This study proposes the Y-YOLOv10 model, which combines Principal Component Analysis (PCA) to reduce the dimensionality of images and the YOLOv10 model for real-time detection, distinguishing 12 types of white blood cells. To enhance the diversity and robustness of training, six public datasets...
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Evaluation of blood smear is a commonly clinical test these days. Most of the time, the hematologists are interested on white blood cells (WBCs) only. Digital image processing techniques can help them in their analysis and diagnosis. For example, disease like acute leukemia is detected based ...
These white blood cells are not fully that age 65 and older. Standard treatments involve developed and are called blasts or leukemia cells. Image chemotherapy and radiotherapy. The survival rates vary by processing technique involved five basic components which age: 85% in children and 50% in ...
Creative video Creative Images & Video Images Creative Editorial Video Creative Editorial Search by image or videoAnimation depicting a microscopic view of a stem cell surrounded by red and white blood cells. - HD stock video Save SAME SERIES View all...
Objective To investigate the accuracy of differential counts of white blood cells(WBC) detected by XE-5000, when WBC parameters could not be classified.Methods 66 cases of blood samples collected from patients with hematopathy(hematophathy group) and 66 cases of blood samples collected from patien...
Image processingMicroscopic image segmentationCell analysisWhite blood cell detectionLeukaemia classificationThe counting and classification of blood cells allow for ... L Putzu,G Caocci,CD Ruberto - 《Artificial Intelligence in Medicine》 被引量: 44发表: 2014年 Image Classification of Human Carcinoma ...
A public ALL image dataset, i.e. ALL-IDB212, is employed in this research for system evaluation. It comprises cropped areas of normal and blast cells obtained from peripheral blood samples of both leukaemia patients and healthy individuals. In comparison with related clustering algorithms and ALL...
The winners of Nikon’s annual Small World photography contest reveal tiny marvels of the natural world that are normally hidden from sight.
Thus, digital image processing plays a significant role in this research area. This paper concerns with developing an efficient automatic system for the identification of acute lymphoblastic leukemia (ALL) cells. The proposed approach involves two steps. The first step focuses on segmenting the white...