Our predictive model, which jointly incorporates VI, tumour grade, histological type, tumour size, HER2 status and Ki-67LI, confers an objective predictive accuracy relative to single predictive factors.
Owing to the extension of the model that we present, this is the first time that breast cancer risk factors have been included in all parts of a statistical growth model which jointly studies tumour growth, screening sensitivity, and time to symptomatic detection.
In this paper, we model the channel heterogeneity and present a cross-layer optimization framework which jointly considers the spectrum sharing and routing with the objective of maximizing the fairness ratio.
In a formal statistical analysis, we used a linear model, which examined jointly all single factors and selected interactions (see Materials and Methods).
A novel topic model called social media Twitter-latent Dirichlet allocation (SM-TwitterLDA) which jointly models five Twitter features, (i.e., text, image, location, timestamp and hashtag) is designed to discover POIs from the sheer amount of tweets.
An optimal ONU-BS placement model was presented in[13], which jointly take BS-User association and resource breakdown assignment into consideration.
A HMM approach which jointly modelled both the scene shots and the highlight level of segmentation is possible and would have yielded better performance.
The first part explains the transformation that is applied to the channel matrix in order to ensure that there exists a dominant connection between the observed variables and their corresponding hidden variables, and the second part explains the operation of the DBN-TE, which jointly models the equalization and decoding stages on a quasi-DAG as defined in the previous section.
To assess the geographical variation in standardized hospitalization ratios, we used the Shared Component Model, which allows to analyze jointly several conditions by decomposing the spatial pattern of each one into two components: one shared by all conditions, and the other that is specific to each one.
It also includes a set of generic and specific algorithms and additional supporting tools, which jointly with the cited models allow the designer to describe and evaluate applications requirements and constraints on specified communication architectures.
The paper advocates, based on biological observations and mathematical modeling, a new strategy of tumor chemotherapy by combination of agents, which jointly protect the balance between the sensitive and resistant phenotypes among cells constituting a tumor.
