End-to-end Adversarial Retinal Image Synthesis P Costa, A Galdran, MI Meyer, M Niemeijer, M Abràmoff, AM Mendonça, ... IEEE Transactions on Medical Imaging, 2017 | 476 | 2017 |
Classification of breast cancer histology images through transfer learning using a pre-trained inception resnet v2 CA Ferreira, T Melo, P Sousa, MI Meyer, E Shakibapour, P Costa, ... Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 160 | 2018 |
Towards adversarial retinal image synthesis P Costa, A Galdran, MI Meyer, MD Abramoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 2017 | 153 | 2017 |
ISLES 2022: A multi-center magnetic resonance imaging stroke lesion segmentation dataset MR Hernandez Petzsche, E de la Rosa, U Hanning, R Wiest, ... Scientific data 9 (1), 762, 2022 | 128 | 2022 |
Data-Driven Color Augmentation Techniques for Deep Skin Image Analysis A Galdran, A Alvarez-Gila, MI Meyer, CL Saratxaga, T Araújo, E Garrote, ... arXiv preprint arXiv:1703.03702, 2017 | 97 | 2017 |
Uncertainty-Aware Artery/Vein Classification on Retinal Images A Galdran, M Meyer, P Costa, A Campilho 2019 IEEE 16th International Symposium on Biomedical Imaging (ISBI 2019 …, 2019 | 65 | 2019 |
A pixel-wise distance regression approach for joint retinal optical disc and fovea detection MI Meyer, A Galdran, AM Mendonça, A Campilho Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018 | 57 | 2018 |
Automated MRI volumetry as a diagnostic tool for Alzheimer's disease: Validation of icobrain dm H Struyfs, DM Sima, M Wittens, A Ribbens, NP de Barros, T Vân Phan, ... NeuroImage: Clinical 26, 102243, 2020 | 49 | 2020 |
Deep convolutional artery/vein classification of retinal vessels MI Meyer, A Galdran, P Costa, AM Mendonça, A Campilho Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 39 | 2018 |
A deep neural network for vessel segmentation of scanning laser ophthalmoscopy images MI Meyer, P Costa, A Galdran, AM Mendonça, A Campilho Image Analysis and Recognition: 14th International Conference, ICIAR 2017 …, 2017 | 34 | 2017 |
A contrast augmentation approach to improve multi-scanner generalization in MRI MI Meyer, E de la Rosa, N Pedrosa de Barros, R Paolella, K Van Leemput, ... Frontiers in Neuroscience 15, 708196, 2021 | 23 | 2021 |
Adversarial synthesis of retinal images from vessel trees P Costa, A Galdran, MI Meyer, AM Mendonça, A Campilho Image Analysis and Recognition: 14th International Conference, ICIAR 2017 …, 2017 | 17 | 2017 |
Improved inter-scanner MS lesion segmentation by adversarial training on longitudinal data M Billast, MI Meyer, DM Sima, D Robben Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2020 | 7 | 2020 |
Relevance vector machines for harmonization of MRI brain volumes using image descriptors MI Meyer, E de la Rosa, K Van Leemput, DM Sima OR 2.0 Context-Aware Operating Theaters and Machine Learning in Clinical …, 2019 | 6 | 2019 |
Towards adversarial retinal image synthesis; 2017 P Costa, A Galdran, MI Meyer, MD Abràmoff, M Niemeijer, AM Mendonça, ... arXiv preprint arXiv:1701.08974, 0 | 6 | |
An augmentation strategy to mimic multi-scanner variability in MRI MI Meyer, E de la Rosa, N Barros, R Paolella, K Van Leemput, DM Sima 2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1196-1200, 2021 | 3 | 2021 |
A deep learning model for brain segmentation across pediatric and adult populations J Simarro, MI Meyer, S Van Eyndhoven, TV Phan, T Billiet, DM Sima, ... Scientific Reports 14 (1), 11735, 2024 | 2 | 2024 |
Multi-scanner/multi-center evaluation of the progression of multiple sclerosis MIF Meyer DTU Health Technology, 2021 | | 2021 |
Harmonization of Brain Volumes from MRI Images of MS Patients Using Image Descriptors MI Meyer, E de la Rosa, G Dudra, E Van Vlierberghe, K Van Leemput, ... 2019 Annual Meeting of the Consortium of Multiple Sclerosis Centers, 2019 | | 2019 |