CNNs trained with adult data are useful in pediatrics. A pneumonia classification example.

Autor: Maria Rollan-Martinez-Herrera, Alejandro A Díaz, Rubén San José Estépar, Gonzalo Vegas Sanchez-Ferrero, James C Ross, Raúl San José Estépar, Pietro Nardelli

Publikováno v: PLoS ONE, Vol 19, Iss 7, p e0306703 (2024)

Background and objectivesThe scarcity of data for training deep learning models in pediatrics has prompted questions about the feasibility of employing CNNs trained with adult images for pediatric populations. In this work, a pneumonia classification

Externí odkaz: https://doaj.org/article/d183e624c6dd47f88043c477c321c1ff

Artificial Intelligence-based CT Assessment of Bronchiectasis: The COPDGene Study

Autor: Alejandro A. Díaz, Pietro Nardelli, Wei Wang, Rubén San José Estépar, Andrew Yen, Seth Kligerman, Diego J. Maselli, Wojciech R. Dolliver, Andrew Tsao, José L. Orejas, Stefano Aliberti, Timothy R. Aksamit, Kendra A. Young, Gregory L. Kinney, George R. Washko, Edwin K. Silverman, Raúl San José Estépar

Publikováno v: Radiology.

Background CT is the standard method used to assess bronchiectasis. A higher airway-to-artery diameter ratio (AAR) is typically used to identify enlarged bronchi and bronchiectasis; however, current imaging methods are limited in assessing the extent

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::14a9dc10a0a86ca914c375825f14dbea
https://pubmed.ncbi.nlm.nih.gov/36511811

Artificial Intelligence-based CT Assessment of Bronchiectasis: The COPDGene Study.

Autor: Díaz AA; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Nardelli P; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Wang W; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., San José Estépar R; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Yen A; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Kligerman S; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Maselli DJ; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Dolliver WR; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Tsao A; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Orejas JL; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Aliberti S; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Aksamit TR; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Young KA; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Kinney GL; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Washko GR; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., Silverman EK; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.)., San José Estépar R; From the Division of Pulmonary and Critical Care Medicine (A.A.D., W.R.D., A.T., J.L.O., G.R.W.), Department of Radiology (P.N., Rubén San José Estépar, Raúl San José Estépar), Division of Sleep Medicine and Circadian Disorders (W.W.), and Channing Division of Network Medicine (E.K.S.), Brigham and Women's Hospital, Harvard Medical School, 15 Francis St, Boston, MA 02115; Department of Radiology, University of California-San Diego, San Diego, Calif (A.Y., S.K.); Division of Pulmonary Diseases and Critical Care, University of Texas-San Antonio, San Antonio, Tex (D.J.M.); Department of Biomedical Sciences, Humanitas University, Milan, Italy (S.A.); Respiratory Unit, IRCCS Humanitas Research Hospital, Milan, Italy (S.A.); Department of Pulmonary Disease and Critical Care Medicine, Mayo Clinic, Rochester, Minn (T.R.A.); and Department of Epidemiology, Colorado School of Public Health, University of Colorado, Aurora, Colo (K.A.Y., G.L.K.).

Publikováno v: Radiology [Radiology] 2023 Apr; Vol. 307 (1), pp. e221109. Date of Electronic Publication: 2022 Dec 13.