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Ai in Medicine
Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning
In this study, we introduce a data augmentation procedure for histopathology image classification. This is an extension to our previous research, in which we showed the possibility to apply deep learning for morphological analysis of tumour cells.
Martin Tabakov
,
Konrad Karanowski
,
Adam R. Chłopowiec
,
Adrian B. Chłopowiec
,
Mikołaj Kasperek
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DOI
Data Augmentation for Morphological Analysis of Histopathological Images Using Deep Learning
In this study, we introduce a morphological analysis of segmented tumour cells from histopathology images concerning the recognition of cell overlapping. The main research problem considered is to distinguish how many cells are located in a structure, which is composed of overlapping cells.
Artur Zawisza
,
Martin Tabakov
,
Konrad Karanowski
,
Krzysztof Galus
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DOI
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