An End-to-End Pipeline for Early Diagnosis of Acute Promyelocytic Leukemia Based on a Compact CNN Model

An End-to-End Pipeline for Early Diagnosis of Acute Promyelocytic Leukemia Based on a Compact CNN Model

Timely microscopy screening of peripheral blood smears is essential for the diagnosis of acute promyelocytic leukemia (APL) due to the occurrence of early death (ED) before or during the initial therapy. Screening manually is time-consuming and tedious, and may lead to missed diagnosis or misdiagnos...

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Bibliographic Details
Main Authors: Yifan Qiao, Yi Zhang, Nian Liu, Pu Chen, Yan Liu
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Diagnostics
Subjects:
acute promyelocytic leukemia
convolutional neural networks
early diagnosis
pipeline
real cases validation
Online Access:https://www.mdpi.com/2075-4418/11/7/1237

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