Back to search

Article

External Validation of a Web- and Artificial Intelligence-Based HIV/STI Risk Assessment Tool: Performance Evaluation Using Data from Sydney Sexual Health Centre

2025-06-09

Abstract excerpt

<title>Abstract</title> <p> Introduction HIV and sexually transmitted infections (STIs) continue to pose significant public health challenges globally. <italic>MySTIRisk</italic> , developed at Melbourne Sexual Health Centre (MSHC), is a machine learning-based tool that predicts individual risk for HIV, syphilis, gonorrhoea, and chlamydia using demographic and behavioural data. While initial validation showed...

Topics

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

Identifiers and source

Literature Corpus work
a92be389-95ab-551d-95b7-c5928b1f62ec
DOI
10.21203/rs.3.rs-6757880/v1
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.
External Validation of a Web- and Artificial Intelligence-Based HIV/STI Risk Assessment Tool: Performance Evaluation Using Data from Sydney Sexual Health CentreDOI 10.21203/rs.3.rs-6757880/v1
Building Gender-Specific Sexually Transmitted Infection Risk Prediction Models Using CatBoost Algorithm and NHANES DataSemantic proximity
HIV risk score and prediction model in the United States: A Scoping Review ProtocolSemantic proximity
Implementing a clinical pathway for diagnosing and treating acute HIV infection among key populations attending sexual health clinics in Indonesia: cohort profile of the INTERACT studySemantic proximity
Enabling a Learning Public Health System: Enhanced Surveillance of HIV and Other Sexually Transmitted InfectionsSemantic proximity
Missed opportunities for HIV testing among those who accessed sexually transmitted infection (STI) services, tested for STIs and diagnosed with STIs: a systematic review and meta-analysis.Semantic proximity
Sexually transmitted infections in Belgian general practices: a nationwide continuing surveillance study, data from 2015 to 2020Semantic proximity
Sexually transmitted infection knowledge levels, socio-demographic characteristics and sexual behaviour among men who have sex with men: results from a cross-sectional survey in Nairobi, KenyaSemantic proximity
Sexually Transmitted Infections Among Patients on Antiretroviral Treatment at Adama Hospital Medical College, Adama, EthiopiaSemantic proximity
Infectious vaginitis among women seeking reproductive health services at a sexual and reproductive health facility in Kampala, UgandaSemantic proximity
Understanding dynamics and overlapping epidemiologies of HIV, HSV-2, chlamydia, gonorrhea, and syphilis in sexual networks of men who have sex with menSemantic proximity
A Novel Point-Of-Care Cytokine Biomarker Lateral Flow Test for the Screening for Sexually Transmitted Infections and Bacterial Vaginosis: Study Protocol of a Multi-Centre Multi-Disciplinary Prospective Clinical Study to Evaluate the Performance and Feasibility of the Genital Inflammation Test (GIFT)Semantic proximity
Epidemiology of Sexually Transmitted Infections: Trends among Patients Screened for Sexually Transmitted Infections in Rwandan Health Facilities 2014-2020Semantic proximity
Select a neighboring publication to make it the new centre.