All papers authored by Pierre Elias
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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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Shreyas Bhave,
Victor Rodriguez,
Timothy Poterucha,
Simukayi Mutasa,
Dwight Aberle,
Kathleen M. Capaccione,
Yibo Chen,
Belinda Dsouza,
Shifali Dumeer,
Jonathan Goldstein,
Aaron Hodes,
Jay Leb,
Matthew Lungren,
Mitchell Miller,
David Monoky
and 15 other authors
Deep learning to detect left ventricular structural abnormalities in chest X-rays
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Michael J. Randazzo,
Pierre Elias ,
Timothy J. Poterucha,
Tali Sharir ,
Matthews B. Fish,
Terrence D. Ruddy ,
Philipp A. Kaufmann,
Albert J. Sinusas,
Edward J. Miller ,
Timothy Bateman,
Sharmila Dorbala,
Marcelo Di Carli,
Michelle Castillo,
Joanna X. Liang,
Robert J. H. Miller
and 4 other authors
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,
Timothy J. Poterucha,
Tali Sharir ,
Matthews B. Fish,
Terrence D. Ruddy ,
Philipp A. Kaufmann,
Albert J. Sinusas,
Edward J. Miller ,
Timothy Bateman,
Sharmila Dorbala,
Marcelo Di Carli,
Michelle Castillo,
Joanna X. Liang,
Robert J. H. Miller
and 4 other authors
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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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Liyan Tang,
Zhaoyi Sun ,
Betina Idnay ,
Jordan G. Nestor ,
Ali Soroush ,
Pierre A. Elias ,
Ziyang Xu,
Ying Ding,
Greg Durrett,
Justin F. Rousseau ,
Chunhua Weng ,
Yifan Peng
,
Betina Idnay ,
Jordan G. Nestor ,
Ali Soroush ,
Pierre A. Elias ,
Ziyang Xu,
Ying Ding,
Greg Durrett,
Justin F. Rousseau ,
Chunhua Weng ,
Yifan Peng
Evaluating large language models on medical evidence summarization
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Aakriti Gupta ,
Mahesh V. Madhavan ,
Timothy J. Poterucha,
Ersilia M. DeFilippis ,
Jessica A. Hennessey,
Bjorn Redfors,
Christina Eckhardt,
Behnood Bikdeli,
Jonathan Platt,
Ani Nalbandian ,
Pierre Elias ,
Matthew J. Cummings,
Shayan N. Nouri,
Matthew Lawlor,
Lauren S. Ranard
and 14 other authors
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,
Mahesh V. Madhavan ,
Timothy J. Poterucha,
Ersilia M. DeFilippis ,
Jessica A. Hennessey,
Bjorn Redfors,
Christina Eckhardt,
Behnood Bikdeli,
Jonathan Platt,
Ani Nalbandian ,
Pierre Elias ,
Matthew J. Cummings,
Shayan N. Nouri,
Matthew Lawlor,
Lauren S. Ranard
and 14 other authors
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Hirad Yarmohammadi ,
John P. Morrow ,
Jose Dizon,
Angelo Biviano,
Frederick Ehlert ,
Deepak Saluja,
Marc Waase,
Pierre Elias ,
Timothy J. Poterucha,
Jeremy Berman,
Alexander Kushnir ,
Mark P. Abrams ,
Geoffrey A. Rubin,
Stephanie Jou ,
Jessica Hennessey
and 3 other authors
,
John P. Morrow ,
Jose Dizon,
Angelo Biviano,
Frederick Ehlert ,
Deepak Saluja,
Marc Waase,
Pierre Elias ,
Timothy J. Poterucha,
Jeremy Berman,
Alexander Kushnir ,
Mark P. Abrams ,
Geoffrey A. Rubin,
Stephanie Jou ,
Jessica Hennessey
and 3 other authors
Frequency of Atrial Arrhythmia in Hospitalized Patients with COVID-19
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2020
Timothy J. Poterucha,
Pierre Elias ,
Sneha S. Jain ,
Gabriel Sayer ,
Bjorn Redfors,
Daniel Burkhoff ,
Hannah Rosenblum,
Ersilia M. DeFilippis ,
Aakriti Gupta ,
Matthew Lawlor,
Mahesh V. Madhavan,
Jan Griffin ,
Jayant Raikhelkar,
Justin Fried,
Kevin J. Clerkin
and 15 other authors
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,
Sneha S. Jain ,
Gabriel Sayer ,
Bjorn Redfors,
Daniel Burkhoff ,
Hannah Rosenblum,
Ersilia M. DeFilippis ,
Aakriti Gupta ,
Matthew Lawlor,
Mahesh V. Madhavan,
Jan Griffin ,
Jayant Raikhelkar,
Justin Fried,
Kevin J. Clerkin
and 15 other authors
Download from doi.org
Pierre Elias ,
Timothy J. Poterucha ,
Sneha S. Jain,
Gabriel Sayer,
Jayant Raikhelkar,
Justin Fried,
Kevin Clerkin,
Jan Griffin,
Ersilia M. DeFilippis ,
Aakriti Gupta,
Matthew Lawlor,
Mahesh Madhavan,
Hannah Rosenblum,
Zachary B. Roth,
Karthik Natarajan
and 20 other authors
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,
Timothy J. Poterucha ,
Sneha S. Jain,
Gabriel Sayer,
Jayant Raikhelkar,
Justin Fried,
Kevin Clerkin,
Jan Griffin,
Ersilia M. DeFilippis ,
Aakriti Gupta,
Matthew Lawlor,
Mahesh Madhavan,
Hannah Rosenblum,
Zachary B. Roth,
Karthik Natarajan
and 20 other authors
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