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Example Of Siemens: Just Breaking The Eleventh Commandment Case Study
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Metrics details. Steel is the material of choice for a large number and very diverse industrial applications. Surface qualities along with other properties are the most important quality parameters, particularly for flat-rolled steel products. Traditional manual surface inspection procedures are awfully inadequate to ensure guaranteed quality-free surface. To ensure stringent requirements of customers, automated vision-based steel surface inspection techniques have been found to be very effective and popular during the last two decades. Considering its importance, this paper attempts to make the first formal review of state-of-art of vision-based defect detection and classification of steel surfaces as they are produced from steel mills. It is observed that majority of research work has been undertaken for cold steel strip surfaces which is most sensitive to customers' requirements.
Review of vision-based steel surface inspection systems
The Senior Staff Biostatistician will be responsible for providing technical expertise in biostatistics and to lead statistical evaluations of analytical and clinical validation studies for new in vitro diagnostics devices developed by Siemens Healthineers Laboratory Diagnostics. The role will interact cross-functionally with members of Clinical Affairs, Data Management, Medical Affairs, Regulatory Affairs and Global Assay Development to ensure high quality of data and analysis results used in regulatory submissions. The role will leverage knowledge and experience in the areas of statistical techniques and programming to support product development goals within the Laboratory Diagnostics Division. This is an ideal role for candidates who are highly motivated, detail-oriented, have strong problem solving and scientific thinking skills, a collaborative mindset, and enthusiasm for topics related to biostatistics, data analysis, programming, presentation of data, and biological science. A willingness to share this enthusiasm with colleagues and to have fun is a must for our team.