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We train a logistic regression predictor on the partial label information.
Our approach inherits the linear time and space complexity via matrix decomposition, while at the same time fully exploits (partial) label information in computing task-dependent decomposition.
The numbers of EdU-retaining cells with complete label and partial label in the macerates were analysed.
The percentage of label-retaining 1s/2s cells in contact with ECM was higher than those which retained partial label indicating cell division.
76% label-retaining 1s/2s cells were close to the ECM, in contrast 42% 1s/2s cells with partial label were in close contact with ECM.
Concomitantly there was an increase in cells with partial label, indicating that the slow-cycling cells had divided during this time.
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The coefficient of 0.53 (±0.08) obtained for HEK293a Shh+ cells incubated with 2 was significantly higher than for controls, and showed that whilst 2 might be highly colocalised with Shh, Shh is only partially colocalised with 2, consistent with partial labelling of ShhN* (Fig. 3).
Correction for partial labelling efficiency was performed as previously described.
The area under each curve was used to calculate the percentage of occurrence of each species, which was further corrected by taking into account that not all BFL1∆Cg molecules in a particle are labelled due to partial labelling (bar graphs in Fig. 3d).
One important class of graph-based image segmentation methods comprises interactive seed-based methods, where the user provides a partial labelling of the image by placing hard region-based constraints (known as seeds).
One of the partial labels, which are typically affixed to track ownership as a painting changes hands, is from an art gallery Lilly Cassirer's father and another relative ran in Berlin.
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