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Document type:
Konferenzbeitrag 
Author(s):
Sadafi, A.; Makhro, A.; Bogdanova, A.; Navab, N.; Peng, T.; Albarqouni, S.; Marr, C. 
Title:
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders 
Abstract:
Red blood cells are highly deformable and present in various shapes. In blood cell disorders, only a subset of all cells is morphologically altered and relevant for the diagnosis. However, manually labeling of all cells is laborious, complicated and introduces inter-expert variability. We propose an attention based multiple instance learning method to classify blood samples of patients suffering from blood cell disorders. Cells are detected using an R-CNN architecture. With the features extracte...    »
 
Keywords:
MICCAI 
Book / Congress title:
International Conference on Medical Image Computing and Computer-Assisted Intervention 
Organization:
Springer 
Year:
2020 
Pages:
246--256