A high-resolution large-scale dataset of pathological and normal white blood cells
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F23%3A10252931" target="_blank" >RIV/61989100:27240/23:10252931 - isvavai.cz</a>
Result on the web
<a href="http://10.1038/s41597-023-02378-7" target="_blank" >http://10.1038/s41597-023-02378-7</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1038/s41597-023-02378-7" target="_blank" >10.1038/s41597-023-02378-7</a>
Alternative languages
Result language
angličtina
Original language name
A high-resolution large-scale dataset of pathological and normal white blood cells
Original language description
Microscopic examination plays a significant role in the initial screening for a variety of hematological, as well as non-hematological, diagnoses. Microscopic blood smear examination that is considered a key diagnostic technique, is in recent clinical practice still performed manually, which is not only time consuming, but can lead to human errors. Although automated and semi-automated systems have been developed in recent years, their high purchasing and maintenance costs make them unaffordable for many medical institutions. Even though much research has been conducted lately to explore more accurate and feasible solutions, most researchers had to deal with a lack of medical data. To address the lack of large-scale databases in this field, we created a high-resolution dataset containing a total of 16027 annotated white blood cells. Moreover, the dataset covers overall 9 types of white blood cells, including clinically significant pathological findings. Since we used high-quality acquisition equipment, the dataset provides one of the highest quality images of blood cells, achieving an approximate resolution of 42 pixels per 1 & mu;m.
Czech name
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Czech description
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Classification
Type
J<sub>imp</sub> - Article in a specialist periodical, which is included in the Web of Science database
CEP classification
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OECD FORD branch
30205 - Hematology
Result continuities
Project
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Continuities
S - Specificky vyzkum na vysokych skolach
Others
Publication year
2023
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Name of the periodical
Scientific data
ISSN
2052-4463
e-ISSN
2052-4463
Volume of the periodical
10
Issue of the periodical within the volume
1
Country of publishing house
GB - UNITED KINGDOM
Number of pages
5
Pages from-to
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UT code for WoS article
001032143600001
EID of the result in the Scopus database
2-s2.0-85165390593