Alex Gaudio
Johns Hopkins University(US)Johns Hopkins Medicine(US)
Publications by Year
Research Areas
Phonocardiography and Auscultation Techniques, COVID-19 diagnosis using AI, Retinal Imaging and Analysis, Explainable Artificial Intelligence (XAI), Advanced Neural Network Applications
Most-Cited Works
- → O‐MedAL: Online active deep learning for medical image analysis(2020)38 cited
- → Improving Lesion Segmentation for Diabetic Retinopathy Using Adversarial Learning(2019)28 cited
- → DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis(2023)20 cited
- → Enhancement of Retinal Fundus Images via Pixel Color Amplification(2020)14 cited
- → Privacy-Preserving Case-Based Explanations: Enabling Visual Interpretability by Protecting Privacy(2022)13 cited
- → Learned Pre-processing for Automatic Diabetic Retinopathy Detection on Eye Fundus Images(2019)7 cited
- → Performance of an artificial intelligence algorithm for interpreting lung sounds from children hospitalised with pneumonia in Malawi(2025)4 cited
- → ExplainFix: Explainable spatially fixed deep networks(2022)3 cited
- → HeartSpot: Privatized and Explainable Data Compression for Cardiomegaly Detection(2022)3 cited
- → ZEBRA: Explaining rare cases through outlying interpretable concepts(2023)2 cited