Training Material
Introduction to explainable AI
Training seminar “Introduction to explainable AI” given by Dr. Guido Gigante (Istituto Superiore di Sanità, Italy) at the school for medical physicists “Neural networks for medical imaging: from theory to practical applications”, organized by UNISER Foundation and held in Pistoia (Italy), on 23-25 September 2024.
Metrology in AI
Webinar on “Metrology in AI” given by Dr. Danny Panknin (PTB, Germany).
Content: Basics of Machine Learning and Deep Learning; Evaluation of Machine Learning models; Regularization; Transfer Learning.
https://youtu.be/P3KUo7NPhu4
Image acquisition key-factors and image processing in mammography
Webinar on “Image acquisition key-factors and image processing in mammography” given by Dr. Alistair Mackenzie (Royal Surrey NHS Foundation Trust, UK) and Dr. Ruben van Engen (Dutch Expert Centre for Screening – LRCB, Netherlands).
OPTIMAM Mammography Image Database OMI-DB
Webinar on “OPTIMAM Mammography Image Database OMI-DB” given by:
- Dr. Alistair Mackenzie (Royal Surrey NHS Foundation Trust, UK)
- Prof. Mark Halling-Brown (Royal Surrey NHS Foundation Trust, UK)
- Dr. Dominic Ward (Royal Surrey NHS Foundation Trust, UK)
- Dr. Lucy Warren (Royal Surrey NHS Foundation Trust, UK)
Content: Overview of breast screening in the UK; What is OMI-DB and how is collected; OMI-DB images and metadata; Type of cases present in OMI-DB.
