All papers authored by John Hughes
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2024
John Weston Hughes 
,
Sulaiman Somani,
Pierre Elias ,
James Tooley,
Albert J. Rogers,
Timothy Poterucha,
Christopher M. Haggerty,
Michael Salerno,
David Ouyang,
Euan Ashley,
James Zou ,
Marco V. Perez
,
Sulaiman Somani,
Pierre Elias ,
James Tooley,
Albert J. Rogers,
Timothy Poterucha,
Christopher M. Haggerty,
Michael Salerno,
David Ouyang,
Euan Ashley,
James Zou ,
Marco V. Perez
Simple models vs. deep learning in detecting low ejection fraction from the electrocardiogram
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2023
J. Weston Hughes ,
James Tooley,
Jessica Torres Soto ,
Anna Ostropolets,
Tim Poterucha,
Matthew Kai Christensen,
Neal Yuan ,
Ben Ehlert,
Dhamanpreet Kaur,
Guson Kang,
Albert Rogers ,
Sanjiv Narayan ,
Pierre Elias ,
David Ouyang,
Euan Ashley
and 2 other authors
,
James Tooley,
Jessica Torres Soto ,
Anna Ostropolets,
Tim Poterucha,
Matthew Kai Christensen,
Neal Yuan ,
Ben Ehlert,
Dhamanpreet Kaur,
Guson Kang,
Albert Rogers ,
Sanjiv Narayan ,
Pierre Elias ,
David Ouyang,
Euan Ashley
and 2 other authors
A deep learning-based electrocardiogram risk score for long term cardiovascular death and disease
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2022
Jessica Torres Soto ,
J. Weston Hughes ,
Pablo Amador Sanchez ,
Marco Perez,
David Ouyang,
Euan A. Ashley
,
J. Weston Hughes ,
Pablo Amador Sanchez ,
Marco Perez,
David Ouyang,
Euan A. Ashley
Multimodal deep learning enhances diagnostic precision in left ventricular hypertrophy
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2021
Alyssa Kramer Morrow ,
John Weston Hughes ,
Jahnavi Singh,
Anthony Douglas Joseph ,
Nir Yosef
,
John Weston Hughes ,
Jahnavi Singh,
Anthony Douglas Joseph ,
Nir Yosef
Epitome: predicting epigenetic events in novel cell types with multi-cell deep ensemble learning
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