Analyzing Overfitting Under Class Imbalance in Neural Networks for Image Segmentation | 4 | 0.47 | 2021 |
Transductive Image Segmentation: Self-training and Effect of Uncertainty Estimation | 0 | 0.34 | 2021 |
Explainable Anatomical Shape Analysis through Deep Hierarchical Generative Models. | 1 | 0.36 | 2020 |
Overfitting of Neural Nets Under Class Imbalance: Analysis and Improvements for Segmentation. | 1 | 0.36 | 2019 |
Anatomically Constrained Neural Networks (ACNN): Application to Cardiac Image Enhancement and Segmentation. | 43 | 1.51 | 2018 |
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation. | 8 | 0.49 | 2017 |
Efficient Multi-Scale 3D CNN with Fully Connected CRF for Accurate Brain Lesion Segmentation. | 281 | 10.17 | 2017 |
SonoNet: Real-Time Detection and Localisation of Fetal Standard Scan Planes in Freehand Ultrasound. | 20 | 1.09 | 2017 |
DeepMedic for Brain Tumor Segmentation. | 3 | 0.40 | 2016 |