Predictive Analytics in Cardiology: Leveraging Diagnostic Tools with Machine Learning To Classify Cardiovascular Diseases (CVD)
To what extent can machine learning methods aid the diagnosis of different heart diseases?
Neural Network model that can take an image of an MRI scan and predict whether the heart is healthy or diseased
Classifying each heart into the following:
- Normal
- Myocardial Infarction (MINF)
- Dilated cardiomyopathy (DCM)
- Hypertrophic cardiomyopathy (HCM)
- Abnormal right ventricle (ARV) = Not a specific disease, just pathology
Find another model on ECG and compare the MRI model vs ECG model and see which is more suitable for certain heart diseases.
| Names | Course |
|---|---|
| Akira Wan | 🧮 Mathematics |
| Ethan Chang | 🩺 Medicine |
| Devanshi Shah | 🔬 Bio |
| Zile Feng | ⚙️ Design Eng |