DrJaka Potočnik

Lecturer/Assistant Professor in Diagnostic Imaging

School of Medicine

  • Lecturer/Assistant Professor in Diagnostic Imaging
    School of Medicine
  • 0871095633
  • University College Dublin, School of Medicine, Health Sciences Centre Belfield Dublin 4

RESEARCH INTERESTS

My primary research interests revolve around leveraging AI techniques to advance the field of medical imaging. I am interested in exploring various use cases of the existing techniques and theories, developing AI prototypes that can enhance the accuracy, efficiency, and overall quality of patient care.

As part of my PhD research, I investigated the feasibility of automated justification analysis of unstructured CT brain referrals with natural language processing and machine learning.

 

I serve as an expert peer reviewer for several peer-reviewed journals, including:

  • npj Digital Medicine (7)
  • European Radiology (5)
  • Insights into Imaging (3)
  • European Radiology Experimental (1)
  • Radiography (5)

GRANTS

  • GRANT
    Machine learning for better justification of medical exposures
    Enterprise Ireland (EI)8 May 2023 - 4 Aug 2023
    People funded by this grant:
    • Potočnik J