Cell Selection-based Data Reduction Pipeline for Whole Slide Image Analysis of Acute Myeloid Leukemia
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)(2022)
Key words
biomedical research,multigigabyte WSIs,patch-based solutions,manual examinations,cytological inspections,alternative scheme,clinical expertise,selection process,clinically relevant areas,bone marrow smear dataset,22-gigapixel images,novel pipeline,unsupervised methodologies,single-cell regions,multiple medically crucial Acute Myeloid Leukemia predictions,manual annotation effort,cell selection-based data reduction pipeline,Whole Slide image analysis,Slide Images,digital pathology,deep learning
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