The phrase "as validation with" is not correct and may lead to confusion in written English.
It is unclear and lacks proper context, making it difficult to determine its intended meaning.
Example: "The results were presented as validation with the previous studies, but the connection was not clear."
Alternatives: "as confirmation with" or "as verification alongside".
The results of mutation screening by HRM technology in both experiments, initial and repeat, as well as the validation with sequencing for frozen samples are displayed in Table 2. HRM experiments were repeated on all the samples with evidence of a putative mutation on the HRM curve, and also in a subset of negative samples.
Each dataset was split to 60% for hyper-parameters tuning using fivefold cross validation and the rest 40% was used as validation set, with the experiments repeated three times for each dataset.
As a validation with an independent technique, we confirmed the circadian expression detected by RNA-seq for two of the genes, Stx2 and Uba6, also by quantitative real-time PCR (qPCR).
This method can be applied for the modelling of a system and can serve as validation when compared with first-law modelling.
Rigour was ensured through extensive data collection, constant monitoring of analysis and interpretations, as well as validation of findings with participants following the interviews [ 37].
However, microarray data is notorious for its unreliable reproducibility of DEGs across platforms and laboratories, as well as validation problems associated with prognostic signatures [ 6].
In particular, the notorious lack of reproducibility of lists of detected genes across platforms and laboratories, as well as validation problems associated with prognostic signatures, is frequently attributed to this "flaw" of microarray technology [ 1, 2].
However, for lesions that cannot be approximated to spheres, our PVE correction approach should be used carefully and it needs optimization (e.g., new RC from nonspherical objects) as well as validation (e.g., with anthropomorphic phantoms including nonspherical objects).
The present paper focuses precisely on the detailed discussion of such numerical techniques, as well as on its rigorous validation with the experimental results obtained by Lajeunesse et al. (2004).
Two additional patient cohorts (n = 1,991) were used as an external validation, with the comprehensive model again outperforming the model using stage alone with regards to prognostic stratification and the three evaluated metrics.
