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Importantly, the DLDA30 is a validated gene expression based predictor of response to taxanes and anthracyclines, as well as to 5-fluorouracil and cyclophosphamide [ 9, 10, 12].
We conclude that concept profile similarity is a significantly better literature based predictor of PPIs than co-occurrence based methods.
These sequences were used to perform a TBLASTN (v2.2.19) search and GeneWise (v2.2.0) was used as a homology based predictor of gene structure [ 75].
The preservation and ecological management of grasslands in Australia is a high conservation priority and utilising landscape and societal based predictors of threat can help set priorities for the protection and management of sites.
Such transcriptional diversity could be the reason why developing gene-expression based predictors of chemotherapy sensitivity for basal-like cancer has been unexpectedly difficult [ 17, 18].
We find that gene expression based predictors of ALS (versus healthy controls) have moderate predictive accuracy (80%).
Taken together, these data suggest that response to neoadjuvant chemotherapy (pCR/RD) provides a relevant clinical model to develop and validate gene signature based predictors of breast tumor response to chemotherapy.
In this project, we developed a Taguchi Grey based predictor to forecast the demand value of electricity on line.
The web-based predictor of the amino acid compositions (http://folk.uib.no/agoncear/GC_AA/) calculates amino acid frequencies using the tradeoff model (described in Results section) and individual linear regressions for each residue type.
In order to improve the method performance and including also the possibility of predicting variations associated to different disease types in the same protein, we implemented different SVM based predictors taking advantage of the results described above.
CGH data may improve the power of gene expression based predictors [ 57].
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