A5049606068- ECG Monitoring and Analysis
- Artificial Intelligence in Healthcare and Education
- Hemodynamic Monitoring and Therapy
- Radiomics and Machine Learning in Medical Imaging
- Non-Invasive Vital Sign Monitoring
- Pulmonary Hypertension Research and Treatments
- Coronary Interventions and Diagnostics
- Cardiac Valve Diseases and Treatments
- Advanced X-ray and CT Imaging
- Cardiac Arrhythmias and Treatments
- Ultrasound in Clinical Applications
- Cardiac Imaging and Diagnostics
- Cardiac Arrest and Resuscitation
- Cardiovascular Function and Risk Factors
- Cardiovascular Effects of Exercise
Gladstone Institutes
2024
Polytechnique Montréal
2024
Montreal Heart Institute
2022-2024
Université de Montréal
2022-2023
Abstract The coronary angiogram is the gold standard for evaluating severity of artery disease stenoses. Presently, assessment conducted visually by cardiologists, a method that lacks standardization. This study introduces DeepCoro, ground-breaking AI-driven pipeline integrates advanced vessel tracking and video-based Swin3D model was trained validated on dataset comprised 182,418 angiography videos spanning 5 years. DeepCoro achieved notable precision 71.89% in identifying segments...
Early recognition of volume overload is essential for heart failure patients. Volume can often be easily treated if caught early but causes significant morbidity unrecognized and allowed to progress. Intravascular status assessed by ultrasound-based estimation right atrial pressure (RAP), the availability this diagnostic modality limited need experienced physicians accurately interpret these scans.