Instance Segmentation of Multiple Myeloma Cells Using Deep-Wise Data Augmentation and Mask R-CNN

Instance Segmentation of Multiple Myeloma Cells Using Deep-Wise Data Augmentation and Mask R-CNN

Multiple myeloma is a condition of cancer in the bone marrow that can lead to dysfunction of the body and fatal expression in the patient. Manual microscopic analysis of abnormal plasma cells, also known as multiple myeloma cells, is one of the most commonly used diagnostic methods for multiple myel...

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Bibliographic Details
Main Authors: May Phu Paing, Adna Sento, Toan Huy Bui, Chuchart Pintavirooj
Format: Article
Language:English
Published: MDPI AG 2022-01-01
Series:Entropy
Subjects:
multiple myeloma
plasma cells
deep learning
Mask R-CNN
data augmentation
Online Access:https://www.mdpi.com/1099-4300/24/1/134

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https://www.mdpi.com/1099-4300/24/1/134

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