{"doc_desc":{"title":"Performance of computer-aided chest radiography for detection of TB in a community-based multimorbidity cohort in rural KwaZulu-Natal","idno":"DDI.AHRI.Vukuzazi.ChestXrayPaperData","producers":[{"name":"Africa Health Research Institute","abbreviation":"AHRI","affiliation":"","role":""}]},"study_desc":{"title_statement":{"idno":"AHRI.Vukuzazi.ChestXrayPaperData","title":"Performance of computer-aided chest radiography for detection of TB in a community-based multimorbidity cohort in rural KwaZulu-Natal"},"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":"Tshwaragang, Modise","affiliation":"AHRI","email":"","role":"Data management, data cleaning"},{"name":"Siyabonga, Nxumalo","affiliation":"AHRI","email":"","role":"Data management, data cleaning"},{"name":"Sweetness, Dube","affiliation":"AHRI","email":"","role":"Data documentalist"}],"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":"2019-05-31","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"}},"data_access":{"dataset_use":{"cit_req":"Pillay, D., Koole, O. and Wong, E. (2020) \u201cPerformance of computer-aided chest radiography for detection of TB in a community-based multimorbidity cohort in rural KwaZulu-Natal.\u201d Africa Health Research Institute (AHRI). doi: 10.23664\/AHRI.VUKUZAZI.CHESTXRAYPAPERDATA","conditions":"The representative of the Receiving Organization agrees to comply with the following conditions:\n\n1. Access to the restricted data will be limited to the Lead Researcher and other members of the research team listed in this request.\n2. Copies of the restricted data or any data created on the basis of the original data will not be copied or made available to anyone other than those mentioned in this Data Access Agreement, unless formally authorized by the Data Archive.\n3. The data will only be processed for the stated statistical and research purpose. They will be used for solely for reporting of aggregated information, and not for investigation of specific individuals or organizations. Data will not in any way be used for any administrative, proprietary or law enforcement purposes. \n4. The Lead Researcher must state if it is their intention to match the restricted microdata with any other micro-dataset. If any matching is to take place, details must be provided of the datasets to be matched and of the reasons for the matching. Any datasets created as a result of matching will be considered to be restricted and must comply with the terms of this Data Access Agreement.\n5. The Lead Researcher undertakes that no attempt will be made to identify any individual person, family, business, enterprise or organization. If such a unique disclosure is made inadvertently, no use will be made of the identity of any person or establishment discovered and full details will be reported to the Data Archive. The identification will not be revealed to any other person not included in the Data Access Agreement.\n6. The Lead Researcher will implement security measures to prevent unauthorized access to licensed microdata acquired from the Data Archive. The microdata must be destroyed upon the completion of this research, unless the Data Archive obtains satisfactory guarantee that the data can be secured and provides written authorization to the Receiving Organization to retain them. Destruction of the microdata will be confirmed in writing by the Lead Researcher to the Data Archive.\n7. Any books, articles, conference papers, theses, dissertations, reports, or other publications that employ data obtained from the Data Archive will cite the source of data in accordance with the citation requirement provided with the dataset.\n8. An electronic copy of all reports and publications based on the requested data will be sent to the Data Archive.\n9. The original collector of the data, the Data Archive, and the relevant funding agencies bear no responsibility for use of the data or for interpretations or inferences based upon such uses.\n10. This agreement will come into force on the date that approval is given for access to the restricted dataset and remain in force until the completion date of the project or an earlier date if the project is completed ahead of time.\n11. If there are any changes to the project specification, security arrangements, personnel or organization detailed in this application form, it is the responsibility of the Lead Researcher to seek the agreement of the Data Archive to these changes. Where there is a change to the employer organization of the Lead Researcher this will involve a new application being made and termination of the original project.\n12. Breaches of the agreement will be taken seriously and the Data Archive will take action against those responsible for the lapse if willful or accidental. Failure to comply with the directions of the Data Archive will be deemed to be a major breach of the agreement and may involve recourse to legal proceedings. The Data Archive will maintain and share with partner data archives a register of those individuals and organizations which are responsible for breaching the terms of the Data Access Agreement and will impose sanctions on release of future data to these parties."}}},"schematype":"survey"}