The online workshop “Building interpretable AI for digital pathology”, supported by AI4Media, will be held within the Applied Machine Learning Days Lausanne on April 27, 2021, from 9 to 12 am.
During the workshop, Hes-so Valais and IBM Zurich Research will give an overview of interpretability techniques for machine learning algorithms applied to digital pathology.
The workshop will also include introductory talks on AI for digital pathology and on the interpretability of these complex models, which will be followed by hands-on coding tutorials focused on how to apply interpretability techniques to histopathology data (for classification tasks).
Basic techniques will be explained as well as the latest approaches in the research field such as regression concept vectors and graph-based modeling.
The workshop will be useful for M.Sc. Ph.D. students and researchers in the industry.
The entry fee to the event is between 69.- and 120.- CHF.
More information about the event HERE