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Essentially, the methods were compared with respect to their ability to find an identifiable subset of model parameters for each of the three pathway models.
Conversely, there may be an identifiable subset of older patients with stable weight who may be followed without initiating pharmacological therapy.
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The nucleoli of Purkinje neurons were measured as they are an easily identifiable subset of neurons within the cerebellum that predominantly contain only a single nucleolus in adult mice.
We test our method on three publicly available gene expression datasets and achieve significantly lower error rate for a substantial identifiable subset of patients.
The phrase seemed to indicate that there is such a thing as a "nasty woman," an identifiable subset, that should never be in the White House.
Interestingly, although our data suggest that there is no significant change in the composition of high-abundance proteins between early and late OA, we identify distinct patterns of protein expression within OA patients that suggests identifiable subsets of disease that are independent of disease duration.
This figure shows the relationships among a sample of vertebrate lineages, all of which have been evolving for exactly the same amount of time, even if some lineages have undergone more change or more branching than others or if some taxonomically identifiable subsets of those lineage (e.g., teleost fishes) arose earlier than others (e.g., mammals).
This suggests that there may be identifiable subsets of patients who respond differently to IFN β and/or GA.
This study contributes to this nascent field of research by analyzing data from a large randomized trial of acupuncture for chronic low back pain [ 17] in order to determine if there are identifiable subsets of patients who were especially likely to benefit from acupuncture.
To this end, a methodology based on model simulations is used that employs three statistical methods: (i) Monte-Carlo procedure: to find proper initial conditions, (ii) Identifiability analysis: to find an identifiable parameter subset of the fuzzy controller and (iii) minimization algorithm: to fine-tune the identifiable parameter subset of the controller.
There is a need for tools to help clinicians to identify subsets of patients for whom this kind of therapy is likely to have particularly favourable/unfavourable effect, using readily identifiable clinical and laboratory factors.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com