Transfer learning for improved electrocardiogram diagnosis of cardiac disease: exploring the potential of pre-trained models
Predicting the onset of cardiovascular disease (CVD) has been a hot topic for researchers
for years, and recently, the concept of transfer learning has been gaining traction in this field …
for years, and recently, the concept of transfer learning has been gaining traction in this field …
[HTML][HTML] ECG-based Transfer Learning for Cardiovascular Disease: A Sco** Review
An electrocardiogram (ECG) measures the electrical activity of the heart. It is valuable for the
early detection of cardiovascular disease (CVD). Advancements in medical diagnosis using …
early detection of cardiovascular disease (CVD). Advancements in medical diagnosis using …
Development of an artificial intelligence-based method for the diagnosis of the severity of myxomatous mitral valve disease from canine chest radiographs
An algorithm based on artificial intelligence (AI) was developed and tested to classify
different stages of myxomatous mitral valve disease (MMVD) from canine thoracic …
different stages of myxomatous mitral valve disease (MMVD) from canine thoracic …
Machine learning-based interpretation of non-contrast feature tracking strain analysis and T1/T2 map** for assessing myocardial viability
A GhaffariJolfayi, A Salmanipour… - Scientific Reports, 2025 - nature.com
Assessing myocardial viability is crucial for managing ischemic heart disease. While late
gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) is the gold …
gadolinium enhancement (LGE) cardiovascular magnetic resonance (CMR) is the gold …
MiMICRI: Towards Domain-centered Counterfactual Explanations of Cardiovascular Image Classification Models
The recent prevalence of publicly accessible, large medical imaging datasets has led to a
proliferation of artificial intelligence (AI) models for cardiovascular image classification and …
proliferation of artificial intelligence (AI) models for cardiovascular image classification and …
[HTML][HTML] SPECT-MPI for Coronary Artery Disease: A Deep Learning Approach
Background Worldwide, coronary artery disease (CAD) is a leading cause of mortality and
morbidity and remains to be a top health priority in many countries. A non-invasive imaging …
morbidity and remains to be a top health priority in many countries. A non-invasive imaging …
[PDF][PDF] The Role of Artificial Intelligence and Machine Learning in Cardiovascular Imaging and Diagnosis: Current Insights and Future Directions
MG Cerdas, S Pandeti, L Reddy, I Grewal, A Rawoot… - Cureus, 2024 - cureus.com
Cardiovascular diseases (CVDs) are the major cause of mortality worldwide, emphasizing
the critical need for timely and accurate diagnosis. Artificial intelligence (AI) and machine …
the critical need for timely and accurate diagnosis. Artificial intelligence (AI) and machine …