Multidisciplinary approaches to study anaemia with special mention on aplastic anaemia

D Sankar, IR Oviya - International Journal of Molecular …, 2024 - spandidos-publications.com
Anaemia is a common health problem worldwide that disproportionately affects vulnerable
groups, such as children and expectant mothers. It has a variety of underlying causes, some …

Predicting Thalassemia Using Feature Selection Techniques: A Comparative Analysis

M Saleem, W Aslam, MIU Lali, HT Rauf, EA Nasr - Diagnostics, 2023 - mdpi.com
Thalassemia represents one of the most common genetic disorders worldwide,
characterized by defects in hemoglobin synthesis. The affected individuals suffer from …

Machine Learning-Based Prediction of Hemoglobinopathies Using Complete Blood Count Data

A Schipper, M Rutten, A van Gammeren… - Clinical …, 2024 - academic.oup.com
Background Hemoglobinopathies, the most common inherited blood disorder, are frequently
underdiagnosed. Early identification of carriers is important for genetic counseling of …

Deep Maxout Network-based Feature Fusion and Political Tangent Search Optimizer enabled Transfer Learning for Thalassemia Detection

HB Abdalla, A Ahmed, G Li, N Mustafa… - arXiv preprint arXiv …, 2023 - arxiv.org
Thalassemia is a heritable blood disorder which is the outcome of a genetic defect causing
lack of production of hemoglobin polypeptide chains. However, there is less understanding …

ThalNet: Deep Learning for Thalassemia via Blood Image Structure Function Image

K Wiratchawa, T Petiwathayakorn… - … on Circuits/Systems …, 2024 - ieeexplore.ieee.org
Thalassemia, a genetic blood disorder, stems from faulty synthesis of a-or ß-globin subunits
of hemoglobin, resulting in chronic hemolytic anemia. Diagnosis via complete blood cell …

Ascertaining Genetics of β—Thalassemia and Sickle Cell Disease Using Machine Learning Heuristics

P Aswathi, SR Anjana, S Kumar, G Singh, S Kapoor… - 2024 - preprints.org
Hemoglobinopathies are a group of disorders in which the hemoglobin molecule has
abnormal production or structure. The hemoglobin molecules in red blood cells (RBC) are …

[PDF][PDF] Haemoglobinopathies: A Review on Statistical Modelling Perspective (Haemoglobinopathies: Statistical Modelling Techniques)

JK Angeline, HG Jennifer - 2023 - researchgate.net
Haemoglobinopathies indicate a group of monogenic disorders. The prevalence of
Haemoglobinopathies differs based on geographical regions and is higher in tropical …

[PDF][PDF] Ascertaining Genetics of Beta-Thalassemia and Sickle Cell Disease using Molecular Techniques and Machine Learning Heuristics

P Aswathi, SR Anjana, R Somesh Kumar… - researchgate.net
A collection of blood illnesses affecting red blood cells are called hemoglobinopathies.
Hemoglobin, a protein found in blood cells, transports oxygen throughout the body and …