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M. Jorge Cardoso

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Papers (18)

  1. MONAI: An open-source framework for deep learning in healthcare cs.LG · 2022 · author #1
  2. As easy as 1, 2... 4? Uncertainty in counting tasks for medical imaging eess.IV · 2019 · author #4
  3. Medical Imaging with Deep Learning: MIDL 2019 -- Extended Abstract Track eess.IV · 2019 · author #1
  4. Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge cs.CV · 2019 · author #9
  5. Training recurrent neural networks robust to incomplete data: application to Alzheimer's disease progression modeling cs.CV · 2019 · author #4
  6. A large annotated medical image dataset for the development and evaluation of segmentation algorithms cs.CV · 2019 · author #24
  7. 3D multirater RCNN for multimodal multiclass detection and characterisation of extremely small objects cs.CV · 2018 · author #10
  8. Elastic Registration of Geodesic Vascular Graphs cs.CV · 2018 · author #6
  9. Simultaneous synthesis of FLAIR and segmentation of white matter hypointensities from T1 MRIs cs.CV · 2018 · author #2
  10. Robust training of recurrent neural networks to handle missing data for disease progression modeling cs.CV · 2018 · author #4
  11. PIMMS: Permutation Invariant Multi-Modal Segmentation cs.CV · 2018 · author #5
  12. Towards safe deep learning: accurately quantifying biomarker uncertainty in neural network predictions cs.CV · 2018 · author #5
  13. VTrails: Inferring Vessels with Geodesic Connectivity Trees cs.CV · 2018 · author #6
  14. NiftyNet: a deep-learning platform for medical imaging cs.CV · 2017 · author #16
  15. An Adaptive Sampling Scheme to Efficiently Train Fully Convolutional Networks for Semantic Segmentation cs.CV · 2017 · author #3
  16. Generalised Dice overlap as a deep learning loss function for highly unbalanced segmentations cs.CV · 2017 · author #5
  17. On the Compactness, Efficiency, and Representation of 3D Convolutional Networks: Brain Parcellation as a Pretext Task cs.CV · 2017 · author #5
  18. Generative diffeomorphic atlas construction from brain and spinal cord MRI data cs.CV · 2017 · author #3

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