variation in scanners, acquisition protocols and disease phenotypes; undertake quality control and failure analysis; improve segmentation, feature extraction and prediction pipelines; and establish reproducible validation workflows. You will work closely with radiologists, pulmonary vascular clinicians, clinical scientists and statisticians to link RAIDA‐derived imaging biomarkers with right‐heart catheterisation … including appropriate domain‐adaptation, semi‐supervised or related approaches where these add value. Design and perform rigorous training, testing and hold‐out/external validation, including repeatability, calibration, subgroup performance, bias assessment, quantitative segmentation metrics and clinically relevant diagnostic/prognostic performance measures. Undertake systematic image review, quality control ...