Zobrazeno 1 - 10
of 175
pro vyhledávání: '"Jing Linyuan"'
Autor:
Raghunath, Sushravya, Cerna, Alvaro E. Ulloa, Jing, Linyuan, vanMaanen, David P., Stough, Joshua, Hartzel, Dustin N., Leader, Joseph B., Kirchner, H. Lester, Good, Christopher W., Patel, Aalpen A., Delisle, Brian P., Alsaid, Amro, Beer, Dominik, Haggerty, Christopher M., Fornwalt, Brandon K.
The electrocardiogram (ECG) is a widely-used medical test, typically consisting of 12 voltage versus time traces collected from surface recordings over the heart. Here we hypothesize that a deep neural network can predict an important future clinical
Externí odkaz:
http://arxiv.org/abs/1904.07032
Autor:
Cerna, Alvaro E. Ulloa, Pattichis, Marios, vanMaanen, David P., Jing, Linyuan, Patel, Aalpen A., Stough, Joshua V., Haggerty, Christopher M., Fornwalt, Brandon K.
Publikováno v:
IEEE Journal of Biomedical and Health Informatics, 2019
We present an interpretable neural network for predicting an important clinical outcome (1-year mortality) from multi-modal Electronic Health Record (EHR) data. Our approach builds on prior multi-modal machine learning models by now enabling visualiz
Externí odkaz:
http://arxiv.org/abs/1901.08125
Autor:
Raghunath, Sushravya, Pfeifer, John M., Kelsey, Christopher R., Nemani, Arun, Ruhl, Jeffrey A., Hartzel, Dustin N., Ulloa Cerna, Alvaro E., Jing, Linyuan, vanMaanen, David P., Leader, Joseph B., Schneider, Gargi, Morland, Thomas B., Chen, Ruijun, Zimmerman, Noah, Fornwalt, Brandon K., Haggerty, Christopher M.
Publikováno v:
In Journal of Electrocardiology January-February 2023 76:61-65
Autor:
Ulloa, Alvaro, Jing, Linyuan, Good, Christopher W, vanMaanen, David P, Raghunath, Sushravya, Suever, Jonathan D, Nevius, Christopher D, Wehner, Gregory J, Hartzel, Dustin, Leader, Joseph B, Alsaid, Amro, Patel, Aalpen A, Kirchner, H Lester, Pattichis, Marios S, Haggerty, Christopher M, Fornwalt, Brandon K
Predicting future clinical events helps physicians guide appropriate intervention. Machine learning has tremendous promise to assist physicians with predictions based on the discovery of complex patterns from historical data, such as large, longitudi
Externí odkaz:
http://arxiv.org/abs/1811.10553
Autor:
Ulloa, Alvaro, Basile, Anna, Wehner, Gregory J., Jing, Linyuan, Ritchie, Marylyn D., Beaulieu-Jones, Brett, Haggerty, Christopher M., Fornwalt, Brandon K.
Electronic health records (EHR) contain a large variety of information on the clinical history of patients such as vital signs, demographics, diagnostic codes and imaging data. The enormous potential for discovery in this rich dataset is hampered by
Externí odkaz:
http://arxiv.org/abs/1801.00065
Autor:
Jing, Linyuan, Ulloa Cerna, Alvaro E., Good, Christopher W., Sauers, Nathan M., Schneider, Gargi, Hartzel, Dustin N., Leader, Joseph B., Kirchner, H. Lester, Hu, Yirui, Riviello, David M., Stough, Joshua V., Gazes, Seth, Haggerty, Allyson, Raghunath, Sushravya, Carry, Brendan J., Haggerty, Christopher M., Fornwalt, Brandon K.
Publikováno v:
In JACC: Heart Failure July 2020 8(7):578-587
Autor:
Samad, Manar D., Ulloa, Alvaro, Wehner, Gregory J., Jing, Linyuan, Hartzel, Dustin, Good, Christopher W., Williams, Brent A., Haggerty, Christopher M., Fornwalt, Brandon K.
Publikováno v:
In JACC: Cardiovascular Imaging April 2019 12(4):681-689
Autor:
Long, Aaron, Haggerty, Christopher M., Finer, Joshua, Hartzel, Dustin, Jing, Linyuan, Keivani, Azadeh, Kelsey, Christopher, Rocha, Daniel, Ruhl, Jeffrey, vanMaanen, David, Metser, Gil, Duffy, Eamon, Mawson, Thomas, Maurer, Mathew, Einstein, Andrew J., Beecy, Ashley, Kumaraiah, Deepa, Homma, Shunichi, Liu, Qi, Agarwal, Vratika, Lebehn, Mark, Leon, Martin, Hahn, Rebecca, Elias, Pierre, Poterucha, Timothy J.
Publikováno v:
Circulation (Ovid); September 2024, Vol. 150 Issue: 12 p911-922, 12p
Autor:
Haggerty, Christopher M., Suever, Jonathan D., Pulenthiran, Arichanah, Mejia-Spiegeler, Abba, Wehner, Gregory J., Jing, Linyuan, Charnigo, Richard J., Fornwalt, Brandon K., Fogel, Mark A.
Publikováno v:
In Journal of Cardiovascular Magnetic Resonance 5 December 2016 19(1)
Autor:
Jing, Linyuan, Nevius, Christopher D., Friday, Cassi M., Suever, Jonathan D., Pulenthiran, Arichanah, Mejia-Spiegeler, Abba, Kirchner, H. Lester, Cochran, William J., Wehner, Gregory J., Chishti, Aftab S., Haggerty, Christopher M., Fornwalt, Brandon K.
Publikováno v:
In Journal of Cardiovascular Magnetic Resonance 5 December 2016 19(1)