Dynamic hyperinflation (DH) is common in chronic obstructive pulmonary disease and is associated with dyspnea and exercise intolerance. DII also has adverse cardiac effects, although the magnitude of DH and the mechanisms responsible for the hemodynamic impairment remain unclear. We hypothesized that incrementally increasing DH would systematically reduce left ventricular (LV) end-diastolic volume (LVEDV) and LV stroke volume (LVSV) because of direct ventricular interaction. Twenty-three healthy subjects (22 +/- 2 yr) were exposed to varying degrees of expiratory loading to induce DH such that inspiratory capacity was decreased by 25%, 50%, 75%, and 100% (100% DH = inspiratory capacity of resting tidal volume plus inspiratory reserve volume approximate to 0.51). LV volumes, LV geometry, inferior vena cava collapsibility, and LV end-systolic wall stress were assessed by triplane echocardiography. 25% DH reduced LVEDV (-6 +/- 5%) and LVSV (-9 +/- 8%). 50% DH elicited a similar response in LVEDV (-6 +/- 7%) and LVSV (-11 +/- 10%) and was associated with significant septal flattening [31 +/- 32% increase in the radius of septal curvature at end diastole (RSC-ED)]. 75% DH caused a larger reduction in LVEDV and LVSV (-9 +/- 7% and -16 +/- 10%. respectively) and RSC-HD (49 +/- 70%). 100% DH caused the largest reduction in LVEDV and LVSV (-13 +/- 9% and -18 +/- 9%) and an increase in RSC-ED (56 +/- 63%). Inferior vena cava collapsibility and LV afterload (LV end-systolic wall stress) were unchanged at all levels of DH. Modest DH (-0.6 +/- 0.2 1 inspiratory reserve volume) reduced LVSV because of reduced LVEDV, likely because of increased pulmonary vascular resistance. At higher levels of DH, direct ventricular interaction may be the primary cause of attenuated LVSV, as indicated by septal flattening because of a greater relative increase in right ventricular pressure and/or mediastinal constraint. NEW & NOTEWORTHY By systematically reducing inspiratory capacity during spontaneous breathing, we demonstrate that dynamic hyperinflation (DH) progressively reduces left ventricular (LV) end diastolic volume and LV stroke volume. Evidence of significant septal flattening suggests that direct ventricular interaction may be primarily responsible for the reduced LV stroke volume during DH. Hemodynamic impairment appears to occur at relatively lower levels of DH and may have important clinical implications for patients with chronic obstructive pulmonary disease.
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Vassaux, C.
Torre-Bouscoulet, L.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Inst Nacl Enfermedades Resp, Dept Fisiol, Mexico City, DF, MexicoTufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Torre-Bouscoulet, L.
Zeineldine, S.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Zeineldine, S.
Cortopassi, F.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Cortopassi, F.
Paz-Diaz, H.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Paz-Diaz, H.
Celli, B. R.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Celli, B. R.
Pinto-Plata, V. M.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
机构:
Univ Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Tronco Alves, Giordano Rafael
Marchiori, Edson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Marchiori, Edson
Irion, Klaus Loureiro
论文数: 0引用数: 0
h-index: 0
机构:
Liverpool Heart & Chest Hosp, Dept Radiol, Liverpool, Merseyside, EnglandUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Irion, Klaus Loureiro
Zimmerman Teixeira, Paulo Jose
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Hlth Sci Porto Alegre, Dept Pulmonol, Porto Alegre, RS, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Zimmerman Teixeira, Paulo Jose
Berton, Danilo Cortozi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Sul, Dept Pulmonol, BR-90046900 Porto Alegre, RS, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Berton, Danilo Cortozi
Rubin, Adalberto Sperb
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Hlth Sci Porto Alegre, Dept Pulmonol, Porto Alegre, RS, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Rubin, Adalberto Sperb
Hochhegger, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
机构:
Med Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Schaper-Magalhaes, Flavia
Pinho, Jose Felippe
论文数: 0引用数: 0
h-index: 0
机构:
Med Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Pinho, Jose Felippe
Braganca Capuruco, Carolina Andrade
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Minas Gerais, Dept Cardiol, Clin Hosp, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Braganca Capuruco, Carolina Andrade
Rodrigues-Machado, Maria Gloria
论文数: 0引用数: 0
h-index: 0
机构:
Med Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Rodrigues-Machado, Maria Gloria
INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE,
2017,
12
: 2943
-
2954
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Brown, Matthew S.
Kim, Hyun J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Kim, Hyun J.
