Sentence examples for help the classification of from inspiring English sources

In addition, a larger unlabeled training data set X u = { x i u }, x i u ∈ R d, i = 1, …, N is available, which is assumed only to be of the "same type" as X l and may not be associated with the class labels Y and distribution D. Obviously, in order X u to help the classification of the labeled data, it should not be totally different or unrelated.

The Ki-67 index decreased from malignant towards benign lesions, with carcinomas presenting the highest Ki-67 index, which was useful to help the classification of the neoplasms, at least in less-differentiated samples.

Since there were significant differences in the number of Ki-67-positive nuclei, this marker proved to be effective in helping the classification of perianal gland neoplasms and to refine the diagnosis criteria, especially in those samples with high variation in morphology/area.

Thus, identification of novel potential leukocyte differentiation antigens will help improve the classification of immune cells and understanding of the immune system and may also have clinical application.

Moreover, contrast enhancement may help in the classification of mixed-type I/II MCs, which is more difficult and requires more skills than the classification of pure type I or type II MCs [22].

Mutation databases can help in the classification of VUS by providing a compiled source of a large amount of information.

Several studies have identified that anti-PGL-I responses and the ML Flow rapid test can help in the classification of MB and PB leprosy patients to orient the choice of treatment [ 6, 8, 32, 33].

Finally, this study established that the immunohistochemical detection of Ki-67 may help the morphological classification of more complex canine perianal gland neoplasms and it is helpful to better predict the risk of recurrence.

The primary aim of this work is to show that the addition of the third dimension is useful, and brings extra information, helping in the classification of samples.

The technology, in development since the '70s, had helped refine the classification of lymphomas during the '80s and early '90s, leading to its therapeutic use to tag cancer cells and recruit the body's own immune system to eradicate tumors.

Landsat images in specific have helped in the classification of different landform parameters at a larger scale (Ozesmi and Bauer 2002).