| O‐MedAL: Online active deep learning for medical image analysis A Smailagic, P Costa, A Gaudio, K Khandelwal, M Mirshekari, J Fagert, ... Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 10 (4 …, 2020 | 45 | 2020 |
| Improving lesion segmentation for diabetic retinopathy using adversarial learning Q Xiao, J Zou, M Yang, A Gaudio, K Kitani, A Smailagic, P Costa, M Xu International Conference on Image Analysis and Recognition, 333-344, 2019 | 41 | 2019 |
| Enhancement of retinal fundus images via pixel color amplification A Gaudio, A Smailagic, A Campilho International conference on image analysis and recognition, 299-312, 2020 | 21 | 2020 |
| DeepFixCX: Explainable privacy‐preserving image compression for medical image analysis A Gaudio, A Smailagic, C Faloutsos, S Mohan, E Johnson, Y Liu, P Costa, ... Wiley interdisciplinary reviews: Data mining and knowledge discovery 13 (4 …, 2023 | 19 | 2023 |
| Privacy-preserving case-based explanations: enabling visual interpretability by protecting privacy H Montenegro, W Silva, A Gaudio, M Fredrikson, A Smailagic, JS Cardoso IEEE Access 10, 28333-28347, 2022 | 19 | 2022 |
| Learned pre-processing for automatic diabetic retinopathy detection on eye fundus images A Smailagic, A Sharan, P Costa, A Galdran, A Gaudio, A Campilho Image Analysis and Recognition: 16th International Conference, ICIAR 2019 …, 2019 | 8 | 2019 |
| Separation of the aortic and pulmonary components of the second heart sound via alternating optimization F Renna, A Gaudio, S Mattos, MD Plumbley, MT Coimbra IEEE Access, 2024 | 3 | 2024 |
| ExplainFix: Explainable spatially fixed deep networks A Gaudio, C Faloutsos, A Smailagic, P Costa, A Campilho Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery 13 (2 …, 2023 | 3 | 2023 |
| Explainable Deep Learning for Non-Invasive Detection of Pulmonary Artery Hypertension from Heart Sounds A Gaudio, M Coimbra, A Campilho, A Smailagic, SE Schmidt, F Renna Computing in Cardiology, 2022 | 3 | 2022 |
| Explainable Deep Machine Learning for Medical Image Analysis A Gaudio Carnegie Mellon University, 2023 | 2 | 2023 |
| ZEBRA: Explaining rare cases through outlying interpretable concepts P Madeira, A Carreiro, A Gaudio, L Rosado, F Soares, A Smailagic Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 2 | 2023 |
| Cross-Domain Detection of Pulmonary Hypertension in Human and Porcine Heart Sounds A Gaudio, N Giordano, M Coimbra, B Kjaergaard, S Schmidt, F Renna 2023 Computing in Cardiology (CinC) 50, 1-4, 2023 | 1 | 2023 |
| Heartspot: privatized and explainable data compression for cardiomegaly detection E Johnson, S Mohan, A Gaudio, A Smailagic, C Faloutsos, A Campilho 2022 IEEE-EMBS International Conference on Biomedical and Health Informatics …, 2022 | 1 | 2022 |
| Pulmonary Hypertension Detection from Heart Sound Analysis A Gaudio, N Giordano, M Elhilali, S Schmidt, F Renna Authorea Preprints, 2024 | | 2024 |
| AP*: A Modified Average Precision Score and Precision Recall Space for Class Imbalanced Datasets A Gaudio, M Elhilali Authorea Preprints, 2024 | | 2024 |
| Addressing Chest Radiograph Projection Bias in Deep Classification Models SC Pereira, J Rocha, A Gaudio, A Smailagic, AM Mendonça Medical Imaging with Deep Learning, 1199-1210, 2024 | | 2024 |
| Explainable Weakly-Supervised Cell Segmentation by Canonical Shape Learning and Transformation P Costa, A Gaudio, A Campilho, JS Cardoso International Conference on Medical Imaging with Deep Learning, 250-260, 2022 | | 2022 |
| Semi-supervised learning for Diabetic Retinopathy H Arora, A Gaudio, S Satpathy | | |
Asim SmailagicProfessor of Electrical and Computer Engineering, Carnegie Mellon UniversityVerified email at cs.cmu.edu
