Non-invasive Anemia Detection from Conjunctival Images

R Ferdousi, N Mabruba, F Laamarti, A El Saddik… - … Conference on Smart …, 2022 - Springer
Anemia is a worldwide health issue. To diagnose anemia, blood must be drawn to examine
the hemoglobin level. The procedure is time-consuming and labor-intensive. The existing …

Neural network based non‐invasive method to detect anemia from images of eye conjunctiva

P Jain, S Bauskar… - International Journal of …, 2020 - Wiley Online Library
Detection of anemia can be done by examining the hemoglobin concentration level in the
blood using complete blood count, which is an invasive, time‐consuming, and costly …

Breaking Boundaries in Diagnosis: Non-Invasive Anemia Detection Empowered by AI

SA Wulandari, H Al Azies, M Naufal… - IEEE …, 2024 - ieeexplore.ieee.org
This article evolved because several instances of anemia are still discovered too late,
especially in communities with limited medical resources and access to laboratory tests …

A Machine Learning Method to Screen Anemia From Conjunctiva Images Taken by Smartphone

SH Elgohary, ZA Mohamed… - … Africa Conference on …, 2022 - ieeexplore.ieee.org
Anemia is one of the most common health issues in third world countries. According to the
World Health Organization (WHO), nearly a quarter of the human population suffers from …

Non-Invasive mHealth Application for Detecting Anemia from Conjunctiva Images

MM Rahman, OF Tasnim, SSA Ullah… - 2023 7th …, 2023 - ieeexplore.ieee.org
Anemia, which is defined by a lack of red blood cells or hemoglobin, is a widespread issue
in global health that has far-reaching effects. An accurate and timely diagnosis of Anemia is …

A Systematic Approach to Predict Anemia from Eye Conjunctiva Images

NB Noor, UA Oyshi, A Das… - 2023 26th International …, 2023 - ieeexplore.ieee.org
Anemia is a health condition that occurs when there is insufficient hemoglobin (Hb) in the
bloodstream. Although not usually lethal in mild cases, in severe cases, it can be life …

Automated Anemia Classification and Hemoglobin Level Prediction using Deep CNN and GLCM Features of Palpebral Conjunctiva Images

C Bhusham, AKR Poreddy… - 2023 IEEE 7th …, 2023 - ieeexplore.ieee.org
Anemia is a common medical condition affecting millions worldwide, particularly in
developing countries. Early detection of anemia is crucial for prompt treatment and …

[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 …

[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 …

A Deep Learning-based System for Detecting Anemia from Eye Conjunctiva Images taken from a Smartphone

Pallavi, B Basumatary, R Shukla, R Kumar… - IETE Technical …, 2024 - Taylor & Francis
Anemia is a severe health condition commonly prevalent among women of reproductive age
and children below five years. Screening patients before the condition becomes critical and …