A multi-task network is introduced to generate narrow predictive intervals for counts in medical images while maintaining target coverage, tested on cell and white matter hyperintensity counting.
https://github.com/aleju/imgaug (2018)
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As easy as 1, 2... 4? Uncertainty in counting tasks for medical imaging
A multi-task network is introduced to generate narrow predictive intervals for counts in medical images while maintaining target coverage, tested on cell and white matter hyperintensity counting.