Blood pressure estimation

4 papers with code • 2 benchmarks • 2 datasets

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Most implemented papers

MIMIC-III, a freely accessible critical care database

mit-lcp/mimic-iii-paper Nature 2016

MIMIC-III (‘Medical Information Mart for Intensive Care’) is a large, single-center database comprising information relating to patients admitted to critical care units at a large tertiary care hospital.

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.

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.

BP-Net: Efficient Deep Learning for Continuous Arterial Blood Pressure Estimation using Photoplethysmogram

rishivar/BP-Net 29 Nov 2021

Blood pressure (BP) is one of the most influential bio-markers for cardiovascular diseases and stroke; therefore, it needs to be regularly monitored to diagnose and prevent any advent of medical complications.