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Clinical Trial Summary

Counting and classification of blood cells in a bone marrow smear and peripheral blood smear are essential to clinical hematology. To this date, this procedure has been carried out in a manual manner in the great majority of clinical settings. There is often inconsistency in the counting result between different operators largely due to its manual nature. There has not been an effective and standard method for blood smear preparation and automatic counting and classification. The recent advent of deep neural network for medical image processing introduced new opportunities for an effective solution of this long-standing problem. Numerous results have been published on the effectiveness of convolutional neural network in clinical image recognition task.

Clinical Trial Description


Study Design

Related Conditions & MeSH terms

NCT number NCT04551235
Study type Observational
Source National Taiwan University Hospital
Contact Bor-Sheng Ko
Phone 886-0-72651297
Status Recruiting
Start date August 28, 2020
Completion date December 31, 2023

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