[HTML][HTML] A review of microscopic analysis of blood cells for disease detection with AI perspective
Background Any contamination in the human body can prompt changes in blood cell
morphology and various parameters of cells. The minuscule images of blood cells are …
morphology and various parameters of cells. The minuscule images of blood cells are …
Analysis of red blood cells from peripheral blood smear images for anemia detection: a methodological review
N KT, K Prasad, BMK Singh - Medical & biological engineering & …, 2022 - Springer
Anemia is a blood disorder which is caused due to inadequate red blood cells and
hemoglobin concentration. It occurs in all phases of life cycle but is more dominant in …
hemoglobin concentration. It occurs in all phases of life cycle but is more dominant in …
An automated method for counting red blood cells using image processing
In healthcare, blood testing is observed to be as one of the most significant medical
examination tests. In pathology labs, different types of blood cells are counted to diagnose …
examination tests. In pathology labs, different types of blood cells are counted to diagnose …
Identification of abnormal red blood cells and diagnosing specific types of anemia using image processing and support vector machine
Blood is an important liquid that supports performs important functions for human. The
general components of human blood are RBCs, WBCs, plasma, and platelets. Whereas …
general components of human blood are RBCs, WBCs, plasma, and platelets. Whereas …
An Ensemble Models for the Prediction of Sickle Cell Disease from Erythrocytes Smears
INTRODUCTION: The human blood as a collection of tissues containing Red Blood Cells
(RBCs), circular in shape and acting as an oxygen carrier, are frequently deformed by …
(RBCs), circular in shape and acting as an oxygen carrier, are frequently deformed by …
DCBC_DeepL: Detection and Counting of Blood Cells Employing Deep Learning and YOLOv5 Model
Blood cell identification and counting is critical for doctors and physicians nowadays in order
to diagnose and treat a variety of disorders. Platelet identification and counting are …
to diagnose and treat a variety of disorders. Platelet identification and counting are …
Automatic classification of erythrocytes using artificial neural networks and integral geometry-based functions
Y Paz-Soto, S Herold-Garcia… - 2020 33rd SIBGRAPI …, 2020 - ieeexplore.ieee.org
The red blood cell deformation caused by disorders like sickle cell disease can be assessed
by observing blood samples under a microscope. This manual process is cumbersome and …
by observing blood samples under a microscope. This manual process is cumbersome and …
[PDF][PDF] Analysis of morphological changes in erythrocytes in malaria by shape descriptors prior to and after antimalarial drugs.
M Edison, JB Jeeva, M Singh - Current Science (00113891), 2024 - researchgate.net
In this study, malarial patients (n= 80) were treated for three days with artesunate and
amodiaquine (ASAQ). Twenty healthy individuals in a similar age range were chosen as the …
amodiaquine (ASAQ). Twenty healthy individuals in a similar age range were chosen as the …
Sickle cell segmentation and classification for thalassemia aid diagnosis
Background: Thalassemia is a hereditary blood disease in which abnormal red blood cells
(RBCs) carry insufficient oxygen throughout the body. Conventional methods of thalassemia …
(RBCs) carry insufficient oxygen throughout the body. Conventional methods of thalassemia …
[PDF][PDF] Detection and classification of abnormal red blood cells with computational intelligence techniques: a review
Red blood cells (RBCs), or erythrocytes, are usually disc-shaped. However, pathological
conditions can change their shape. The complete blood count (CBC) is a test that can detect …
conditions can change their shape. The complete blood count (CBC) is a test that can detect …