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Ninon Burgos

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    • PhD – Atlas-based methods for image synthesis
    • Postdoc – Joint segmentation and image synthesis
    • Postdoc – Individual analysis of PET images for the diagnosis of dementia
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  • ARAMIS Lab
29/09/2022

2022.09.29_CV_ninon_burgos

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2022.09.29_CV_ninon_burgos

Latest publications
  • A2V: A Semi-Supervised Domain Adaptation Framework for Brain Vessel Segmentation via Two-Phase Training Angiography-to-Venography Translation
  • Unsupervised anomaly detection in 3D brain FDG PET: A benchmark of 17 VAE-based approaches
  • Reproducibility in machine learning for medical imaging
  • Interpretability of Machine Learning Methods Applied to Neuroimaging
  • Operationalizing the centiloid scale for [18 F]florbetapir PET studies on PET/MRI
  • How can data augmentation improve attribution maps for disease subtype explainability?
  • Simulation-based evaluation framework for deep learning unsupervised anomaly detection on brain FDG PET
  • Evaluation of MRI-based machine learning approaches for computer-aided diagnosis of dementia in a clinical data warehouse
  • Automatic motion artefact detection in brain T1-weighted magnetic resonance images from a clinical data warehouse using synthetic data
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