Need ECG image dataset for stroke prediction. Any public access database?
Atrial fibrilation is one of the most frequent arrhythmia in peripheral , specially cerebrovascular embolization, So, AFR is a strong predictore as a cause of hypercoagulable state. High voltage QRS, if general as a sign of left ventricular hyperthrophy maybe secondary to hypertension as a risk factor for CVA, or resticted to precordial leads as a sign of low LVEF or cardiomyopathy.
Hello Sourav,
You might look into an association between P-wave morphology and stroke disease during Atrial fibrillation (AF). Moreover, based on this you could retool your question into e.g., : Are there any prediction system allowing me to use ECG and other biosignals as PPG e.g., to predict the occurence of stroke? Here is an interesting starter
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9761215
Hello Filip Sir,
I am looking for ECG traces images for the occurence of stroke.
Hello Sourav,
thank you for your response. I might then suggest to maybe first check this article: Deep Neural Networks Can Predict New-Onset Atrial Fibrillation From the 12-Lead ECG and Help Identify Those at Risk of Atrial Fibrillation–Related Stroke; as more than 25% of all strokes are deemed a result of AF, and ≈20% of strokes caused by AF occur in individuals not previously diagnosed with AF. That might be interesting article to read presenting comparison of patients at high risk for new-onset atrial fibrillation and no history of AF predicting future AF and stroke using deep learning model.
other useful article might be: Electrocardiographic abnormalities in acute cerebrovascular events in patients with/without cardiovascular disease.
this is review of 361 patients with results of the most common ECG abnormalities associated with stroke being T-wave abnormalities, prolonged QTc interval and arrhythmias.
You might need to read more and then separate patients with/without cardiovascular disease
Hope this would help
Filip
https://physionet.org/about/database/
Article Deep Neural Networks Can Predict New-Onset Atrial Fibrillati...
good luck
- Badges
- Science topic
- Similar topics
- Control Systems Engineering
- Filtering