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However, the markers selected at each binary partition with TSP or k-TSP are not necessarily the best marker set to separate all the classes since they are selected based on their differentiating ability to separate the largest class from the composite class at the node.
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Stem cells appear to be an excellent candidate for this purpose, based on their ability to differentiate into various connective tissue lineages.
The multilineage potential of T-MPCs was shown based on their ability to differentiate into multiple mesenchymal lineages, including fat, bone, and cartilage.
In our case, we want to first differentiate graph nodes based on their cluster ID; then differentiate the nodes based on their equivalence class (see below).
This study used first- and second-order statistics (GLC Mand RLM) and also the wavelet transform method to derive texture parameters that were then selected based on their discriminative value in differentiating cysts from haemangiomas and subsequently used in the computer-assisted classification algorithm.
We further selected SNPs based on their anticipated ability to differentiate between the two putative populations identified previously, prioritizing SNPs that displayed the greatest difference in minor allele frequencies (ΔMAF).
Recalling that mobile call graphs show high clustering coefficient, and thus are locally dense, one can differentiate links based on their position in the network.
Alternate questionnaires for RLS diagnosis, such as the Cambridge-Hopkins questionnaire [ 58], have been suggested as an alternative to the 4 screening questions based on their ability to better differentiate disorders that could mimic RLS [ 59].
Companies like Moves differentiate themselves based on their own unique movement data interpretation algorithms, which turn info gathered from sensors built into devices like accelerometers into user-friendly stats like steps taken, calories burned and more.
What Fox would say is that his company has developed a technology that's based on identifying and differentiating between drones based on their unique radio frequency signatures.
We report here an important application of this strategy in differentiating mammalian cells based on their surface glycan signatures.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com