CLiP, catheter and line position dataset
Jennifer S. N. Tang, Jarrel Seah, Adil Zia, Jay Gajera, R. Schlegel, Aaron J. N. Wong, Dayu Gai, Shu Su, Tony Bose, Marcus L. Kok, Alex Jarema, George Harisis, Chris‐Tin Cheng, Helen Kavnoudias, Wayland Wang, Anouk Stein, George Shih, Frank Gaillard, Andrew Dixon, Meng Law
Abstract
Correct catheter position is crucial to ensuring appropriate function of the catheter and avoid complications. This paper describes a dataset consisting of 50,612 image level and 17,999 manually labelled annotations from 30,083 chest radiographs from the publicly available NIH ChestXRay14 dataset with manually annotated and segmented endotracheal tubes (ETT), nasoenteric tubes (NET) and central venous catheters (CVCs).
Topics & Concepts
CatheterCentral venous catheterComputer sciencePosition (finance)MedicineRadiologyFinanceEconomicsCOVID-19 diagnosis using AILung Cancer Diagnosis and TreatmentCentral Venous Catheters and Hemodialysis