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ORCIDAlex Gaudio
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2020 – today
- 2024
[j5]Francesco Renna
, Alex Gaudio, Sandra da Silva Mattos, Mark D. Plumbley, Miguel Tavares Coimbra:
Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization. IEEE Access 12: 34632-34643 (2024)- 2023
- [j4]Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho:
ExplainFix: Explainable spatially fixed deep networks. WIREs Data. Mining. Knowl. Discov. 13(2) (2023) - [j3]Alex Gaudio, Asim Smailagic, Christos Faloutsos, Shreshta Mohan, Elvin Johnson, Yuhao Liu, Pedro Costa, Aurélio Campilho:
DeepFixCX: Explainable privacy-preserving image compression for medical image analysis. WIREs Data. Mining. Knowl. Discov. 13(4) (2023) - [c9]Alex Gaudio, Noemi Giordano, Miguel Tavares Coimbra, Benedict Kjaergaard, Samuel E. Schmidt, Francesco Renna:
Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds. CinC 2023: 1-4 - [c8]Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic:
ZEBRA: Explaining rare cases through outlying interpretable concepts. CVPR Workshops 2023: 3782-3788 - [c7]Sofia Cardoso Pereira, Joana Rocha, Alex Gaudio, Asim Smailagic, Aurélio Campilho, Ana Maria Mendonça:
Addressing Chest Radiograph Projection Bias in Deep Classification Models. MIDL 2023: 1199-1210 - [i7]Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio J. C. Campilho:
ExplainFix: Explainable Spatially Fixed Deep Networks. CoRR abs/2303.10408 (2023) - 2022
- [j2]Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso:
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy. IEEE Access 10: 28333-28347 (2022) - [c6]Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho:
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. BHI 2022: 1-4 - [c5]Alex Gaudio, Miguel T. Coimbra, Aurélio Campilho, Asim Smailagic, Samuel E. Schmidt, Francesco Renna:
Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds. CinC 2022: 1-4 - [c4]Pedro Costa, Alex Gaudio, Aurélio Campilho, Jaime S. Cardoso:
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation. MIDL 2022: 250-260 - [i6]Joel Clay, Sofia Wyetzner, Alex Gaudio, Boxi Xia, Andrew Moshova, Jacob Austin, Max Segan, Hod Lipson:
A Massively-Parallel 3D Simulator for Soft and Hybrid Robots. CoRR abs/2207.09334 (2022) - [i5]Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho:
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. CoRR abs/2210.02241 (2022) - 2020
- [j1]Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh:
O-MedAL: Online active deep learning for medical image analysis. WIREs Data Mining Knowl. Discov. 10(4) (2020) - [c3]Alex Gaudio, Asim Smailagic, Aurélio Campilho:
Enhancement of Retinal Fundus Images via Pixel Color Amplification. ICIAR (2) 2020: 299-312 - [i4]Asim Smailagic, Anupma Sharan, Pedro Costa, Adrian Galdran, Alex Gaudio, Aurélio Campilho:
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images. CoRR abs/2007.13838 (2020) - [i3]Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu:
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning. CoRR abs/2007.13854 (2020) - [i2]Alex Gaudio, Asim Smailagic, Aurélio Campilho:
Enhancement of Retinal Fundus Images via Pixel Color Amplification. CoRR abs/2007.14456 (2020)
2010 – 2019
- 2019
- [c2]Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu:
Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning. ICIAR (2) 2019: 333-344 - [c1]Asim Smailagic, Anupma Sharan, Pedro Costa, Adrian Galdran, Alex Gaudio, Aurélio Campilho:
Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images. ICIAR (2) 2019: 362-368 - [i1]Asim Smailagic, Pedro Costa, Alex Gaudio, Kartik Khandelwal, Mostafa Mirshekari, Jonathon Fagert, Devesh Walawalkar, Susu Xu, Adrian Galdran, Pei Zhang, Aurélio Campilho, Hae Young Noh:
O-MedAL: Online Active Deep Learning for Medical Image Analysis. CoRR abs/1908.10508 (2019)
Coauthor Index
aka: Aurélio Campilho
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last updated on 2024-08-05 21:12 CEST by the dblp team
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