A machine learning strategy for fast prediction of cardiac function based on peripheral pulse wave

Guest · 2024-09-01T00:11:49Z

Highlights A machine learning strategy is proposed for predicting cardiac function based on peripheral pulse waves. Two high-quality datasets are created for health- and cardiovascular disease-subject groups. The model enables the prediction of three cardiac function parameters fast and accurately. The model is validated through consistency analysis and comparison with clinical measurements.

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Dr. Know

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Aug 31, 2024 8:11 pm

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Highlights

A machine learning strategy is proposed for predicting cardiac function based on peripheral pulse waves.
Two high-quality datasets are created for health- and cardiovascular disease-subject groups.
The model enables the prediction of three cardiac function parameters fast and accurately.
The model is validated through consistency analysis and comparison with clinical measurements.

https://www.sciencedirect.com/science/article/abs/pii/S0169260722000499