Back to search

Article

Modeling <i>Plasmodium falciparum</i> Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 Variants

2020-05-29

Abstract excerpt

Malaria, predominantly caused by Plasmodium falciparum , poses one of largest and most durable health threats in the world. Previously, simplistic regression-based models have been created to characterize malaria rapid diagnostic test performance, though these models often only include a couple genetic factors. Specifically, the Baker et al., 2005 model uses two types of particular repeats in histidine-rich prote...

Topics

Open a Topic to create a Post that cites this publication.

Identifiers and source

Literature Corpus work
42ce7e6b-22ad-562a-9a92-717b14d7c1ba
DOI
10.1101/2020.05.27.20114785
Open publication

Related research

Semantic proximity does not establish scientific evidence.

Click a neighbor to travelStep 1 · 12 closest
Interactive article relationship graphSelect a related publication card to move it into the centre and load its closest explainable connections. Solid lines are source-backed structured connections. Dashed lines are semantic discovery signals and are not scientific evidence.
Modeling <i>Plasmodium falciparum</i> Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 VariantsDOI 10.1101/2020.05.27.20114785
Modeling Plasmodium falciparum Diagnostic Test Sensitivity using Machine Learning with Histidine-Rich Protein 2 VariantsSemantic proximity
Genetic Sequence Variation in the <i>Plasmodium falciparum </i>Histidine-rich Protein 2 Gene from Field Isolates in Tanzania: Impact on Malaria Rapid DiagnosisSemantic proximity
Genetic Variations of Plasmodium Falciparum Histidine-rich Protein 2 and 3 in Assosa Zone, Ethiopia: Its Impact on the Performance of Malaria Rapid Diagnostic TestsSemantic proximity
Novel Plasmodium falciparum histidine-rich protein 2/3 repeat type in Ethiopian malaria infection: does this affect performance of HRP2-based malaria RDT?Semantic proximity
Genetic variation of Plasmodium falciparum histidine-rich protein 2 and 3 in Assosa zone, Ethiopia: its impact on the performance of malaria rapid diagnostic tests.Semantic proximity
Dynamic programming model for pattern recognition on the <i>Pf</i>HRP2 sequence variants: a smart approach to improve malaria immunodiagnosticsSemantic proximity
Emergence and evolution of <i>Plasmodium falciparum</i> histidine-rich protein 2 and 3 deletion mutant parasites in EthiopiaSemantic proximity
Plasmodium falciparum histidine-rich protein 2 (PfHRP2) diversity in GhanaSemantic proximity
Sequence variation in Plasmodium falciparum Histidine Rich Proteins 2 and 3 in Indian isolates: Implications for Malaria Rapid Diagnostic Test Performance.Semantic proximity
Plasmodium falciparum is evolving to escape malaria rapid diagnostic tests in Ethiopia.Semantic proximity
Genetic variation in histidine rich proteins among Indian Plasmodium falciparum population: possible cause of variable sensitivity of malaria rapid diagnostic tests.Semantic proximity
Molecular, Transcriptomic, and Proteomic Characterization of <i>Plasmodium</i> Infections that Evade Detection by Rapid Diagnostic Tests in Mizan Aman, EthiopiaSemantic proximity
Select a neighboring publication to make it the new centre.