Blood pressure estimation

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2 papers with code • 2 benchmarks • 1 datasets

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Trend	Dataset	Best Model	Paper Title	Paper	Code	Compare
	MIMIC-III	Deep RNN	Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks			See all
	Multi-day Continuous BP Prediction	Deep RNN	Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks			See all

Datasets

MIMIC-III

Greatest papers with code

Long-term Blood Pressure Prediction with Deep Recurrent Neural Networks

psu1/DeepRNN • • 12 May 2017

Existing methods for arterial blood pressure (BP) estimation directly map the input physiological signals to output BP values without explicitly modeling the underlying temporal dependencies in BP dynamics.

Ranked #1 on Blood pressure estimation on MIMIC-III

Blood pressure estimation Electrocardiography (ECG)

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Developing Personalized Models of Blood Pressure Estimation from Wearable Sensors Data Using Minimally-trained Domain Adversarial Neural Networks

stmilab/cufflessbp_dann • • 24 Jul 2020

A practical problem with this approach is that the amount of data required to confidently train such a regression model can be prohibitive.

Blood pressure estimation Transfer Learning