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Malaria, caused by a blood parasite of the genus plasmodium, kills millions of people each year. According to the World Health Organization, the standard for malaria diagnosis is microscopic examination of a stained blood film. We have developed a two-stage algorithm for the automatic detection of plasmodia in thick blood films. The focus of the first stage is on high detection sensitivity while accepting...
For medical diagnosis, blood is an indispensable indicator for a wide variety of diseases, i.e. hemic, parasitic and sexually transmitted diseases. A robust detection and exact segmentation of white blood cells (leukocytes) in stained blood smears of the peripheral blood provides the base for a fully automated, image based preparation of the so called differential blood cell count in the context of...
Analyzing bone marrow is an important task for diagnosing diseases like certain types of leukemia and anemia. There are many different cell types in bone marrow. A certain ratio of these types is characteristic for a healthy human. Each deviation from that ratio is a significant indicator for diseases. Until now determining the ratio is done manually by an expert by counting and classifying the cells...
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