Abtin, Fereidoun G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Abtin, Fereidoun G.
Strange, Charlie
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ S Carolina, Dept Pulm & Crit Care Med, Columbia, SC USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Strange, Charlie
Galperin-Aizenberg, Maya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Galperin-Aizenberg, Maya
Pais, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Pais, Richard
Da Costa, Irene G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Da Costa, Irene G.
Ordookhani, Arash
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Ordookhani, Arash
Chong, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Chong, Daniel
Ni, Chiayi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Ni, Chiayi
McNitt-Gray, Michael F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
McNitt-Gray, Michael F.
Tashkin, Donald P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Div Pulm & Crit Care Med, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Tashkin, Donald P.
Goldin, Jonathan G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Vassaux, C.
Torre-Bouscoulet, L.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Inst Nacl Enfermedades Resp, Dept Fisiol, Mexico City, DF, MexicoTufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Torre-Bouscoulet, L.
Zeineldine, S.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Zeineldine, S.
Cortopassi, F.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Cortopassi, F.
Paz-Diaz, H.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Paz-Diaz, H.
Celli, B. R.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
Celli, B. R.
Pinto-Plata, V. M.
论文数: 0引用数: 0
h-index: 0
机构:
Tufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USATufts Univ, Div Pulm Crit Care & Sleep Med, Caritas St Elizabeths Med Ctr, Sch Med, Boston, MA 02135 USA
机构:
Univ Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Tronco Alves, Giordano Rafael
Marchiori, Edson
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Marchiori, Edson
Irion, Klaus Loureiro
论文数: 0引用数: 0
h-index: 0
机构:
Liverpool Heart & Chest Hosp, Dept Radiol, Liverpool, Merseyside, EnglandUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Irion, Klaus Loureiro
Zimmerman Teixeira, Paulo Jose
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Hlth Sci Porto Alegre, Dept Pulmonol, Porto Alegre, RS, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Zimmerman Teixeira, Paulo Jose
Berton, Danilo Cortozi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio Grande do Sul, Dept Pulmonol, BR-90046900 Porto Alegre, RS, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Berton, Danilo Cortozi
Rubin, Adalberto Sperb
论文数: 0引用数: 0
h-index: 0
机构:
Fed Univ Hlth Sci Porto Alegre, Dept Pulmonol, Porto Alegre, RS, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
Rubin, Adalberto Sperb
Hochhegger, Bruno
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, BrazilUniv Fed Rio de Janeiro, Post Grad Program Med Radiol, BR-21941913 Rio De Janeiro, Brazil
机构:
Med Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Schaper-Magalhaes, Flavia
Pinho, Jose Felippe
论文数: 0引用数: 0
h-index: 0
机构:
Med Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Pinho, Jose Felippe
Braganca Capuruco, Carolina Andrade
论文数: 0引用数: 0
h-index: 0
机构:
Univ Fed Minas Gerais, Dept Cardiol, Clin Hosp, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Braganca Capuruco, Carolina Andrade
Rodrigues-Machado, Maria Gloria
论文数: 0引用数: 0
h-index: 0
机构:
Med Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, BrazilMed Sci Fac Minas Gerais, Postgrad Program Hlth Sci, Belo Horizonte, MG, Brazil
Rodrigues-Machado, Maria Gloria
INTERNATIONAL JOURNAL OF CHRONIC OBSTRUCTIVE PULMONARY DISEASE,
2017,
12
: 2943
-
2954
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Brown, Matthew S.
Kim, Hyun J.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Kim, Hyun J.
Abtin, Fereidoun G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Abtin, Fereidoun G.
Strange, Charlie
论文数: 0引用数: 0
h-index: 0
机构:
Med Univ S Carolina, Dept Pulm & Crit Care Med, Columbia, SC USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Strange, Charlie
Galperin-Aizenberg, Maya
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Galperin-Aizenberg, Maya
Pais, Richard
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Pais, Richard
Da Costa, Irene G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Da Costa, Irene G.
Ordookhani, Arash
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Ordookhani, Arash
Chong, Daniel
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Chong, Daniel
Ni, Chiayi
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Ni, Chiayi
McNitt-Gray, Michael F.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
McNitt-Gray, Michael F.
Tashkin, Donald P.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Div Pulm & Crit Care Med, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA
Tashkin, Donald P.
Goldin, Jonathan G.
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Radiol Sci, Ctr Comp Vis & Imaging Biomarkers, David Geffen Sch Med, Los Angeles, CA 90024 USA