Carlo Alberto; Tartaglione, Enzo; Grangetto, Marco | |
| Collateral-Free Learning of Deep Representations: From Natural Images to Biomedical Applications | 2023 | - | |
| Contrastive Learning for Regression in Multi-Site Brain Age Prediction | 2023 | Barbano, Carlo Alberto; Dufumier, Benoit; Duchesnay, Edouard; Grangetto, Marco; Gori, Pietro | |
| Detection and prioritization of COVID-19 infected patients from CXR images: Analysis of AI-assisted diagnosis in clinical settings | 2024 | Barbano C.A.; Berton L.; Renzulli R.; Tricarico D.; Rampado O.; Basile D.; Busso M.; Grosso M.; Grangetto M. | |
| Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray | 2024 | 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 | |
| EnD: Entangling and Disentangling Deep Representations for Bias Correction | 2021 | Enzo Tartaglione, Carlo Alberto Barbano, Marco Grangetto | |
| Fairness, Debiasing and Privacy in Computer Vision and Medical Imaging | 2023 | Barbano C.A.; Duchesnay E.; Dufumier B.; Gori P.; Grangetto M. | |
| Integrating Prior Knowledge in Contrastive Learning with Kernel | 2023 | Benoit Dufumier, Carlo Alberto Barbano, Robin Louiset, Edouard Duchesnay, Pietro Gori | |
| Multi‑target stain normalization for histology slides | In corso di stampa | Desislav Ivanov, Carlo Alberto Barbano, Marco Grangetto | |
| Simplify: A Python library for optimizing pruned neural networks | 2022 | Bragagnolo, Andrea; Barbano, Carlo Alberto | |
| Unbiased Supervised Contrastive Learning | 2023 | Carlo Alberto Barbano, Benoit Dufumier, Enzo Tartaglione, Marco Grangetto, Pietro Gori | |
| UNITOPATHO | 2021 | Luca Bertero; Carlo Alberto Barbano; Daniele Perlo; Enzo Tartaglione; Paola Cassoni; Marco Grangetto; Attilio Fiandrotti; Alessandro Gambella; Luca Cavallo | |
| Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading | 2021 | Barbano, Carlo Alberto; Perlo, Daniele; Tartaglione, Enzo; Fiandrotti, Attilio; Bertero, Luca; Cassoni, Paola; Grangetto, Marco | |
| Unsupervised Learning of Unbiased Visual Representations | 2024 | Barbano C.A.; Tartaglione E.; Grangetto M. | |
| Unveiling COVID-19 from CHEST X-Ray with Deep Learning: A Hurdles Race with Small Data | 2020 | Tartaglione, Enzo; Barbano, Carlo Alberto; Berzovini, Claudio; Calandri, Marco; Grangetto, Marco |