MIDTERM: AI Cell Counting (5)

Coulter Blood Cell Counter

Which is listed as a fully automated system?

Reticulocyte percentage

Which parameter is listed among those measurable by modern automated counters?

The basic blood profile

What does the term hemogram refer to in the notes?

Bone marrow

What does myelogram refer to?

0.9% sodium chloride (NaCl)

Which electrically conductive medium is listed for automated counting?

24 hours

What is the stated stability of a leukocyte sample collected in ethylenediaminetetraacetic acid (EDTA)?

Artificial Intelligence

AI stands for:

Rapid, accurate, standardized counting

What is a major advantage of AI-integrated automated cell counting compared with traditional manual counting?

Image acquisition

What is the first listed AI component in cell counting?

Digital cameras capture high-resolution images of blood cells

What happens during AI image acquisition?

Identify individual cells automatically

What is the purpose of AI cell detection?

RBCs, WBCs, platelets, and abnormal cells

Which group of cells is explicitly listed as classifiable by AI?

Size, shape, and color

Which feature can AI recognize in red blood cells (RBCs)?

Nuclear morphology and granules

Which features are listed for AI recognition of white blood cells (WBCs)?

Number and size

Which features are listed for AI recognition of platelets?

Blast cells, atypical lymphocytes, and immature cells

Which abnormal cells are specifically mentioned as AI-recognizable?

Differentiate neutrophils, lymphocytes, monocytes, eosinophils, and basophils

What can AI do in an assisted differential count?

Flag blast cells

Which additional capability can AI provide during a differential count?

Excellent

Compared with manual counting, AI-assisted counting is described as having what reproducibility?

Lower

Compared with manual counting, AI-assisted counting has what human-error level?

Bone marrow examination with automated cell recognition

Which is an AI application in hematology listed?

Standardization

Which benefit of AI integration refers to consistent interpretation across laboratories?

Dependence on image quality

Which AI limitation is specifically linked to poor-quality images?

AI assists but does not replace Medical Technologists and Pathologists

Which statement best reflects the notes' position on AI and professionals?

Deep learning for rare cell detection

Which emerging trend is listed for future AI development in hematology?