Alex Gaudio

23 papers Journal 12Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Pulmonary Hypertension Detection From Heart Sound Analysis.
IEEE Trans. Biomed. Eng.
Alex Gaudio, Noemi Giordano, Mounya Elhilali, Samuel E. Schmidt, Francesco Renna
2024 J jnl
Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization.
IEEE Access
Francesco Renna, Alex Gaudio, Sandra da Silva Mattos, Mark D. Plumbley, Miguel Tavares Coimbra
2023 — conf
Addressing Chest Radiograph Projection Bias in Deep Classification Models.
MIDL
Sofia Cardoso Pereira, Joana Rocha, Alex Gaudio, Asim Smailagic, Aurélio Campilho, Ana Maria Mendonça
2023 — conf
Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds.
CinC
Alex Gaudio, Noemi Giordano, Miguel Tavares Coimbra, Benedict Kjaergaard, Samuel E. Schmidt, Francesco Renna
2023 J jnl
ExplainFix: Explainable Spatially Fixed Deep Networks.
CoRR
Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio J. C. Campilho
2023 J jnl
ExplainFix: Explainable spatially fixed deep networks.
WIREs Data. Mining. Knowl. Discov.
Alex Gaudio, Christos Faloutsos, Asim Smailagic, Pedro Costa, Aurélio Campilho
2023 — —
Explainable Deep Machine Learning for Medical Image Analysis
Alex Gaudio
2023 — conf
ZEBRA: Explaining Rare Cases Through Outlying Interpretable Concepts.
XAI4CV
Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic
2023 — conf
ZEBRA: Explaining rare cases through outlying interpretable concepts.
CVPR Workshops
Pedro Madeira, André V. Carreiro, Alex Gaudio, Luís Rosado, Filipe Soares, Asim Smailagic
2022 J jnl
A Massively-Parallel 3D Simulator for Soft and Hybrid Robots.
CoRR
Joel Clay, Sofia Wyetzner, Alex Gaudio, Boxi Xia, Andrew Moshova, Jacob Austin, Max Segan, Hod Lipson
2022 — conf
Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds.
CinC
Alex Gaudio, Miguel T. Coimbra, Aurélio Campilho, Asim Smailagic, Samuel E. Schmidt, Francesco Renna
2022 — conf
Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation.
MIDL
Pedro Costa, Alex Gaudio, Aurélio Campilho, Jaime S. Cardoso
2022 — conf
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection.
BHI
Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
2022 J jnl
HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection.
CoRR
Elvin Johnson, Shreshta Mohan, Alex Gaudio, Asim Smailagic, Christos Faloutsos, Aurélio Campilho
2022 J jnl
Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy.
IEEE Access
Helena Montenegro, Wilson Silva, Alex Gaudio, Matt Fredrikson, Asim Smailagic, Jaime S. Cardoso
2020 — conf
Enhancement of Retinal Fundus Images via Pixel Color Amplification.
ICIAR (2)
Alex Gaudio, Asim Smailagic, Aurélio Campilho
2020 J jnl
Enhancement of Retinal Fundus Images via Pixel Color Amplification.
CoRR
Alex Gaudio, Asim Smailagic, Aurélio Campilho
2020 J jnl
Improving Lesion Segmentation for Diabetic Retinopathy using Adversarial Learning.
CoRR
Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu
2020 J jnl
Learned Pre-Processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images.
CoRR
Asim Smailagic, Anupma Sharan, Pedro Costa, Adrian Galdran, Alex Gaudio, Aurélio Campilho
2020 J jnl
O-MedAL: Online active deep learning for medical image analysis.
WIREs Data Mining Knowl. Discov.
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
2019 — conf
Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning.
ICIAR (2)
Qiqi Xiao, Jiaxu Zou, Muqiao Yang, Alex Gaudio, Kris Kitani, Asim Smailagic, Pedro Costa, Min Xu
2019 — conf
Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images.
ICIAR (2)
Asim Smailagic, Anupma Sharan, Pedro Costa, Adrian Galdran, Alex Gaudio, Aurélio Campilho
2019 J jnl
O-MedAL: Online Active Deep Learning for Medical Image Analysis.
CoRR
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