independent validation
Identification of SERPINA1 as single marker for papillary thyroid carcinoma through microarray meta analysis and quantification of its discriminatory power in independent validation
... Nevertheless we believe to have shown that there still is a great deal of information to be discovered in the wealth of DNA microarray data deposited in databases like ArrayExpress and GEO [11,12]. As shown in the ...
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A machine learning model for the prediction of survival and tumor subtype in pancreatic ductal adenocarcinoma from preoperative diffusion-weighted imaging
... The independent validation cohort included 30 pa- tients who underwent MRI on a 3-T clinical positron emis- sion tomography MRI scanner (Biograph mMR, release VB18, Siemens Healthineers, Erlangen, Germany) ...
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Prediction of wheat milling characteristics by near infrared reflectance spectroscopy
... The aim of this study was to explore the use of NIR spectroscopy of laboratory milled flour to predict the milling characteristics of wheat. Quantitative traits of the milling process of wheat were predicted by analyses ...
7
Seismic Analysis of the Armenian Nuclear Power Plant (K242)
... the independent validation of the geo-technical data at the NPP site and their influence on the interaction of structures and soil during an earthquake, the acceptance of procedures and criteria for the ...
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nRC: non-coding RNA Classifier based on structural features
... we (i) created a ncRNAs vs. local topological features Boolean matrix as input data and (ii) adopted a DL architecture for classification. To demonstrate the effective- ness of the proposed approach, we first compared ...
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Measurement of starch and soluble solid content in papaya using near infrared spectroscopy
... by independent validation set ...and validation for starch and soluble solid content ...of validation of calibrationmodels for both starch and soluble solid content, ...
5
Application of PCA ANN models to spectrophotometric data for quantitative analysis of a hydrochlorothiazide and amiloride hydrochlorothiazide in pharmaceutical formulations
... Figure 2 shows the absorption spectra for HCT and AMH and their mixture in methanol + water mixture. A concentration set of 28 mixture solutions consisting of HCT and AMH in the concentration range of 5.0 - 35 and 0.5 – ...
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Uncovering a Role for the Tail of the Dictyostelium discoideum SadA Protein in Cell-Substrate Adhesion
... provide independent validation of possible SadA binding of these candidate proteins (Abp50 and CtxA), Western blot analysis was used to identify proteins associated with wild-type and mutant GST-tail ...
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Assessment of internal quality attributes of mandarin fruit. 2. NIR calibration model robustness
... The independent validation population (Population M) was divided into 2 sets, two-thirds used for validation and the remainder used for sample addition to the calibration ...
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Estimation of Nonparametric Multiple Regression Measurement Error Models with Validation Data
... In this article, we develop estimation approaches for nonparametric multiple regression mea- surement error models when both independent validation data on covariables and primary data on the response ...
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Identification and validation of the methylation biomarkers of non-small cell lung cancer (NSCLC)
... for validation study in the Chinese population were ob- tained from 150 patients who underwent pulmonary resec- tion for primary NSCLC at Changhai Hospital, Shanghai, ...
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scPred: accurate supervised method for cell type classification from single cell RNA seq data
... scPred is a generalized method for classifying a single cell based on its transcriptional data. The method uses a combination of decomposing the variance structure of a gene expression matrix to identify limited ...
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Quantitative assessment of the diagnostic role of APC promoter methylation in non-small cell lung cancer
... Two independent reviewers (Guo, Tan) screened the titles and abstracts derived from the literature search to identify relevant studies. The following types of studies were excluded: animal experiments, case ...
11
Validation of a proposed WOMAC short form for patients with hip osteoarthritis
... many validation studies [11,25], in the current study, whenever possible, we ana- lyzed separate samples to compensate for this problem as much as ...new independent sample of patients with hip OA and in ...
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A novel gene expression signature based model for prediction of response to Tripterysium glycosides tablet for rheumatoid arthritis patients
... This hypothesis-generating study identified MX1, OASL, SPINK1, CRK, GRAPL and RNF2 as novel targets for RA therapeutic intervention, and the PLS model based on their expression levels may have the potential prognos- tic ...
14
Lessons Learned from Practical Independent Verification and Validation Based on IEEE 1012
... This form is focused on providing rapid feedback of V & V results in the development process and is perform- ed by an organization that is financially and managerially independent of the development ...
6
The Genetic Basis of Composite Spike Form in Barley and ‘Miracle-Wheat’
... Figure 4 Transcriptome analysis of com2.g using microarray and independent qRT-PCR, as well as model of putative COM2 interactions. (A) Heat map of genes conjointly down-regulated in the BW-NIL(com2.g) mutant as ...
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Maximising independent model validation effectiveness for Aegon
... this validation quandary, firms can manage model risk by determining their model risk appetite and create awareness of model risk amongst model developers, model output users, and ...
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Association between childhood invalidation and borderline personality symptoms: self-construal and conformity as moderating factors
... assessing independent self-construal and interdependent self-construal ...of independent self-construal was derived by subtracting scores from the interdependence self-construal subscale from scores from ...
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Independent verification and validation of an industrial simulation model
... The independent verification and validation (IV&V) of simulation models is largely restricted to applications in the military and public policy ...
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