[PDF][PDF] A systematic review on automatic detection of plasmodium parasite

AS Sumi, HA Nugroho, R Hartanto - International Journal of Engineering …, 2021 - core.ac.uk
Plasmodium parasite is the main cause of malaria which has taken many lives. Some
research works have been conducted to detect the Plasmodium parasite automatically. This …

A combination of optimized threshold and deep learning-based approach to improve malaria detection and segmentation on PlasmoID dataset

HA Nugroho, R Nurfauzi - FACETS, 2023 - facetsjournal.com
Malaria is a life-threatening parasitic disease transmitted to humans by infected female
Anopheles mosquitoes. Early and accurate diagnosis is crucial to reduce the high mortality …

[PDF][PDF] An Intelligent Classification System for Trophozoite Stages in Malaria Species

SNAM Kanafiah, MY Mashor, Z Mohamed… - Intell. Autom. Soft …, 2022 - cdn.techscience.cn
Malaria is categorised as a dangerous disease that can cause fatal in many countries.
Therefore, early detection of malaria is essential to get rapid treatment. The malaria …

Robust Image Processing Framework for Intelligent Multi-Stage Malaria Parasite Recognition of Thick and Thin Smear Images

TA Aris, ASA Nasir, WA Mustafa, MY Mashor… - Diagnostics, 2023 - mdpi.com
Malaria is a pressing medical issue in tropical and subtropical regions. Currently, the
manual microscopic examination remains the gold standard malaria diagnosis method …

Malaria parasite segmentation using U-Net: Comparative study of loss functions

JB Abraham - Communications in Science and Technology, 2019 - cst.kipmi.or.id
The convolutional neural network is commonly used for classification. However,
convolutional networks can also be used for semantic segmentation using the fully …

Saturation channel extraction of HSV color space for segmenting Plasmodium parasite

HA Nugroho, RD Goratama… - IOP Conference Series …, 2021 - iopscience.iop.org
Malaria is one of the dangerous diseases in the world. Despite it has been decreased every
year, the number of patients for this disease is still reasonably a lot. Technical problems that …

Detection of malaria parasites in thin red blood smear using a segmentation approach with U-Net

A Nautre, HA Nugroho, EL Frannita… - 2020 3rd international …, 2020 - ieeexplore.ieee.org
Malaria is infected by Plasmodium parasite which was a plague in many countries in the
world. An alternative way to decrease the number of deaths caused by malaria parasites …

Optimization of General Threshold Value for Preprocessing in Plasmodium Parasites Detection

HA Nugroho, R Nurfauzi - JOIV: International Journal on Informatics …, 2023 - joiv.org
The high mortality rate of malaria makes it a severe disease that spreads throughout all-
region by infected female Anopheles mosquitoes, especially in tropical countries. Accurate …

[PDF][PDF] Robust Image Processing Framework for Intelligent Multi-Stage Malaria Parasite Recognition of Thick and Thin Smear Images. Diagnostics 2023, 13, 511

TA Aris, ASA Nasir, WA Mustafa, MY Mashor… - 2023 - media.malariaworld.org
Malaria is a pressing medical issue in tropical and subtropical regions. Currently, the
manual microscopic examination remains the gold standard malaria diagnosis method …