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"The ABS is confident that all 14 notifications could have been prevented by improved infrastructure; removing the need for manual processing and intervention that is currently undertaken".
The rapidly changing test rosters and complex analysis platforms in molecular diagnostics have meant that many clinical laboratories still use labor-intensive manual processing and testing without the level of automation seen in high-volume chemistry and hematology testing.
However, with an ever increasing number of patent applications, manual processing and curation on such a large scale becomes even more challenging.
Although automated searches can assist in the initial stages of a study like this, careful manual processing and scrutiny is absolutely essential for obtaining reliable results.
Due to significant limitations in imaging (i.e., low specificity and similar appearances between normal and abnormal tissue), manual processing and computing the aforementioned metrics are still too time-consuming and difficult.
As the number of rules increases, there are fewer and fewer exceptions that require manual processing and corrections, but the rules to handle these exceptions generally become more complex.
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As described earlier in the text, electron microscopy images are inherently noisy owing to variations in the samples (e.g. different age), in the manual processing steps and in the image acquisition process.
However, the massive amounts of image data generated via high‐throughput screening require enormous manual processing time and effort, restricting the practical use of such an assay.
Despite the fact that the coordination of the e-waste recycling is well organized in family-based small business units, the manual processing methods and the deposition of the e-waste have contributed to the contamination by heavy metals in the living environment.
However, the total number of publications for all these topics and species is great and their manual processing would be tedious and time consuming.
Suh cited errors in every phase of lab work — "errors in identification, errors in quality control, bad chromatography, manual processing, deleted data and other rule violations".
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