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Finally, the designed algorithms must be robust in order to handle the experimental errors due to noises.
On the other hand, the UMA and repeated measures ANOVA approaches are not able to handle the experimental units with missing observations.
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RW handled the experimental design and critical review of the manuscript.
CS handled the experimental design, data interpretation, and the preparation of the manuscript.
PR handled the experimental design, data interpretation, composition, and critical review of the manuscript.
OM handled the experimental design, data collection, interpretation, and composition of the manuscript.
After 2 weeks of last treatment, all rats in the experimental groups were sacrificed under ether anesthesia according to the ethical rules for handling the experimental animals.
We have got an ethical approval from Zoology Department, Faculty of Science, Tanta University, according to the ethical rules for handling the experimental animals.
This study was carried out in accordance to the ethical rules for handling the experimental animals, Hygiene Department, Faculty of Veterinary Medicine, Assiut University, Egypt.
We followed the guidelines of the CAU Animal Care and Use Committee in handling the experimental animals during this study.
As the names suggest, SIMS is designed to collect phenotypical, environmental and technical information about samples, while AIMS handles the experimental data from high-throughput assays.
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