Carlo Alberto Barbano
Orcid: 0000-0001-9512-0440
According to our database1,
Carlo Alberto Barbano
authored at least 23 papers
between 2020 and 2024.
Collaborative distances:
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Bibliography
2024
Unsupervised Contrastive Analysis for Salient Pattern Detection using Conditional Diffusion Models.
CoRR, 2024
Detection of subclinical atherosclerosis by image-based deep learning on chest x-ray.
CoRR, 2024
Proceedings of the Medical Optical Imaging and Virtual Microscopy Image Analysis, 2024
AI-Assisted Diagnosis for Covid-19 CXR Screening: from Data Collection to Clinical Validation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
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).
PhD thesis, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the 20th IEEE International Symposium on Biomedical Imaging, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
2022
A Two-Step Radiologist-Like Approach for Covid-19 Computer-Aided Diagnosis from Chest X-Ray Images.
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
2021
A two-step explainable approach for COVID-19 computer-aided diagnosis from chest x-ray images.
CoRR, 2021
Unitopatho, A Labeled Histopathological Dataset for Colorectal Polyps Classification and Adenoma Dysplasia Grading.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
Unveiling COVID-19 from Chest X-ray with deep learning: a hurdles race with small data.
CoRR, 2020