An automated draft report generator for peripheral blood smear examinations based on complete blood count parameters

Young Gon Kim, Jung Ah Kwon, Yeonsook Moon, Seong Jun Park, Sangwook Kim, Hyun A. Lee, Sun-Young Ko, Eun Ah Chang, Myung-Hyun Nam, Chae Seung Lim, Soo-Young Yoon

Research output: Contribution to journalArticle

Abstract

Background: Complete blood count (CBC) results play an important role in peripheral blood smear (PBS) examinations. Many descriptions in PBS reports may simply be translated from CBC parameters. We developed a computer program that automatically generates a PBS draft report based on CBC parameters and age- and sex-matched reference ranges. Methods: The Java programming language was used to develop a computer program that supports a graphical user interface. Four hematology analyzers from three different laboratories were tested: Sysmex XE-5000 (Sysmex, Kobe, Japan), Sysmex XN-9000 (Sysmex), DxH800 (Beckman Coulter, Brea, CA, USA), and ADVIA 2120i (Siemens Healthcare Diagnostics, Eschborn, Germany). Input data files containing 862 CBC results were generated from hematology analyzers, middlewares, or laboratory information systems. The draft reports were compared with the content of input data files. Results: We developed a computer program that reads CBC results from a data file and automatically writes a draft PBS report. Age- and sex-matched reference ranges can be automatically applied. After examining PBS, users can modify the draft report based on microscopic findings. Recommendations such as suggestions for further evaluations are also provided based on morphological findings, and they can be modified by users. The program was compatible with all four hematology analyzers tested. Conclusions: Our program is expected to reduce the time required to manually incorporate CBC results into PBS reports. Systematic inclusion of CBC results could help improve the reliability and sensitivity of PBS examinations.

Original languageEnglish
Pages (from-to)512-517
Number of pages6
JournalAnnals of Laboratory Medicine
Volume38
Issue number6
DOIs
Publication statusPublished - 2018 Jan 1

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Report generators
Blood Cell Count
Blood
Information Storage and Retrieval
Hematology
Software
Reference Values
Clinical Laboratory Information Systems
Programming Languages
Computer program listings
Germany
Japan
Java programming language
Delivery of Health Care

Keywords

  • Complete blood count
  • Draft report generator
  • Peripheral blood smear

ASJC Scopus subject areas

  • Clinical Biochemistry
  • Biochemistry, medical

Cite this

An automated draft report generator for peripheral blood smear examinations based on complete blood count parameters. / Kim, Young Gon; Kwon, Jung Ah; Moon, Yeonsook; Park, Seong Jun; Kim, Sangwook; Lee, Hyun A.; Ko, Sun-Young; Chang, Eun Ah; Nam, Myung-Hyun; Lim, Chae Seung; Yoon, Soo-Young.

In: Annals of Laboratory Medicine, Vol. 38, No. 6, 01.01.2018, p. 512-517.

Research output: Contribution to journalArticle

Kim, Young Gon ; Kwon, Jung Ah ; Moon, Yeonsook ; Park, Seong Jun ; Kim, Sangwook ; Lee, Hyun A. ; Ko, Sun-Young ; Chang, Eun Ah ; Nam, Myung-Hyun ; Lim, Chae Seung ; Yoon, Soo-Young. / An automated draft report generator for peripheral blood smear examinations based on complete blood count parameters. In: Annals of Laboratory Medicine. 2018 ; Vol. 38, No. 6. pp. 512-517.
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abstract = "Background: Complete blood count (CBC) results play an important role in peripheral blood smear (PBS) examinations. Many descriptions in PBS reports may simply be translated from CBC parameters. We developed a computer program that automatically generates a PBS draft report based on CBC parameters and age- and sex-matched reference ranges. Methods: The Java programming language was used to develop a computer program that supports a graphical user interface. Four hematology analyzers from three different laboratories were tested: Sysmex XE-5000 (Sysmex, Kobe, Japan), Sysmex XN-9000 (Sysmex), DxH800 (Beckman Coulter, Brea, CA, USA), and ADVIA 2120i (Siemens Healthcare Diagnostics, Eschborn, Germany). Input data files containing 862 CBC results were generated from hematology analyzers, middlewares, or laboratory information systems. The draft reports were compared with the content of input data files. Results: We developed a computer program that reads CBC results from a data file and automatically writes a draft PBS report. Age- and sex-matched reference ranges can be automatically applied. After examining PBS, users can modify the draft report based on microscopic findings. Recommendations such as suggestions for further evaluations are also provided based on morphological findings, and they can be modified by users. The program was compatible with all four hematology analyzers tested. Conclusions: Our program is expected to reduce the time required to manually incorporate CBC results into PBS reports. Systematic inclusion of CBC results could help improve the reliability and sensitivity of PBS examinations.",
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