AIMC Topic: Coombs Test
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Convolutional neural network-based automatic classification for incomplete antibody reaction intensity in solid phase anti-human globulin test image.
Medical & biological engineering & computing
Mar 7, 2022
The precise classification of incomplete antibody reaction intensity (IARI) in hydrogel chromatography medium high density medium solid-phase Coombs test is essential for haemolytic disease screening. However, an automatic and contactless method is r...
A CNN-LASSO ensemble classification model for incomplete antibody reactants screening in coombs test.
Technology and health care : official journal of the European Society for Engineering and Medicine
Jan 1, 2022
BACKGROUND: Precise classification of incomplete antibody reactants (IAR) in the Coombs test is the primary means to prevent incompatible blood transfusions. Currently, an automatic and contactless method is required for accurate IAR classification t...
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