Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools: A review

CR Maturana, AD De Oliveira, S Nadal… - Frontiers in …, 2022 - frontiersin.org
Malaria is an infectious disease caused by parasites of the genus Plasmodium spp. It is
transmitted to humans by the bite of an infected female Anopheles mosquito. It is the most …

Application of machine and deep learning algorithms in optical microscopic detection of Plasmodium: A malaria diagnostic tool for the future

C Ikerionwu, C Ugwuishiwu, I Okpala, I James… - Photodiagnosis and …, 2022 - Elsevier
Abstract Machine and deep learning techniques are prevalent in the medical discipline due
to their high level of accuracy in disease diagnosis. One such disease is malaria caused by …

Biocatalysis–Key enabling tools from biocatalytic one-step and multi-step reactions to biocatalytic total synthesis

R Wohlgemuth - New biotechnology, 2021 - Elsevier
In the area of human-made innovations to improve the quality of life, biocatalysis has
already had a great impact and contributed enormously to a growing number of catalytic …

Diagnostic methods for non-falciparum malaria

AM Gimenez, RF Marques, M Regiart… - Frontiers in Cellular and …, 2021 - frontiersin.org
Malaria is a serious public health problem that affects mostly the poorest countries in the
world, killing more than 400,000 people per year, mainly children under 5 years old. Among …

The primate malaria parasites Plasmodium malariae, Plasmodium brasilianum and Plasmodium ovale spp.: genomic insights into distribution, dispersal and host …

HP Fuehrer, S Campino, CJ Sutherland - Malaria journal, 2022 - Springer
During the twentieth century, there was an explosion in understanding of the malaria
parasites infecting humans and wild primates. This was built on three main data sources …

iMAGING: a novel automated system for malaria diagnosis by using artificial intelligence tools and a universal low-cost robotized microscope

CR Maturana, AD de Oliveira, S Nadal… - Frontiers in …, 2023 - frontiersin.org
Introduction Malaria is one of the most prevalent infectious diseases in sub-Saharan Africa,
with 247 million cases reported worldwide in 2021 according to the World Health …

Diagnosis of clinical malaria in endemic settings

R Varo, N Balanza, A Mayor… - Expert Review of Anti …, 2021 - Taylor & Francis
Introduction Malaria continues to be a major global health problem, with over 228 million
cases and 405,000 deaths estimated to occur annually. Rapid and accurate diagnosis of …

Assessing the diagnostic performance of a novel RT-PCR fluorescence method for the detection of human plasmodium species

MB Beyene, S Teshome, Z Terefework, AR Stuitje… - PLoS …, 2022 - journals.plos.org
Background Malaria elimination effort is hampered not only by the lack of effective
medication but also due to the lack of sensitive diagnostic tools to detect infections with low …

Summary of discordant results between rapid diagnosis tests, microscopy, and polymerase chain reaction for detecting Plasmodium mixed infection: a systematic …

M Kotepui, KU Kotepui, G De Jesus Milanez… - Scientific Reports, 2020 - nature.com
Malaria rapid diagnostic tests (RDTs) are widely used to detect malaria parasites among
patients who suspected malaria infections in malaria-endemic areas where microscopy is …

Micro-heterogeneity of transmission shapes submicroscopic malaria carriage in coastal Tanzania

T Rapp, K Amagai, C Sinai, C Basham… - The Journal of …, 2024 - academic.oup.com
Background Asymptomatic carriage of malaria parasites persists even as malaria
transmission declines. Low density infections are often submicroscopic, not detected by …