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Alex Gaudio
Alex Gaudio
Johns Hopkins University
Verified email at jh.edu - Homepage
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Cited by
Year
O‐MedAL: Online active deep learning for medical image analysis
A Smailagic, P Costa, A Gaudio, K Khandelwal, M Mirshekari, J Fagert, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (4 …, 2020
432020
Improving lesion segmentation for diabetic retinopathy using adversarial learning
Q Xiao, J Zou, M Yang, A Gaudio, K Kitani, A Smailagic, P Costa, M Xu
International Conference on Image Analysis and Recognition, 333-344, 2019
352019
Enhancement of retinal fundus images via pixel color amplification
A Gaudio, A Smailagic, A Campilho
International conference on image analysis and recognition, 299-312, 2020
162020
Privacy-preserving case-based explanations: Enabling visual interpretability by protecting privacy
H Montenegro, W Silva, A Gaudio, M Fredrikson, A Smailagic, JS Cardoso
IEEE Access 10, 28333-28347, 2022
142022
DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis
A Gaudio, A Smailagic, C Faloutsos, S Mohan, E Johnson, Y Liu, P Costa, ...
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (4 …, 2023
82023
Learned pre-processing for automatic diabetic retinopathy detection on eye fundus images
A Smailagic, A Sharan, P Costa, A Galdran, A Gaudio, A Campilho
Image Analysis and Recognition: 16th International Conference, ICIAR 2019 …, 2019
72019
Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds
A Gaudio, M Coimbra, A Campilho, A Smailagic, SE Schmidt, F Renna
Computing in Cardiology, 2022
22022
ExplainFix: Explainable spatially fixed deep networks
A Gaudio, C Faloutsos, A Smailagic, P Costa, A Campilho
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (2 …, 2023
12023
ZEBRA: Explaining rare cases through outlying interpretable concepts
P Madeira, A Carreiro, A Gaudio, L Rosado, F Soares, A Smailagic
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
12023
Separation of the aortic and pulmonary components of the second heart sound via alternating optimization
F Renna, A Gaudio, S Mattos, MD Plumbley, MT Coimbra
IEEE Access, 2024
2024
Addressing Chest Radiograph Projection Bias in Deep Classification Models
SC Pereira, J Rocha, A Gaudio, A Smailagic, AM Mendonça
Medical Imaging with Deep Learning, 1199-1210, 2024
2024
Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds
A Gaudio, N Giordano, M Coimbra, B Kjaergaard, S Schmidt, F Renna
2023 Computing in Cardiology (CinC) 50, 1-4, 2023
2023
Explainable Deep Machine Learning for Medical Image Analysis
A Gaudio
Carnegie Mellon University, 2023
2023
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation
P Costa, A Gaudio, A Campilho, JS Cardoso
International Conference on Medical Imaging with Deep Learning, 250-260, 2022
2022
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection
E Johnson, S Mohan, A Gaudio, A Smailagic, C Faloutsos, A Campilho
2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022
2022
Semi-supervised learning for Diabetic Retinopathy
H Arora, A Gaudio, S Satpathy
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