Research ArticleORIGINAL RESEARCH
Deep Learning-Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Angela Ayobi, Adam Davis, Peter D Chang, Daniel S Chow, Kambiz Nael, Maxime Tassy, Sarah Quenet, Sylvain Fogola, Peter Shabe, David Fussell, Christophe Avare and Yasmina Chaibi
American Journal of Neuroradiology September 2024, ajnr.A8491; DOI: https://doi.org/10.3174/ajnr.A8491
Angela Ayobi
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Adam Davis
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Peter D Chang
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Daniel S Chow
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Kambiz Nael
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Maxime Tassy
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Sarah Quenet
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Sylvain Fogola
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Peter Shabe
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
David Fussell
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Christophe Avare
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.
Yasmina Chaibi
From the Departments of Clinical Affairs and Research & Development (A.A., M.T., S.Q., S.F., C.A., Y.C.), Avicenna.AI, La Ciotat, France. From the Department of Engineering (A.D.), Amalgamated Vision, LLC, Brentwood, TN, USA. From the Department of Radiological Sciences (P.D.C., D.S.C., D.F.), University of California Irvine, Orange, CA, USA. From the Center for Artificial Intelligence in Diagnostic Medicine (P.D.C., D.S.C.), University of California Irvine, Orange, CA, USA. From the David Geffen School of Medicine (K.N.), UCLA, Los Angeles, CA, USA. From Advance Research Associates (P.S.) Santa Clara, CA, USA.

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Accepted Manuscript
Angela Ayobi, Adam Davis, Peter D Chang, Daniel S Chow, Kambiz Nael, Maxime Tassy, Sarah Quenet, Sylvain Fogola, Peter Shabe, David Fussell, Christophe Avare, Yasmina Chaibi
Deep Learning-Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
American Journal of Neuroradiology Sep 2024, ajnr.A8491; DOI: 10.3174/ajnr.A8491
Accepted Manuscript
Deep Learning-Based ASPECTS Algorithm Enhances Reader Performance and Reduces Interpretation Time
Angela Ayobi, Adam Davis, Peter D Chang, Daniel S Chow, Kambiz Nael, Maxime Tassy, Sarah Quenet, Sylvain Fogola, Peter Shabe, David Fussell, Christophe Avare, Yasmina Chaibi
American Journal of Neuroradiology Sep 2024, ajnr.A8491; DOI: 10.3174/ajnr.A8491
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