منابع مشابه
Automated image analysis for high-content screening and analysis.
The field of high-content screening and analysis consists of a set of methodologies for automated discovery in cell biology and drug development using large amounts of image data. In most cases, imaging is carried out by automated microscopes, often assisted by automated liquid handling and cell culture. Image processing, computer vision, and machine learning are used to automatically process h...
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Warehouse automation has progressed at a rapid pace over the last decade. While the tendency has been to implement fully automated solutions, most warehouses today exist as a mixture of manually operated and fully automated material handling sections. In such a hybrid warehouse, men and machines move around goods in between sections in order to retrieve, transport and stack goods according to t...
متن کاملA Method of Automated Nonparametric Content Analysis for Social Science
The increasing availability of digitized text presents enormous opportunities for social scientists. Yet hand coding many blogs, speeches, government records, newspapers, or other sources of unstructured text is infeasible. Although computer scientists have methods for automated content analysis, most are optimized to classify individual documents, whereas social scientists instead want general...
متن کاملAutomated analysis of high‐content microscopy data with deep learning
Existing computational pipelines for quantitative analysis of high-content microscopy data rely on traditional machine learning approaches that fail to accurately classify more than a single dataset without substantial tuning and training, requiring extensive analysis. Here, we demonstrate that the application of deep learning to biological image data can overcome the pitfalls associated with c...
متن کاملUse of Automated Content Analysis Techniques for Event Image Assessment
Noel Scott Lecturer, School of Tourism and Leisure Management, University of Queensland. e-mail: [email protected] Andrew E. Smith Senior Research Officer, ARC Key Centre for Human Factors and Applied Cognitive Psychology, The University of Queensland, Queensland, Australia 4072. e-mail: [email protected] This department is devoted to research reports, notes, conference résumés a...
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ژورنال
عنوان ژورنال: DOCA - Database of Variables for Content Analysis
سال: 2021
ISSN: 2673-8597
DOI: 10.34778/1b