Evaluation of Scopio Labs X100 Full Field PBS: The first high‐resolution full field viewing of peripheral blood specimens combined with artificial intelligence‐based morphological analysis

• Published in: International journal of laboratory hematology 2021-12, Vol.43 (6), p.1408-1416
• Main Authors: Katz, Ben‐Zion, Feldman, Michael D., Tessema, Minychel, Benisty, Dan, Toles, Grace Stewart, Andre, Alicia, Shtreker, Bronka, Paz, Fatima Maria, Edwards, Joshua, Jengehino, Darrin, Bagg, Adam, Avivi, Irit, Pozdnyakova, Olga
• Format: Article
• Language: English
• Subjects: Accuracy; Artificial Inteligence; Artificial Intelligence; Blood Cell Count - methods; Blood Cells - cytology; Blood Cells - pathology; Blood platelets; blood smear; Cell recognition; Humans; Image Processing, Computer-Assisted - methods; laboratory automation; Microscopy; Microscopy - methods; Morphology; Original; ORIGINAL ARTICLES; Peripheral blood; Platelets; Reproducibility of Results
• ISSN: 1751-5521; 1751-553X
• DOI: 10.1111/ijlh.13681

Background Current digital cell imaging systems perform peripheral blood smear (PBS) analysis in limited regions of the PBS and require the support of manual microscopy without achieving full digital microscopy. We report a multicenter study that validated the Scopio Labs X100 Full Field PBS, a novel digital imaging system that utilizes a full field view approach for cell recognition and classification, in a decision support system mode. Methods We analyzed 335 normal and 310 abnormal PBS from patients with various clinical conditions and compared the performance of Scopio's Full Field PBS as the test method, with manual PBS analysis as the reference method. Deming regression analysis was utilized for comparisons of WBC and platelet estimates. Measurements of WBC and platelet estimation accuracy along with the agreement on RBC morphology evaluation were performed. Reproducibility and repeatability (R&R) of the system were also evaluated. Results Scopio's Full Field PBS WBC accuracy was evaluated with an efficiency of 96.29%, sensitivity of 87.86%, and specificity of 97.62%. The agreement between the test and reference method for RBC morphology reached 99.77%, and the accuracy for platelet estimation resulted in an efficiency of 94.89%, sensitivity of 90.00%, and specificity of 96.28%, with successful R&R tests. The system enabled a comprehensive review of full field PBS as shown in representative samples. Conclusions Scopio's Full Field PBS showed a high degree of correlation of all tested parameters with manual microscopy. The novel full field view of specimens facilitates the long‐expected disengagement between the digital application and the manual microscope.