Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review.
Anemia is a blood disorder which is caused due to inadequate red blood cells and hemoglobin concentration. It occurs in all phases of life cycle but is more dominant in pregnant women and infants. According to the survey conducted by the World Health Organization (WHO) (McLean et al., Public Health...
| Publicado en: | Medical & Biological Engineering & Computing Vol. 60; no. 9; pp. 2445 - 2463 |
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| Autores principales: | , , |
| Formato: | review Journal Article |
| Publicado: |
Springer Nature
Sep2022
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| Acceso en línea: | Ver este registro en EBSCOhost |
| fields | @attributes: recordID: 1 pdfLink: plink: https://search.ebscohost.com/login.aspx?direct=true&db=ccm&AN=158447325&site=ehost-live header: @attributes: shortDbName: ccm uiTerm: 158447325 longDbName: CINAHL Complete uiTag: AN controlInfo: bkinfo: dissinfo: jinfo: jid: 01400118 PO0 jtl: Medical & Biological Engineering & Computing issn: 01400118 maglogo: N pubinfo: dt: Sep2022 vid: 60 iid: 9 pid: 237 pub: Springer Nature place: New York, New York artinfo: ui: 158447325 158447325 NLM35838854 158447325 10.1007/s11517-022-02614-z NLM35838854 158447325 ppf: 2445 ppct: 18 formats: fmt: – @attributes: type: T – @attributes: type: P tig: atl: Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review. aug: au: K.T., Navya Prasad, Keerthana Singh, Brij Mohan Kumar affil: Manipal Institute of Technology, Manipal Academy of Higher Education, 576104, Manipal, India sug: subj: Erythrocytes Anemia Diagnosis Erythrocyte Count Pregnancy Hematologic Tests Methods Image Processing, Computer Assisted Methods Female Female ab: Anemia is a blood disorder which is caused due to inadequate red blood cells and hemoglobin concentration. It occurs in all phases of life cycle but is more dominant in pregnant women and infants. According to the survey conducted by the World Health Organization (WHO) (McLean et al., Public Health Nutr 12(4):444-454, 2009), anemia affects 1.62 billion people constituting 24.8% of the population and is considered the world's second leading cause of illness. The Peripheral Blood Smear (PBS) examination plays an important role in evaluating hematological disorders. Anemia is diagnosed using PBS. Being the most powerful analytical tool, manual analysis approach is still in use even though it is tedious, prone to errors, time-consuming and requires qualified laboratorians. It is evident that there is a need for an inexpensive, automatic and robust technique to detect RBC disorders from PBS. Automation of PBS analysis is very active field of research that motivated many research groups to develop methods using image processing. In this paper, we present a review of the methods used to analyze the characteristics of RBC from PBS images using image processing techniques. We have categorized these methods into three groups based on approaches such as RBC segmentation, RBC classification and detection of anemia, and classification of anemia. The outcome of this review has been presented as a list of observations. pubtype: Academic Journal doctype: review Journal Article ougenre: Article language: English refInfo: holdings: @attributes: islocal: N |
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