Maria J. Carreira (ORCID: 0000-0003-0532-2351)
Scholar

Maria J. Carreira (ORCID: 0000-0003-0532-2351)

Google Scholar ID: M88LhzUAAAAJ
Universidade de Santiago de Compostela. Centro Singular de Investigación en Tecnoloxías Intelixentes
biomedical image analysisdeep learning
Citations & Impact
All-time
Citations
708
 
H-index
13
 
i10-index
19
 
Publications
20
 
Co-authors
4
list available
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • Published over 90 scientific papers. Developed software such as ZFTool (oncology), ICBrain (neurology), and Dentius_Plaque, Dentius_Biofilm, and Dentius_Age (dentistry). Recently, she has been working on ultrasound image analysis and studying the oral microbiome, developing tools like PrimerEvalPy and EpheClass.
Research Experience
  • Served as the Deputy Director of the School of Engineering (ETSE, 2008-2012), Assistant to the Vice-Chancellor for Studies and Educational Innovation (2015-2017), and Rector's Commissioner for ICT Governance and Degree Strategy (2017-2018). Participated in over 30 R&D&I projects and contracts, acting as the PI on over 15 of these projects.
Background
  • Professor of Computer Science and Artificial Intelligence (CSAI) with a focus on machine learning, reasoning, and computer vision. Her research has been centered around intelligent medical image processing in areas such as radiology, ophthalmology, oncology, neurology, dentistry, and pediatrics.
Miscellany
  • Member of the Board of Directors of the Spanish Association of Shape Recognition and Image Analysis (AERFAI) and the academic secretary of the USC-Plexus Chair of AI applied to Personalized Precision Medicine (CAMELIA).