Alex Gaudio

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 21

Top Topics

Image Compression

Diabetic Retinopathy

Medical Image Analysis

Top Venues

WIREs Data. Mining. Knowl. Discov.

Publications

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 (2024)
Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho
ExplainFix: Explainable spatially fixed deep networks. WIREs Data. Mining. Knowl. Discov. 13 (2) (2023)
Alex Gaudio, Noemi Giordano, Miguel Tavares Coimbra, Benedict Kjaergaard, Samuel Schmidt, Francesco Renna
Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds. CinC (2023)
Alex Gaudio, Asim Smailagic, Christos Faloutsos, Shreshta Mohan, Elvin Johnson, Yuhao Liu, Pedro Costa, Aurélio Campilho
: Explainable privacy-preserving image compression for medical image analysis. WIREs Data. Mining. Knowl. Discov. 13 (4) (2023)
Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic
ZEBRA: Explaining rare cases through outlying interpretable concepts. CVPR Workshops (2023)
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)
Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio J. C. Campilho
ExplainFix: Explainable Spatially Fixed Deep Networks. CoRR (2023)
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)
Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. CoRR (2022)
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 (2022)
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 (2022)
Pedro Costa, Alex Gaudio, Aurélio Campilho, Jaime S. Cardoso
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation. MIDL (2022)
Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. BHI (2022)
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)
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 (2020)
Alex Gaudio, Asim Smailagic, Aurélio Campilho
Enhancement of Retinal Fundus Images via Pixel Color Amplification. ICIAR (2) (2020)
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 (2020)
Alex Gaudio, Asim Smailagic, Aurélio Campilho
Enhancement of Retinal Fundus Images via Pixel Color Amplification. CoRR (2020)
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 (2019)
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)
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)