{"doc_desc":{"title":"Vukuzazi Machine Learning Chest X-ray project among individuals aged 15 years and above in rural KwaZulu Natal, South Africa, 2018.","idno":"DDI.AHRI.Vukuzazi.ClinicalData.2018.v1","producers":[{"name":"Africa Health Research Institute","abbreviation":"AHRI","affiliation":"","role":""}]},"study_desc":{"title_statement":{"idno":"AHRI.Vukuzazi.ClinicalData.2018.v1","title":"Vukuzazi Machine Learning Chest X-ray project among individuals aged 15 years and above in rural KwaZulu Natal, South Africa, 2018."},"authoring_entity":[{"name":"Professor Deenan, Pillay","affiliation":"UCL; AHRI"},{"name":"Dr Olivier, Koole","affiliation":"LSHTM; AHRI"},{"name":"Dr. Emily, Wong","affiliation":"AHRI "}],"oth_id":[{"name":"Dr. Kobus, Herbst","affiliation":"AHRI","email":"","role":"Chief Information Officer"},{"name":"Dickman, Gareta","affiliation":"AHRI","email":"","role":"Head of Research Data Management"},{"name":"Jaco, Dreyer","affiliation":"AHRI","email":"","role":"Data management, data cleaning"},{"name":"Tumi, Madolo","affiliation":"AHRI","email":"","role":"Data management, data cleaning"},{"name":"Siyabonga, Nxumalo","affiliation":"AHRI","email":"","role":"Data management, data cleaning"}],"production_statement":{"producers":[{"name":"Africa Health Research Institute","affiliation":"","role":""}],"funding_agencies":[{"name":"Wellcome Trust","abbreviation":"WT","role":"Core funding"}],"grant_no":"097410\/Z\/11\/Z"},"version_statement":{"version":"V1.0.0"},"study_info":{"keywords":[{"keyword":"Tuberculosis","vocab":"Africa Health Research Institute","uri":"www.ahri.org"}],"topics":[{"topic":"Chest x-ray; machine learning; tuberculosis; population health screening","vocab":"Africa Health Research Institute","uri":"www.ahri.org"}],"abstract":"The datasets provided here will be used for devising a machine learning tool to improve upon CAD4TB's triaging of chest x-rays.","coll_dates":[{"start":"2018-05-01","end":"2018-09-30","cycle":""}],"nation":[{"name":"South Africa","abbreviation":"ZA"}],"geog_coverage":"uMkhanyakude district in northern KwaZulu-Natal","analysis_unit":"Each chest x-ray image or images are for a Vukuzazi study participant who had chest x-ray done.\n\nThe clinical data, each record is for a single participant who participated in Vukuzazi and had chest x-ray done.  Some individuals had more than one chest x-ray images and therefore have more than one record.","universe":"Individuals aged 15 years and above who are resident members of households in the AHRI DSS area.","data_kind":"Survey Data"},"method":{"data_collection":{"sampling_procedure":"N\/A.  All individuals aged 15 years and older who are resident members of households in the DSS area are eligible to participate Vukuzazi study.","cleaning_operations":"NA"}}},"schematype":"survey","tags":[{"tag":""}]}