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Normal bone marrow biopsy [5].

Normal bone marrow biopsy [5].

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Fig. 1. Normal bone marrow biopsy [5].
Fig. 2. (a) PV patient show a hypercellular marrow as a result of an...
Fig. 3. The flow of the study.
Fig. 4. Sample BMT image augmentation output using (a) rotate between...
+4 Fig. 5. CNN architecture for classification of MPN disease.
Hyperparameter Tuning in Deep Learning Approach for Classification of Classical Myeloproliferative Neoplasm
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  • Aug 2022
Histopathology images are an essential resource for defining biological compositions or examining the composition of cells and tissues. The analysis of histopathology images is also crucial in supporting different class of disease including for rare disease like Myeloproliferative Neoplasms (MPN). Despite technological advancement in diagnostic too...
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... are three main types of hematopoietic cells and each produces a different group of blood cells [5]. Cells from all three lineages, namely erythroid, granulocytic and megakaryocytic are found in normal BM biopsy as shown in Figure 1. The relative incidence of discrimination features according to WHO morphological criteria generating the histological pattern in performing BM biopsy specimens. ...