Optimal Data Organization in ECG Analysis: Lead-Based or Signal-Based Approach?

25 May 2024 0 10K Report

Dear ResearchGate Community,

I am currently in the process of planning data organization for an ECG analysis using the PTB-XL dataset, and I would like to seek your advice and expertise on a specific question.

When it comes to data organization, is it recommended to use each lead separately (12 leads --> 12 columns)? Or would it be preferable to adopt an approach where each row represents a distinct ECG signal?

I would greatly appreciate insights and recommendations from those who have experience in this area.

Thank you very much for your valuable contribution.

Best regards,

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