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Cytomine Research @ ULiège
Cytomine Research @ ULiège
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Romain Mormont

Romain Mormont

PhD Student in machine learning (deep learning, transfer learning)

Montefiore Institute

Latest

  • Relieving pixel-wise labeling effort for pathology image segmentation with self-training
  • I2K (Images to Knowledge) Online Tutorial on BIAFLOWS
  • BIAFLOWS: A Collaborative Framework to Reproducibly Deploy and Benchmark Bioimage Analysis Workflows
  • Multi-task pre-training of deep neural networks for digital pathology
  • Image classification and object recognition algorithms
  • Workflows for sorting various types of cells
  • Image segmentation techniques
  • Comparison of Deep Transfer Learning Strategies for Digital Pathology
  • SLDC: an open-source workflow for object detection in multi-gigapixel images

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