[HTML][HTML] Detection of anaemia using medical images: A comparative study of machine learning algorithms–A systematic literature review
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 …
women. Anaemia develops when the body's supply of red blood cells declines or when the …
Detection of iron deficiency anemia by medical images: a comparative study of machine learning algorithms
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 …
pregnant women. Anemia occurs when the level of red blood cells within the body …
Iron deficiency anemia detection using machine learning models: A comparative study of fingernails, palm and conjunctiva of the eye images
Anemia is one of the global public health challenges that particularly affect children and
pregnant women. A study by WHO indicates that 42% of children below the age of 6 and …
pregnant women. A study by WHO indicates that 42% of children below the age of 6 and …
Non-invasive detection of anemia using lip mucosa images transfer learning convolutional neural networks
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 …
below normal levels in healthy people. The increase in paleness of the skin might vary …
Real-time non-invasive hemoglobin prediction using deep learning-enabled smartphone imaging
Y Chen, X Hu, Y Zhu, X Liu, B Yi - BMC Medical Informatics and Decision …, 2024 - Springer
Background Accurate measurement of hemoglobin concentration is essential for various
medical scenarios, including preoperative evaluations and determining blood loss …
medical scenarios, including preoperative evaluations and determining blood loss …
[HTML][HTML] Application of machine learning approach for iron deficiency anaemia detection in children using conjunctiva images
Iron deficiency is commonly referred to as anaemia which is a general public health problem
that normally occurs as a result of a reduction in red blood cells which is common in …
that normally occurs as a result of a reduction in red blood cells which is common in …
Anemia detection through non-invasive analysis of lip mucosa images
This paper aims to detect anemia using images of the lip mucosa, where the skin tissue is
thin, and to confirm the feasibility of detecting anemia noninvasively and in the home …
thin, and to confirm the feasibility of detecting anemia noninvasively and in the home …
Non-invasive haemoglobin estimation by observing nail color: A pca based approach
Although conventional laboratory based haemoglobin estimation provides accurate
estimation, however, it is time-consuming, painful, inconvenient in cases of chronic anaemic …
estimation, however, it is time-consuming, painful, inconvenient in cases of chronic anaemic …
A self‐supervised causal feature reinforcement learning method for non‐invasive hemoglobin prediction
L Xu, Y Chen, S Lu, K Zhong, Y Li, B Yi - IET Image Processing, 2024 - Wiley Online Library
Abstract Anemia (hemoglobin (Hb)< 12.0 g/dL) is significantly correlated with many
diseases. An invasive technique is the peripheral blood Hb detection method, which is used …
diseases. An invasive technique is the peripheral blood Hb detection method, which is used …
Non-invasive haemoglobin prediction using nail color features: An approach of dimensionality reduction
Estimation of blood haemoglobin level is essential for evaluating health condition related to
anaemia and its associated diseases. The invasive way of haemoglobin estimation is costly …
anaemia and its associated diseases. The invasive way of haemoglobin estimation is costly …