David Ouyang

Scopus Author ID ORCID

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 45

Top Topics

Left Ventricular

Aortic Stenosis

Top Venues

medRxiv : the preprint server for health sciences

NPJ digital medicine

Circulation. Cardiovascular imaging

This page only lists publications with an associated author ORCID identifier.

Publications

Anna M Michalowska, Wenhao Zhang, Aakash Shanbhag, Robert Jh Miller, Mark Lemley, Giselle Ramirez, Mikolaj Buchwald, Aditya Killekar, Paul B Kavanagh, Attila Feher, Robert J H Miller, Andrew J Einstein, Terrence D Ruddy, Joanna X Liang, Valerie Builoff, David Ouyang, Daniel S Berman, Damini Dey, Piotr J Slomka
Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. medRxiv : the preprint server for health sciences (2024)
Amey Vrudhula, Alan C Kwan, David Ouyang, Susan C Cheng
Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circulation. Cardiovascular imaging 17 (2) (2024)
Matthew Christensen, Milos Vukadinovic, Neal Yuan, David Ouyang
Vision-language foundation model for echocardiogram interpretation. Nature medicine 30 (5) (2024)
Lauri Holmstrom, Harpriya Chugh, Kotoka Nakamura, Ziana Bhanji, Madison Seifer, Audrey Uy-Evanado, Kyndaron Reinier, David Ouyang, Sumeet S Chugh
An ECG-based artificial intelligence model for assessment of sudden cardiac death risk. Communications medicine 4 (1) (2024)
Yuki Sahashi, Milos Vukadinovic, Fatemeh Amrollahi, Hirsh Trivedi, Justin Rhee, Jonathan Chen, Susan C Cheng, David Ouyang, Alan C Kwan
Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography. medRxiv : the preprint server for health sciences (2024)
Amey Vrudhula, Grant Duffy, Milos Vukadinovic, David Liang, Susan C Cheng, David Ouyang
High-Throughput Deep Learning Detection of Mitral Regurgitation. Circulation (2024)
Matthew Christensen, Milos Vukadinovic, Neal Yuan, David Ouyang
Vision-language foundation model for echocardiogram interpretation. Nature medicine (2024)
Amey Vrudhula, Milos Vukadinovic, Christiane Haeffle, Alan C Kwan, Daniel Berman, David Liang, Robert Siegel, Susan C Cheng, David Ouyang
Deep Learning Phenotyping of Tricuspid Regurgitation for Automated High Throughput Assessment of Transthoracic Echocardiography. medRxiv : the preprint server for health sciences (2024)
Neal Yuan, Nathan R Stein, Grant Duffy, Roopinder K Sandhu, Sumeet S Chugh, Peng-Sheng Chen, Carine Rosenberg, Christine M Albert, Susan C Cheng, Robert J Siegel, David Ouyang
Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ digital medicine 7 (1) (2024)
Matthew Christensen, Milos Vukadinovic, Neal Yuan, David Ouyang
Vision-language foundation model for echocardiogram interpretation. Nature medicine 30 (5) (2024)
Lauri Holmstrom, Harpriya Chugh, Kotoka Nakamura, Ziana Bhanji, Madison Seifer, Audrey Uy-Evanado, Kyndaron Reinier, David Ouyang, Sumeet S Chugh
An ECG-based artificial intelligence model for assessment of sudden cardiac death risk. Communications medicine 4 (1) (2024)
Lauri Holmstrom, Harpriya Chugh, Kotoka Nakamura, Ziana Bhanji, Madison Seifer, Audrey Uy-Evanado, Kyndaron Reinier, David Ouyang, Sumeet S Chugh
An ECG-based artificial intelligence model for assessment of sudden cardiac death risk. Communications medicine 4 (1) (2024)
Yuki Sahashi, Milos Vukadinovic, Grant Duffy, Debiao Li, Susan C Cheng, Daniel S Berman, David Ouyang, Alan C Kwan
Using Deep learning to Predict Cardiovascular Magnetic Resonance Findings from Echocardiography Videos. medRxiv : the preprint server for health sciences (2024)
Anna M Michalowska, Wenhao Zhang, Aakash Shanbhag, Robert Jh Miller, Mark Lemley, Giselle Ramirez, Mikolaj Buchwald, Aditya Killekar, Paul B Kavanagh, Attila Feher, Robert J H Miller, Andrew J Einstein, Terrence D Ruddy, Joanna X Liang, Valerie Builoff, David Ouyang, Daniel S Berman, Damini Dey, Piotr J Slomka
Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. medRxiv : the preprint server for health sciences (2024)
Neal Yuan, Nathan R Stein, Grant Duffy, Roopinder K Sandhu, Sumeet S Chugh, Peng-Sheng Chen, Carine Rosenberg, Christine M Albert, Susan C Cheng, Robert J Siegel, David Ouyang
Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ digital medicine 7 (1) (2024)
Yuki Sahashi, Milos Vukadinovic, Fatemeh Amrollahi, Hirsh Trivedi, Justin Rhee, Jonathan Chen, Susan C Cheng, David Ouyang, Alan C Kwan
Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography. medRxiv : the preprint server for health sciences (2024)
Neal Yuan, Nathan R Stein, Grant Duffy, Roopinder K Sandhu, Sumeet S Chugh, Peng-Sheng Chen, Carine Rosenberg, Christine M Albert, Susan C Cheng, Robert J Siegel, David Ouyang
Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ digital medicine 7 (1) (2024)
Anna M Michalowska, Wenhao Zhang, Aakash Shanbhag, Robert Jh Miller, Mark Lemley, Giselle Ramirez, Mikolaj Buchwald, Aditya Killekar, Paul B Kavanagh, Attila Feher, Robert J H Miller, Andrew J Einstein, Terrence D Ruddy, Joanna X Liang, Valerie Builoff, David Ouyang, Daniel S Berman, Damini Dey, Piotr J Slomka
Holistic AI analysis of hybrid cardiac perfusion images for mortality prediction. medRxiv : the preprint server for health sciences (2024)
Amey Vrudhula, Alan C Kwan, David Ouyang, Susan C Cheng
Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circulation. Cardiovascular imaging 17 (2) (2024)
Neal Yuan, Nathan R Stein, Grant Duffy, Roopinder K Sandhu, Sumeet S Chugh, Peng-Sheng Chen, Carine Rosenberg, Christine M Albert, Susan C Cheng, Robert J Siegel, David Ouyang
Deep learning evaluation of echocardiograms to identify occult atrial fibrillation. NPJ digital medicine 7 (1) (2024)
Amey Vrudhula, Alan C Kwan, David Ouyang, Susan C Cheng
Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circulation. Cardiovascular imaging 17 (2) (2024)
Amey Vrudhula, Alan C Kwan, David Ouyang, Susan C Cheng
Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circulation. Cardiovascular imaging 17 (2) (2024)
Amey Vrudhula, Alan C Kwan, David Ouyang, Susan C Cheng
Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circulation. Cardiovascular imaging 17 (2) (2024)
Amey Vrudhula, Alan C Kwan, David Ouyang, Susan C Cheng
Machine Learning and Bias in Medical Imaging: Opportunities and Challenges. Circulation. Cardiovascular imaging 17 (2) (2024)
Matthew Christensen, Milos Vukadinovic, Neal Yuan, David Ouyang
Vision-language foundation model for echocardiogram interpretation. Nature medicine 30 (5) (2024)
Yuki Sahashi, Milos Vukadinovic, Fatemeh Amrollahi, Hirsh Trivedi, Justin Rhee, Jonathan Chen, Susan C Cheng, David Ouyang, Alan C Kwan
Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography. medRxiv : the preprint server for health sciences (2024)
Yuki Sahashi, Milos Vukadinovic, Fatemeh Amrollahi, Hirsh Trivedi, Justin Rhee, Jonathan Chen, Susan C Cheng, David Ouyang, Alan C Kwan
Opportunistic Screening of Chronic Liver Disease with Deep Learning Enhanced Echocardiography. medRxiv : the preprint server for health sciences (2024)
Neal Yuan, Adam Oesterle, Patrick G Botting, Sumeet S Chugh, Christine M Albert, Joseph E Ebinger, David Ouyang
High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR cardio 7 (2023)
Milos Vukadinovic, Gauri Renjith, Victoria Yuan, Alan Kwan, Susan C Cheng, Debiao Li, Shoa L Clarke, David Ouyang
Impact of Measurement Imprecision on Genetic Association Studies of Cardiac Function. medRxiv : the preprint server for health sciences (2023)
Neal Yuan, Adam Oesterle, Patrick G Botting, Sumeet S Chugh, Christine M Albert, Joseph E Ebinger, David Ouyang
High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR cardio 7 (2023)
