An SVD-based algorithm can effectively eliminate artifacts from 12-lead exercise ECGs and reconstruct lost channels using only the first two or three highest energy channels.
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SVD-based ECG reconstruction may aid artifact reduction in exercise testing; leaves open prospective validation before clinical adoption.
Acar et al. (1999) studied this question.
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