Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images. - Asim Smailagic; Anupma Sharan; Pedro Costa 005; Adrian Galdran; Alex Gaudio; Aurélio Campilho (ICIAR (2), 2019)

Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning. - Qiqi Xiao; Jiaxu Zou; Muqiao Yang; Alex Gaudio; Kris Kitani; Asim Smailagic; Pedro Costa 005; Min Xu 009 (ICIAR (2), 2019)

Enhancement of Retinal Fundus Images via Pixel Color Amplification. - Alex Gaudio; Asim Smailagic; Aurélio Campilho (ICIAR (2), 2020)

O-MedAL: Online active deep learning for medical image analysis. - Asim Smailagic; Pedro Costa 005; Alex Gaudio; Kartik Khandelwal; Mostafa Mirshekari; Jonathon Fagert; Devesh Walawalkar; Susu Xu; Adrian Galdran; Pei Zhang 001; Aurélio Campilho; Hae Young Noh (WIREs Data Mining Knowl. Discov., 2020)

HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection. - Elvin Johnson; Shreshta Mohan; Alex Gaudio; Asim Smailagic; Christos Faloutsos; Aurélio Campilho (BHI, 2022)

Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds. - Alex Gaudio; Miguel T. Coimbra; Aurélio Campilho; Asim Smailagic; Samuel E. Schmidt; Francesco Renna (CinC, 2022)

Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation. - Pedro Costa 005; Alex Gaudio; Aurélio Campilho; Jaime S. Cardoso 001 (MIDL, 2022)

Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy. - Helena Montenegro; Wilson Silva; Alex Gaudio; Matt Fredrikson; Asim Smailagic; Jaime S. Cardoso 001 (IEEE Access, 2022)

A Massively-Parallel 3D Simulator for Soft and Hybrid Robots. - Joel Clay; Sofia Wyetzner; Alex Gaudio; Boxi Xia; Andrew Moshova; Jacob Austin; Max Segan; Hod Lipson (CoRR, 2022)

Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds. - Alex Gaudio; Noemi Giordano; Miguel Tavares Coimbra; Benedict Kjaergaard; Samuel E. Schmidt; Francesco Renna (CinC, 2023)

ZEBRA: Explaining rare cases through outlying interpretable concepts. - Pedro Madeira 001; André V. Carreiro; Alex Gaudio; Luís Rosado; Filipe Soares; Asim Smailagic (CVPR Workshops, 2023)

Addressing Chest Radiograph Projection Bias in Deep Classification Models. - Sofia Cardoso Pereira; Joana Rocha; Alex Gaudio; Asim Smailagic; Aurélio Campilho; Ana Maria Mendonça (MIDL, 2023)

ExplainFix: Explainable spatially fixed deep networks. - Alex Gaudio; Christos Faloutsos; Asim Smailagic; Pedro Costa 005; Aurélio Campilho (WIREs Data. Mining. Knowl. Discov., 2023)

DeepFixCX: Explainable privacy-preserving image compression for medical image analysis. - Alex Gaudio; Asim Smailagic; Christos Faloutsos; Shreshta Mohan; Elvin Johnson; Yuhao Liu; Pedro Costa 005; Aurélio Campilho (WIREs Data. Mining. Knowl. Discov., 2023)

Explainable Deep Machine Learning for Medical Image Analysis - Alex Gaudio (2023)

Separation of the Aortic and Pulmonary Components of the Second Heart Sound via Alternating Optimization. - Francesco Renna; Alex Gaudio; Sandra da Silva Mattos; Mark D. Plumbley; Miguel Tavares Coimbra (IEEE Access, 2024)