Michał Kalinowski - Publications - Bridge of Knowledge

Michał Kalinowski

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digital pathology, lymphocyte detection, yolov5, retinanet, image quality, image degradation, histopathology images, tumor

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Year 2024

Impact of Visual Image Quality on Lymphocyte Detection Using YOLOv5 and RetinaNet Algorithms
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- Year 2024
Lymphocytes, a type of leukocytes, play a vital role in the immune system. The precise quantification, spatial arrangement and phenotypic characterization of lymphocytes within haematological or histopathological images can serve as a diagnostic indicator of a particular lesion. Artificial neural networks, employed for the detection of lymphocytes, not only can provide support to the work of histopathologists but also enable better...

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