Artificial Intelligence to Assist in Exclusion of Coronary Atherosclerosis during CCTA Evaluation of Chest-Pain in the Emergency Department: Preparing an Application for Real-World Use

Autor: White, Richard D., Erdal, Barbaros S., Demirer, Mutlu, Gupta, Vikash, Bigelow, Matthew T., Dikici, Engin, Candemir, Sema, Galizia, Mauricio S., Carpenter, Jessica L., Donnell, Thomas P. O, Halabi, Abdul H., Prevedello, Luciano M.

Coronary Computed Tomography Angiography (CCTA) evaluation of chest-pain patients in an Emergency Department (ED) is considered appropriate. While a negative CCTA interpretation supports direct patient discharge from an ED, labor-intensive analyses a

Externí odkaz: http://arxiv.org/abs/2008.04802

A User Interface for Optimizing Radiologist Engagement in Image Data Curation for Artificial Intelligence.

Autor: Demirer M; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Candemir S; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Bigelow MT; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Yu SM; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Gupta V; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Prevedello LM; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., White RD; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Yu JS; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Grimmer R; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Wels M; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Wimmer A; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Halabi AH; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Ihsani A; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., O'Donnell TP; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.)., Erdal BS; Department of Radiology, Laboratory for Augmented Intelligence in Imaging-Division of Medical Imaging Informatics, Ohio State University College of Medicine, OSU Wexner Medical Center, 395 W 12th Ave, Suite 452, Columbus, OH 43210 (M.D., S.C., M.T.B., S.M.Y., V.G., L.M.P., R.D.W., J.S.Y., B.S.E.); Siemens Healthineers, Erlangen, Germany (R.G., M.W., A.W.); NVIDIA, Santa Clara, Calif (A.H.H., A.I.); and Siemens Healthineers, Malvern, Pa (T.P.O.).

Publikováno v: Radiology. Artificial intelligence [Radiol Artif Intell] 2019 Nov 27; Vol. 1 (6), pp. e180095. Date of Electronic Publication: 2019 Nov 27 (Print Publication: 2019).