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Finally, earlier and more precise definition of the extent of systemic metastases may improve selection of patients for surgery or chemotherapy and may lead to improved outcomes by more timely commencement of treatment.
Hence, identifying secondary traits contributing to drought resistance may improve selection efficiency.
Filling the gaps outlined for very early progression may improve selection of patients with DCIS for adjuvant radiotherapy or endocrine therapies, while avoiding unnecessary treatment in others.
Genomic selection (GS) may improve selection response over conventional pedigree-based selection if markers capture more detailed information than pedigrees in recently domesticated tree species and/or make it more cost effective.
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In the era of personalized medicine, biopsies may also improve selection of patients for targeted therapy trials.
9, 10 To improve quality of life and patient clinical outcomes, the selection of patients who would benefit from EGFR-I is of paramount importance, and testing of KRAS may help to improve selection of these patients.
Bootstrap aggregating may improve variable selection if the underlying selection process is not too unstable due to small sample size and if one is mainly interested in reducing the false discovery rate.
Quantitative assessment of the pretreatment liver function and its segmental distribution, using hepatobiliary scintigraphy may improve patient selection and treatment planning.
The measurement of aerosol deposition from nebulisers can be performed using a simple and widely available methodology, and may improve nebuliser selection in CF patients.
These studies suggest that the addition of MRI/3D-MRSI data to prostate-specific antigen and biopsy data may improve patient selection and risk stratification for chemoprevention trials, improve tissue sampling for ex vivo molecular marker analysis, and provide shorter-term endpoints in chemoprevention trials.
In addition, recent studies have shown that prescreening may improve feature selection accuracy [ 25].
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