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Many researchers try to reduce illumination impacts in classification by two approaches: discriminative feature extraction and image-based color calibration.
The lesions on the CT examinations were reclassified according to the Bosniak classification by two experienced uroradiologists with 5 years and 20 years of experience, respectively.
All complex cystic lesions in the kidney (n = 550 in the same number of patients) were reclassified according to the Bosniak classification by two radiologists in consensus.
The tumors were assessed according to the WHO classification by two academic pathologists.
Histological assessment was performed according to the Sydney classification by two pathologists who were blinded to the other experimental results.
The three modules are complementary, and, in principle, a sequence receiving the same classification by two or more modules should be more reliably classified.
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Histological sections from the mesothelioma patients were previously examined and classified into epithelioid, sarcomatoid and biphasic subtypes, according to the World Health Organization histological classification by three independent pathologists (Takeshima et al, 2009), who were blinded to the results of the studies discussed in this article.
The presence of brain tumors was further confirmed by pathologic analysis, and tumor grade was evaluated according to World Health Organization (WHO) classifications by two pathologists.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com