MATLAB algorithm and VHDL modules for morphologic detection, recognition and classification of cells in clinical analysis for implementation on FPGAs: its design and development
Laboratory tests and clinical analysis is a must to confirm or reject some medical diagnosis. Common analytical fields of knowledge are: Hematology, Clinical biochemistry, Urology, Microbiology among others. This work is for the clinical field of Hematology where detection of immature leukocytes on...
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| Tipo de recurso: | tesis de maestría |
| Estado: | Versión aceptada para publicación |
| Fecha de publicación: | 2010 |
| País: | México |
| Institución: | Instituto Nacional de Astrofísica, Óptica y Electrónica |
| Repositorio: | Repositorio Institucional del INAOE |
| Idioma: | inglés |
| OAI Identifier: | oai:inaoe.repositorioinstitucional.mx:1009/594 |
| Acceso en línea: | http://inaoe.repositorioinstitucional.mx/jspui/handle/1009/594 |
| Access Level: | acceso abierto |
| Palabra clave: | info:eu-repo/classification/Procesamiento de imagen médica/Medical imagen processing info:eu-repo/classification/Field programmable gate arrays/Field programmable gate arrays info:eu-repo/classification/Reconocimiento de patrones/Pattern recognition info:eu-repo/classification/cti/1 info:eu-repo/classification/cti/22 info:eu-repo/classification/cti/2203 |
| Sumario: | Laboratory tests and clinical analysis is a must to confirm or reject some medical diagnosis. Common analytical fields of knowledge are: Hematology, Clinical biochemistry, Urology, Microbiology among others. This work is for the clinical field of Hematology where detection of immature leukocytes on peripheral blood sample is part of a clinical test of relevance for detection of certain types of cancer. Hematologists distinguish metamyelocytes by their characteristic kidney shape and band Neutrophils by C or S shape of their nucleus. This work focuses on the development of an algorithm in MATLAB, for detection, recognition and classification of abnormal White Blood Cells (WBC) in peripheral blood samples and implementation of some VHDL modules in a FPGA; with the purpose to ease future applications in devices for clinical analysis. Development and implementation could contribute to improve some devices, like blood analyzers based on microscopy augmented images. |
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