AI Assisted Detection of Chest X-Rays

"The reading will be done remotely via the Report and Image Quality Control site (www.RAIQC.com), an online platform allowing medical imaging viewing and reporting. Participants can work from any location, but the work must be done from a computer with internet access. For avoidance of doubt, the work cannot be performed from a phone or tablet.~The project is divided into two phases and participants are required to complete both phases. The estimated total involvement in the project is up to 20-24 hours.~Phase 1: Time allowed: 2 weeks~\- Review 500 chest X-rays and express a clinical opinion through a structured reporting template (multiple choice, no open text required).~Rest/washout period of 2 weeks.~Phase 2 - Time allowed: 2 weeks~\- Review 500 chest X-rays together with an AI report for each case and express your clinical opinion through the same structured reporting template used in Phase A."

Two consultant thoracic radiologists will independently review the images to establish the 'ground truth' findings on the CXRs, where a consensus is reached this will then be used as the reference standard. In the case of disagreement, a third senior thoracic radiologist's opinion (\>20 years experience) will undertake arbitration. A difficulty score will be assigned to each abnormality by the ground truthers using a 4-point Likert scale (1 being easy/obvious to 4 being hard/poorly visualised).