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Using these networks as entities on which the metastatic disease of individual patients evolve, we hypothesise that we may make retrograde predictions of primary cancer types given a sequence of metastases and anterograde predictions of future sites of metastasis.
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Combined application of FSP + CVHI + inflammatory cytokine is of potential for risk prediction of primary stroke.
The model enables the prediction of primary, secondary and tertiary creep until failure as well as time-to-failure.
This work presents a new two-phase capillary pressure/saturation model for application to the prediction of primary drainage and imbibition relations in fractional wettability media.
SMART™ primary drying end point estimates were accurate in the majority of the experiments, but showed an over prediction of primary cycle time when the product did not fully achieve steady state conditions before the first MTM measurement was performed.
Using >650 records of experimentally validated steroid hormone response elements, a high sensitivity level of 73% and high specificity level of one prediction per 8.24 kb is reached, allowing this model to be used for further prediction of primary target genes through the analysis of their upstream promoters, for human or other vertebrate genomes of interest.
Based on the prediction of primary responses we decapitated animals after 3 hours.
The study suggested that the somatic mutation information is useful for prediction of primary tumor sites.
The results demonstrate that the somatic mutation information is useful for prediction of primary tumor sites with machine learning modeling.
Prediction of primary metabolic pathways and transporters suggests that endosymbionts consume host metabolites like citrate, but might deliver some amino acids and cofactors to the host.
This study represents the first large-scale prediction of primary tumor site using comprehensive, publicly available somatic mutations through a machine learning approach.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com