Research graph
References from PvSeroApp and SeroTrackR: An automated pipeline for Plasmodium vivax malaria serological analyses and machine learning classification of recent exposure. Local targets link to admitted publications; unresolved targets remain external evidence.
10.30875/9789287074560
10.30875/9789287074560 · 2025 · External reference
The biology and pathogenesis of vivax malaria.
10.1016/j.pt.2024.04.015 · 2024 · External reference
Development and validation of serological markers for detecting recent Plasmodium vivax infection.
10.1038/s41591-020-0841-4 · 2020 · External reference
Naturally acquired antibody responses to more than 300 Plasmodium vivax proteins in three geographic regions.
10.1371/journal.pntd.0005888 · 2017 · External reference
Hidden Biomass of Intact Malaria Parasites in the Human Spleen.
10.1056/nejmc2023884 · 2021 · External reference
Naturally acquired antibody kinetics against Plasmodium vivax antigens in people from a low malaria transmission region in western Thailand.
10.1186/s12916-022-02281-9 · 2022 · External reference
Acquisition and Longevity of Antibodies to Plasmodium vivax Preerythrocytic Antigens in Western Thailand.
10.1128/cvi.00501-15 · 2016 · External reference
Serological Markers Predict Plasmodium vivax Relapses in Returning Indonesian Soldier Cohorts.
10.64898/2026.06.08.26355218 · 2026 · External reference
Protocol for IgG Antibody Measurements against Plasmodium vivax serological exposure markers using a Luminex assay.
10.12688/verixiv.3463.1 · 2026 · External reference
An optimised serological machine learning model enabling targeted test-and-treat for Plasmodium vivax malaria.
10.64898/2026.08.09.26355326 · 2026 · External reference
G6PD Deficiency Prevalence and Estimates of Affected Populations in Malaria Endemic Countries: A Geostatistical Model-Based Map.
10.1371/journal.pmed.1001339 · 2012 · External reference
Use of primaquine and glucose-6-phosphate dehydrogenase deficiency testing: Divergent policies and practices in malaria endemic countries.
10.1371/journal.pntd.0006230 · 2018 · External reference
Analytical approaches for antimalarial antibody responses to confirm historical and recent malaria transmission: an example from the Philippines.
10.1016/j.lanwpc.2023.100792 · 2023 · External reference
Machine-learning-algorithms-based diagnostic model for influenza A in children.
10.1097/md.0000000000036406 · 2023 · External reference
Diagnostic Classification of Cases of Canine Leishmaniasis Using Machine Learning.
10.3390/s22093128 · 2022 · External reference
Posit Service Terms of Use.
2025 · External reference
covidClassifyR.
2022 · External reference
A comparison of non-magnetic and magnetic beads for measuring IgG antibodies against Plasmodium vivax antigens in a multiplexed bead-based assay using Luminex technology (Bio-Plex 200 or MAGPIX).
10.1371/journal.pone.0238010 · 2020 · External reference
SerolyzeR: Reading, Quality Control and Preprocessing of MBA (Multiplex Bead Assay) Data.
10.32614/cran.package.serolyzer · 2025 · External reference
drLumi: An open-source package to manage data, calibrate, and conduct quality control of multiplex bead-based immunoassays data analysis.
10.1371/journal.pone.0187901 · 2017 · External reference
R: A Language and Environment for Statistical Computing.
2024 · External reference
devtools: Tools to Make Developing R Packages Easier.
10.32614/cran.package.devtools · 2025 · External reference
dplyr: A Grammar of Data Manipulation.
2023 · External reference
Dose-Response Analysis Using R.
10.1371/journal.pone.0146021 · 2015 · External reference
DT: A Wrapper of the JavaScript Library “DataTables.”.
10.32614/cran.package.dt · 2025 · External reference
forcats: Tools for Working with Categorical Variables (Factors).
2025 · External reference
10.1007/978-3-319-24277-4
10.1007/978-3-319-24277-4 · 2016 · External reference
here: A Simpler Way to Find Your Files.
2025 · External reference
janitor: Simple Tools for Examining and Cleaning Dirty Data.
10.32614/cran.package.janitor · 2024 · External reference
magrittr: A Forward-Pipe Operator for R.
2025 · External reference
openxlsx: Read, Write and Edit xlsx Files.
2025 · External reference
parsnip: A Common API to Modeling and Analysis Functions.
2025 · External reference
10.1201/9780429447273
10.1201/9780429447273 · 2020 · External reference
purrr: Functional Programming Tools.
2025 · External reference
ranger: A Fast Implementation of Random Forests for High Dimensional Data in C++ and R.
10.18637/jss.v077.i01 · 2017 · External reference
readxl: Read Excel Files.
2025 · External reference
10.1201/9781138359444
10.1201/9781138359444 · 2018 · External reference
10.1201/9781003097471
10.1201/9781003097471 · 2020 · External reference
shiny: Web Application Framework for R.
2025 · External reference
shiny.fluent: Microsoft Fluent UI for Shiny Apps.
2024 · External reference
stringr: Simple, Consistent Wrappers for Common String Operations.
2025 · External reference
tidyr: Tidy Messy Data.
2024 · External reference
waiter: Loading Screen for “Shiny.”.
2022 · External reference
workflows: Modeling Workflows.
2025 · External reference
Bio-Plex® Validation Kit 4.0.
2026 · External reference
MAGPIX® User Manual.
2021 · External reference
