Predicting future community-level ocular Chlamydia trachomatis infection prevalence using serological, clinical, molecular, and geospatial data

Trachoma is an infectious disease characterized by repeated exposures to Chlamydia trachomatis (Ct) that may ultimately lead to blindness. Efficient identification of communities with high infection burden could help target more intensive control efforts. We hypothesized that IgG seroprevalence in c...

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Veröffentlicht in:	PLoS neglected tropical diseases 2022-03, Vol.16 (3), p.e0010273
Hauptverfasser:	Tedijanto, Christine, Aragie, Solomon, Tadesse, Zerihun, Haile, Mahteme, Zeru, Taye, Nash, Scott D, Wittberg, Dionna M, Gwyn, Sarah, Martin, Diana L, Sturrock, Hugh J W, Lietman, Thomas M, Keenan, Jeremy D, Arnold, Benjamin F
Format:	Artikel
Sprache:	eng
Schlagworte:	Age groups Analysis Anti-Bacterial Agents - therapeutic use Antibiotics Antigens Azithromycin Biology and Life Sciences Blindness Care and treatment Child Child, Preschool Children Chlamydia Chlamydia trachomatis Complications and side effects Computer and Information Sciences Context Correlation Development and progression Disease transmission Ethiopia - epidemiology Gaussian process Geospatial data Geostatistics Humans Immunoglobulin G Infant Infant, Newborn Infections Infectious diseases Inflammation Learning algorithms Machine learning Medicine and Health Sciences Methods Nucleotide sequence PCR People and Places Performance prediction Physical Sciences Prevalence Prevention Public health Research and Analysis Methods Risk factors Sanitation Seroepidemiologic Studies Serology Sexually transmitted diseases Spatial data STD Trachoma Trachoma - prevention & control Transmission Tropical diseases
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