Akshay S Chaudhari, Christian Bluethgen, David Ouyang
Reconsidering Conclusions of Bias Assessment in Medical Imaging Foundation Models. Radiology. Artificial intelligence 5 (6) (2023)
Neal Yuan, Adam Oesterle, Patrick G Botting, Sumeet S Chugh, Christine M Albert, Joseph E Ebinger, David Ouyang
High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR cardio 7 (2023)
Veer Sangha, Arash A Nargesi, Lovedeep Singh Dhingra, Akshay Khunte, Bobak J Mortazavi, Antonio Luiz P Ribeiro, Evgeniya Banina, Oluwaseun Adeola, Nadish Garg, Cynthia A Brandt, Robert J H Miller, Antonio Luiz Pinho Ribeiro, Eric J Velazquez, Luana Giatti, Sandhi Maria Barreto, Murilo Foppa, Neal Yuan, David Ouyang, Harlan M Krumholz, Rohan Khera
Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images. Circulation (2023)
Neal Yuan, Adam Oesterle, Patrick G Botting, Sumeet S Chugh, Christine M Albert, Joseph E Ebinger, David Ouyang
High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR cardio 7 (2023)
Milos Vukadinovic, Gauri Renjith, Victoria Yuan, Alan Kwan, Susan C Cheng, Debiao Li, Shoa L Clarke, David Ouyang
Impact of Measurement Imprecision on Genetic Association Studies of Cardiac Function. medRxiv : the preprint server for health sciences (2023)
Milos Vukadinovic, Gauri Renjith, Victoria Yuan, Alan Kwan, Susan C Cheng, Debiao Li, Shoa L Clarke, David Ouyang
Impact of Measurement Imprecision on Genetic Association Studies of Cardiac Function. medRxiv : the preprint server for health sciences (2023)
Evangelos K Oikonomou, Gregory Holste, Neal Yuan, Andreas Coppi, Robert L McNamara, Norrisa Haynes, Amit N Vora, Eric J Velazquez, Fan Li, Venu Menon, Samir R Kapadia, Thomas M Gill, Girish N Nadkarni, Harlan M Krumholz, Zhangyang Wang, David Ouyang, Rohan Khera
A digital biomarker for aortic stenosis development and progression using deep learning for two-dimensional echocardiography. medRxiv : the preprint server for health sciences (2023)
Neal Yuan, Adam Oesterle, Patrick G Botting, Sumeet S Chugh, Christine M Albert, Joseph E Ebinger, David Ouyang
High-Throughput Assessment of Real-World Medication Effects on QT Interval Prolongation: Observational Study. JMIR cardio 7 (2023)
Bryan He, Alan C Kwan, Jae Hyung Cho, Neal Yuan, Charles Pollick, Takahiro Shiota, Joseph Ebinger, Natalie A Bello, Janet Wei, Kiranbir Josan, Grant Duffy, Melvin Jujjavarapu, Robert Siegel, Susan C Cheng, James Y Zou, David Ouyang
Blinded, randomized trial of sonographer versus AI cardiac function assessment. Nature (2023)
Lauri Holmstrom, Matthew Christensen, Neal Yuan, J Weston Hughes, John Theurer, Melvin Jujjavarapu, Pedram Fatehi, Alan C Kwan, Roopinder K Sandhu, Joseph Ebinger, Susan Cheng, James Y Zou, Sumeet S Chugh, David Ouyang
Deep learning-based electrocardiographic screening for chronic kidney disease. Communications medicine 3 (1) (2023)
David Ouyang, Susan C Cheng
Extracting More From Less: A New Frontier for High-Throughput Clinical Phenotyping. Circulation. Cardiovascular quality and outcomes 15 (6) (2022)
Grant Duffy, Shoa L Clarke, Matthew Christensen, Bryan He, Neal Yuan, Susan C Cheng, David Ouyang
Confounders mediate AI prediction of demographics in medical imaging. NPJ digital medicine 5 (1) (2022)
Grant Duffy, Shoa L Clarke, Matthew Christensen, Bryan He, Neal Yuan, Susan C Cheng, David Ouyang
Confounders mediate AI prediction of demographics in medical imaging. NPJ digital medicine 5 (1) (2022)
Grant Duffy, Shoa L Clarke, Matthew Christensen, Bryan He, Neal Yuan, Susan C Cheng, David Ouyang
Confounders mediate AI prediction of demographics in medical imaging. NPJ digital medicine 5 (1) (2022)
Amirata Ghorbani, David Ouyang, Abubakar Abid, Bryan He, Jonathan H Chen, Robert A Harrington, David H Liang, Euan A Ashley, James Y Zou
Deep learning interpretation of echocardiograms. NPJ digital medicine 3 (2020)