Table 2. Summary of the details of the proposed methods.

No Procedures Functionality Inputs Outputs
1 R-to-R extraction Converts raw ECG recordings to R-to-R intervals (RRI) Raw ECG recordings Unpreprocessed RRI signal
2 Preprocessing Preprocesses RRI signal to meet the following requirements: no ectopic beats, stationary, and evenly-sampled Unpreprocessed RRI signal Preprocessed RRI signal
3 Prospective analyses Performs prospective analyses on preprocessed RRI signal Preprocessed RRI signal Time-domain, frequency-domain, and nonlinear parameters
4 Feature selection Selects only the essentials of time-domain, frequency-domain, and nonlinear parameters Time-domain, frequency-domain, and nonlinear parameters Selected time-domain, frequency-domain, and nonlinear parameters
5 Multilabel classification Performs diagnosis on various diseases Selected time-domain, frequency-domain, and nonlinear parameters Multilabel classification of various diseases
6 Performance measurement Evaluates the performance of multilabel classifier Multilabel classification of various diseases Accuracy, sensitivity, and specificity