Modeling Histological Patterns for Differential Diagnosis of Atypical Breast Lesions

Parvatikar, Akash; Choudhary, Om Prakash; Ramanathan, Arvind; Navolotskaia, Olga; Carter, Gloria; Tosun, Akif Burak; Fine, Jeffrey L.; Chennubhotla, S. Chakra

doi:10.1007/978-3-030-59722-1_53

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“… 219 However, there are studied instances of inter-observer variance between pathologists when determining a diagnosis. 250 , 251 , 252 As obtaining the most correct label is essential when training a model for CAD, this issue must be addressed and a review of the data by several pathologists can result in higher quality ground truth data as compared to that of a single pathologist. As a result, most datasets are curated by involving a group of pathologists in the annotation process.…”

Section: Domain Expert Knowledge Annotationmentioning

confidence: 99%