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Then, the whole virtual props recommendation problem can be casted into a weak label problem [19].
Our method consists of a deep segmentation network for generating mitosis region when only a weak label is given (i.e., only the centroid pixel of mitosis is annotated), an elaborately designed deep detection network for localizing mitosis by using contextual region information, and a deep verification network for improving detection accuracy by removing false positives.
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These were numerous and smaller and only had a weak labelling for desmin (Fig. 6B).
Control hybridisations using the RNA probe in sense orientation produced a weak labelling homogeneously distributed over the tissue sections.
On the contrary, only a weak labelling was found in the cytoplasm of E7 epithelial cells with the 'palissade like' appearance and sometimes in their nucleus.
HT 29 tumour cells in cell culture also showed only a weak labelling similar to the staining result of metastatic cells in the lung.
At E11.5, a weak labeling of Navs could be detected along all AnkG+ fibers both within the spinal cord and along the ventral root (Fig. 5b).
The recording and biocytin-labeling of individual CR cells in CXCR4- EGFP mice always resulted in the detection of a single CR cell without even a weak labeling of neurons in the surrounding neuropil.
Pollen tubes on the surface of the stigma also showed a weak labelling in their cytoplasm, which increased in intensity in the area of the pollen tube in close contact with the stigmatic papillae and the exudates.
In addition, a weak labelling was observed the kidney (glomerular capillary tufts) in FSE cat no. 1, which was interpreted as non-specific, as similar reaction patterns were seen in control animals.
In contrast to the staining in the crypts, the apical region of the villi showed a weaker labeling for PLEKHA7, whereas the labeling for ZO-1 was of similar intensity throughout the villus (arrowheads in Fig. 3F-F").
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