AHRI.Vukuzazi.ChestXrayPaperData
Performance of computer-aided chest radiography for detection of TB in a community-based multimorbidity cohort in rural KwaZulu-Natal
| Name | Country code |
|---|---|
| South Africa | ZA |
The datasets provided here will be used for devising a machine learning tool to improve upon CAD4TB's triaging of chest x-rays.
Survey Data
Each chest x-ray image or images are for a Vukuzazi study participant who had chest x-ray done.
The 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.
V1.0.0
| Topic | Vocabulary | URI |
|---|---|---|
| Chest x-ray; machine learning; tuberculosis; population health screening | Africa Health Research Institute | www.ahri.org |
uMkhanyakude district in northern KwaZulu-Natal
Individuals aged 15 years and above who are resident members of households in the AHRI DSS area.
| Name | Affiliation |
|---|---|
| Professor Deenan, Pillay | UCL; AHRI |
| Dr Olivier, Koole | LSHTM; AHRI |
| Dr. Emily, Wong | AHRI |
| Name |
|---|
| Africa Health Research Institute |
| Name | Role |
|---|---|
| Wellcome Trust | Core funding |
| Name | Affiliation | Role |
|---|---|---|
| Dr. Kobus, Herbst | AHRI | Chief Information Officer |
| Dickman, Gareta | AHRI | Head of Research Data Management |
| Jaco, Dreyer | AHRI | Data management, data cleaning |
| Tshwaragang, Modise | AHRI | Data management, data cleaning |
| Siyabonga, Nxumalo | AHRI | Data management, data cleaning |
| Sweetness, Dube | AHRI | Data documentalist |
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.
| Start | End |
|---|---|
| 2018-05-01 | 2019-05-31 |
NA
The representative of the Receiving Organization agrees to comply with the following conditions:
Pillay, D., Koole, O. and Wong, E. (2020) “Performance of computer-aided chest radiography for detection of TB in a community-based multimorbidity cohort in rural KwaZulu-Natal.” Africa Health Research Institute (AHRI). doi: 10.23664/AHRI.VUKUZAZI.CHESTXRAYPAPERDATA
DDI.AHRI.Vukuzazi.ChestXrayPaperData
| Name |
|---|
| Africa Health Research Institute |