[HTML][HTML] Detection of anaemia using medical images: A comparative study of machine learning algorithms–A systematic literature review

JW Asare, P Appiahene, ET Donkoh - Informatics in Medicine Unlocked, 2023 - Elsevier
Background Anaemia is a global public health challenge that affects children and pregnant
women. Anaemia develops when the body's supply of red blood cells declines or when the …

[HTML][HTML] An intelligent non-invasive system for automated diagnosis of anemia exploiting a novel dataset

G Dimauro, ME Griseta, MG Camporeale… - Artificial Intelligence in …, 2023 - Elsevier
Anemia is a condition in which the oxygen-carrying capacity of red blood cells is insufficient
to meet the body's physiological needs. It affects billions of people worldwide. An early …

Towards an Accessible, Noninvasive Micronutrient Status Assessment Method: A Comprehensive Review of Existing Techniques

A Balch, MA Cardei, S Kranz, A Doryab - arXiv preprint arXiv:2408.11877, 2024 - arxiv.org
Nutrients are critical to the functioning of the human body and their imbalance can result in
detrimental health concerns. The majority of nutritional literature focuses on macronutrients …

[HTML][HTML] Detection of anemia using conjunctiva images: A smartphone application approach

P Appiahene, EJ Arthur, S Korankye, S Afrifa… - Medicine in Novel …, 2023 - Elsevier
Anemia is one of the public health issues that affect children and pregnant women globally.
Anemia occurs when the level of red blood cells within the body is reduced. Detecting …

[HTML][HTML] CP-AnemiC: A​ conjunctival pallor dataset and benchmark for anemia detection in children

P Appiahene, K Chaturvedi, JW Asare… - Medicine in Novel …, 2023 - Elsevier
Anemia is a universal public health issue, which occurs as the result of a reduction in red
blood cells. This disease is common among children in Africa and other developing …

A portable smartphone-based hemoglobin point-of-care testing platform for accurate anemia diagnostics

Q Fu, T Qi, Z Wu, Y He, S Guan, S Luo, Q Zhang… - Biosensors and …, 2022 - Elsevier
Anemia affects over 2 billion people worldwide, with the heaviest burden borne by women
and children. At present, anemia is diagnosed by measuring hemoglobin (Hb) levels, which …

Feasibility of smartphone colorimetry of the face as an anaemia screening tool for infants and young children in Ghana

TA Wemyss, M Nixon-Hill, F Outlaw, A Karsa, J Meek… - Plos one, 2023 - journals.plos.org
Background Anaemia affects approximately a quarter of the global population. When
anaemia occurs during childhood, it can increase susceptibility to infectious diseases and …

Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks

S Mahmud, M Mansour, TB Donmez, M Kutlu… - Frontiers in big …, 2023 - frontiersin.org
Anemia is defined as a drop in the number of erythrocytes or hemoglobin concentration
below normal levels in healthy people. The increase in paleness of the skin might vary …

Non-invasive hemoglobin estimation from conjunctival images using deep learning

B Çuvadar, H Yılmaz - Medical Engineering & Physics, 2023 - Elsevier
Hemoglobin, a crucial protein found in erythrocytes, transports oxygen throughout the body.
Deviations from optimal hemoglobin levels in the blood are linked to medical conditions …

Prediction of anemia using facial images and deep learning technology in the emergency department

A Zhang, J Lou, Z Pan, J Luo, X Zhang… - Frontiers in Public …, 2022 - frontiersin.org
Background According to the WHO, anemia is a highly prevalent disease, especially for
patients in the emergency department. The pathophysiological mechanism by which anemia …