David Ouyang

1. Detection of Left Ventricular Systolic Dysfunction From Electrocardiographic Images
   2023/07/25 by Veer Sangha, Arash Aghajani Nargesi, Lovedeep Singh Dhingra +17 · 1 voice · 34 citations
   Medicine · #ECG Monitoring and Analysis #Cardiovascular Function and Risk Factors #Cardiac electrophysiology and arrhythmias
2. Video-Based Deep Learning for Automated Assessment of Left Ventricular Ejection Fraction in Pediatric Patients
   2023/05/01 by Charitha D. Reddy, Leo Lopez, David Ouyang +2 · 10 citations
3. Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning
   2024/02/29 by Keying Kuang, Kuang, Keying, Frances Dean +11 · 5 citations
   Engineering · #Biomedical and Engineering Education #Digital Transformation in Industry #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Quantitative Methods (q-bio.QM)
4. EchoPrime: A Multi-Video View-Informed Vision-Language Model for Comprehensive Echocardiography Interpretation
   2024/10/13 by Miloš Vukadinovic, Vukadinovic, Milos, Xiu Tang +13 · 6 citations
   Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Machine Learning (cs.LG)
5. Severe aortic stenosis detection by deep learning applied to echocardiography
   2023/08/23 by Gregory Holste, Evangelos K Oikonomou, Bobak J Mortazavi +12 · 3 citations
6. Electrocardiographic Deep Learning for Predicting Post-Procedural Mortality
   2022/04/30 by David Ouyang, John Theurer, Ouyang, David +45 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #Cardiac, Anesthesia and Surgical Outcomes #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Phonocardiography and Auscultation Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering
7. Apparent risks of postural orthostatic tachycardia syndrome diagnoses after COVID-19 vaccination and SARS-Cov-2 Infection
   2022/12/12 by Alan C. Kwan, Joseph E. Ebinger, Janet Wei +17 · 1 voice · 1 citation
   Medicine · Neuroscience · #Cardiovascular Syncope and Autonomic Disorders #Hallucinations in medical conditions #Heart Rate Variability and Autonomic Control
8. Multimodal Foundation Models For Echocardiogram Interpretation
   2023/08/29 by Matthew Christensen, Christensen, Matthew, Miloš Vukadinovic +5 · 1 citation
   Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Cardiac Valve Diseases and Treatments #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging