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Dr. Maria Valdes Hernandez

  • Lecturer in Medical Image Analysis

Research in a nutshell

Areas of Expertise:

  • Image processing, analysis and integration with meta-data from/for large multicentre longitudinal clinical studies
  • Streamlining image processing where confidentiality of the data is necessary
  • Image processing for large scale multicentre studies
  • Medical image processing and analysis in the presence of inhomogeneities and with low quality in the acquisition
  • Set-up of image processing and analysis pipelines
  • Set-up and management of projects that involve image processing and integration with associated meta-data
  • Application of state-of-art computational algorithms to practical problems that involve image processing
  • Streamlining multidimensional signal analyses
  • Systematic review of technical literature
  • Large data synthesis
  • Set-up image processing and analysis management systems
  • Automatic assessment of image features with clinical relevance

Consultancy services:

  • Set-up medical image processing and analysis pipelines
  • Implementation of state-of-art image processing algorithms
  • Systematic review of technical literature
  • Set-up image processing and analysis management systems
  • Professional evaluation of image processing algorithms
  • Application of computational algorithms to image data analysis
  • Professional advice on areas of expertise related above
  • Supervision and project management on areas of expertise related above
  • Teaching and couching on areas of expertise related above

Full research profile, including publications