2023
DOI: 10.1007/s10278-023-00859-0
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Deep Transfer Learning-Based Approach for Glucose Transporter-1 (GLUT1) Expression Assessment

Maisun Mohamed Al Zorgani,
Hassan Ugail,
Klaus Pors
et al.

Abstract: Glucose transporter-1 (GLUT-1) expression level is a biomarker of tumour hypoxia condition in immunohistochemistry (IHC)-stained images. Thus, the GLUT-1 scoring is a routine procedure currently employed for predicting tumour hypoxia markers in clinical practice. However, visual assessment of GLUT-1 scores is subjective and consequently prone to inter-pathologist variability. Therefore, this study proposes an automated method for assessing GLUT-1 scores in IHC colorectal carcinoma images. For this purpose, we … Show more

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