lhkhiem28 / lightx3ecg

Hello! I’m Khiem

🌱 I am an Artificial Intelligence enthusiast. I am happy to connect and grow every day. Learn more about me on:

• 🔗 LinkedIn for my industry experience
• 🔗 Google Scholar for my research publications

lightx3ecg's Issues

About the generation method of train.csv under the datasets folder

I'm a newbie. I'm studying your open source project recently. I want to ask how to use the CPSC-2018 dataset to generate the ./dataset/CPSC-2018/train.csv file in your source code

About the generation method of train.csv under the datasets folder

I'm a newbie. I'm studying your open source project recently. I want to ask how to use the CPSC-2018 dataset to generate the ./dataset/CPSC-2018/train.csv file in your source code

Chapman's execution

Hello, my partners and I are trying to execute the Chapman training but we are no capable of doing so. We could execute the CPSC part without issues.

• How must be the Chapman one executed?
• Have the Chapman cases had the baseline removed?
• What are the units of the Chapman ECGs mV, V?

Thank you in advance. Any extra information would be appreciated.

Pruning problem

Hello，LightXECG is a good job ,I am very interested in the code of your pruning part. I want to know how to implement it, whether the code can be made public, and if not, can you provide some corresponding reference code?

Explainability and results

Hello, my companions and I would like to use your LightX3ECG project to classify diseases. We are trying to understand the code better, is there any kind of manual or guide of the code?, apart from the paper. Do you have any recomendation to get better predictions? Is there any code to get the results from table 2 (from the paper)?
Thank you.

About the "Lead-wise Grad-CAM" technique

I am trying to visualize attention results using Grad-CAM, as you did in your paper. Can you provide code snippet that you used for this purpose or give more detailed explanation?