کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
7134540 1461854 2016 10 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Mechatronic system for performing blood pre-transfusion tests
ترجمه فارسی عنوان
سیستم مکاترونیک برای انجام آزمایش خون قبل از انتقال
کلمات کلیدی
تعریف نوع خون انسان، گرفتن و تجزیه و تحلیل داده ها، تجزیه و تحلیل تصویر، سیستم مکاترونیک،
موضوعات مرتبط
مهندسی و علوم پایه شیمی الکتروشیمی
چکیده انگلیسی
The blood types determination is essential to perform safe blood transfusions. In emergency situations is administrated the “universal donor” blood type. However, sometimes, this blood type can cause incompatibilities in the transfusion receptor. A mechatronic prototype was developed to solve this problem. The prototype was built to meet specific goals, incorporating all the necessary components. The obtained solution is close to the final system that will be produced later, at industrial scale, as a medical device. The prototype is a portable and low cost device, and can be used in remote locations. A computer application, previously developed is used to operate with the developed mechatronic prototype, and obtain automatically test results. It allows image acquisition, processing and analysis, based on Computer Vision algorithms, Machine Learning algorithms and deterministic algorithms. The Machine Learning algorithms enable the classification of occurrence, or alack of agglutination in the mixture (blood/reagents), and a more reliable and a safer methodology as test data are stored in a database. The work developed allows the administration of a compatible blood type in emergency situations, avoiding the discontinuity of the “universal donor” blood type stocks, and reducing the occurrence of human errors in the transfusion practice.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Sensors and Actuators A: Physical - Volume 246, 1 August 2016, Pages 81-90
نویسندگان
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