Related paper and surveys are below

• To be sorted. Further information can be found on Mendeley.

• https://www.frontiersin.org/articles/10.3389/fneur.2019.00238/full#B32 : This is a summative survey which provides an overview of the characteristics, research subjects and segmentation techniques of these studies about white matter hyperintensities.
• cheplygina2019.pdf : This gives an overview of semi-supervised, multiple instance, and transfer learning in medical imaging, both in diagno- sis or segmentation tasks.