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Automated detection of DCIS in whole-slide H E stained breast histopathology images von Bejnordi, Babak Ehteshami (VerfasserIn) , Balkenhol, Maschenka (VerfasserIn) , Litjens, Geert (VerfasserIn) , Holland, Roland (VerfasserIn) , Bult, Peter (VerfasserIn) , Karssemeijer, Nicolaas (VerfasserIn) , Laak, Jeroen van der (VerfasserIn) ,
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Algorithms
Breast
Breast Neoplasms
Breast tissue
Cancer
Carcinoma, Ductal, Breast
Carcinoma, Intraductal, Noninfiltrating
Clustering algorithms
Computer-aided diagnosis
DCIS Detection
DCIS detection algorithm
DCIS lesion
Design automation
FROC analysis
Feature extraction
H&E staining
Humans
Lesions
Pathology
WSI
architectural features
benign structures
biomedical optical imaging
breast tissue
cancer
digitized hematoxylin and eosin stained histopathological slides
ductal carcinoma in situ detection
ducts
epithelial region
fully automatic method