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Robust Histopathology Image Analysis: to Label or to Synthesize?

Detection, segmentation and classification of nuclei are fundamental analysis operations in digital pathology. Existing state-of-the-art approaches demand extensive amount of supervised training data from pathologists and may still perform poorly in images from unseen tissue types. We propose an uns...

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Detalhes bibliográficos
Publicado no:Proc IEEE Comput Soc Conf Comput Vis Pattern Recognit
Main Authors: Hou, Le, Agarwal, Ayush, Samaras, Dimitris, Kurc, Tahsin M., Gupta, Rajarsi R., Saltz, Joel H.
Formato: Artigo
Idioma:Inglês
Publicado em: 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8139403/
https://ncbi.nlm.nih.gov/pubmed/34025103
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/CVPR.2019.00873
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