Evaluation of semi-supervised learning using sparse labeling to segment cell nuclei

The analysis of microscopic images from cell cultures plays an important role in the development of drugs. The segmentation of such images is a basic step to extract the viable information on which further evaluation steps are build. Classical image processing pipelines often fail under heterogeneou...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Bruch Roman, Rudolf Rüdiger, Mikut Ralf, Reischl Markus
التنسيق: مقال
اللغة:English
منشور في: De Gruyter 2020-09-01
سلاسل:Current Directions in Biomedical Engineering
الموضوعات:
الوصول للمادة أونلاين:https://doi.org/10.1515/cdbme-2020-3103