Detection of iron deficiency anemia by medical images: a comparative study of machine learning algorithms.

ABSTRACT:

Background

Anemia is one of the global public health problems that affect children and pregnant women. Anemia occurs when the level of red blood cells within the body decreases or when the structure of the red blood cells is destroyed or when the Hb level in the red blood cell is below the normal threshold, which results from one or more increased red cell destructions, blood loss, defective cell production or a depleted sum of Red Blood Cells.

Methods

The method used in this study is divided into three phases: the datasets were gathered, which is the palm, pre-processed the image, which comprised; Extracted images, and augmented images, segmented the Region of Interest of the images and acquired their various components of the CIE L*a*b* colour space (also referred to as th

SUBMITTER: Appiahene P 

PROVIDER: S-EPMC9875467 | biostudies-literature | 2023 Jan

REPOSITORIES: biostudies-literature