Top Banner
DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation, Institute of Biomedical Engineering, University of Oxford [email protected]. ac.uk Monitoring Blood Pressure Biomedical Signal Processing June 23, 2022
35

DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

Dec 22, 2015

Download

Documents

Angelina Short
Welcome message from author
This document is posted to help you gain knowledge. Please leave a comment to let me know what you think about it! Share it to your friends and learn new things together.
Transcript
Page 1: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

DEPARTMENT OF ENGINEERING SCIENCEINSTITUTE OF BIOMEDICAL ENGINEERING

Marco F Pimentel,Graduate Student,Centre for Doctoral Training in Healthcare Innovation,Institute of Biomedical Engineering,University of Oxford

[email protected]

Monitoring Blood PressureBiomedical Signal Processing

April 19, 2023

Page 2: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 2

Outline

Short history

Definition of Blood Pressure What is hypertension?

Various methods used for measurements of blood pressure

How often should we measure blood pressure? Sampling and Aliasing

New resources – An Oxford University Project

Page 3: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 3

The first to measure BP

1733 - Reverend Stephen Hales first to measure BP

Measured the height of a column of blood after cannulating the carotid artery in a horse with a brass pipe.

I’m that good!!!

Page 4: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 4

The first measurement of BP

The brass pipe was attached to a 12 inch glass tube

Tube was connected to the pipe via a trachea of a goose

Page 5: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 5

A second try…

100 years later: a mercury manometer connected to the artery was used to measure the BP

However:

Both of these methods are invasive

… And maybe… a bit uncomfortable for the patient!

Page 6: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 6

Eureka!

In late 1890s, an Italian physician – Scipione Riva Rocci invented the Sphygmomanometer

Shygmo (from the Greek) => pulse

Manometer => pressure meter

- Consisted of a mercury column Manometer, a rubber sleeve whichis filled with air, and a squeeze bagto inflate the rubber sleeve I had an

idea!

Page 7: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 7

Nowadays BP monitors

Page 8: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 8

What is Blood Pressure?

Blood Pressure is a measurement of the force against the walls of the arteries as the heart pumps blood throughout the body

Blood pressure is measured in mmHg (millimeters of mercury)

Page 9: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 9

What is Blood Pressure?

Blood Pressure is a measurement of the force against the walls of the arteries as the heart pumps blood throughout the body

Blood pressure is measured in mmHg (millimeters of mercury)

1,000 Pa is about 7 mmHg!

Page 10: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 10

What is Blood Pressure?

The blood pressure reading is taken in 2 numbers:systolic and diastolic.

Systolic

Diastolic

Measure of pressure as the heart is beating

Measure of pressure while

the heart is at rest between beating

Page 11: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 11

Hypertension

Blood pressure changes all the time: It decreases when we sleep, or when we are at rest It increases when we are active, excited, practicing sports,

stressed and nervous

Changing blood pressure is a vital part of a healthy cardiovascular system

Hypertension, or high blood pressure, happens when the blood pressure stays too high over an extended period of time:

Can cause the heart to have to work too hard and the force of the blood flow can damage your arteries, heart, kidneys, brain and eyes.

Page 12: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 12

Hypertension

Know your numbers:

Page 13: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 13

Hypertension

Hypertension depends on several factors:

Page 14: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 14

How to measure?

Invasive blood pressure (IBP):

It measures the BP internally by using a sensitive IV catheter inserted into an superficial artery. This is the procedure taken where continuous BP monitoring is required.

Non-invasive blood pressure (NIBP):

Auscultation

Oscillometry

Doppler (determines the flow distal to the artery)

Arterial tonometry, Arterial volume clamp are other types of NIBP measure

Page 15: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 15

How to measure?

Non-invasive blood pressure

Auscultation

Oscillometry

Mercury sphygmomanometer+ stethoscope

Mechanical manometer + stethoscope

Page 16: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 16

How to measure?

Page 17: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 17

The auscultation method

Page 18: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 18

The auscultation method

Page 19: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 19

The auscultation method

Systolic BP

Diastolic BP

Page 20: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 20

The oscillometric method

Page 21: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 21

The oscillometric method

It is based on the change of the magnitude of oscillation

MAP – Mean Arterial Pressure

Page 22: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

The oscillometric method

It is based on the change of the magnitude of oscillation

MAP – Mean Arterial Pressure

Page 23: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

How often should we measure?

Lets first consider an example…

MATLAB Demo

Page 24: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

How often should we measure?

Why is this important for blood pressure monitoring?

How much does your blood pressure vary in one day?

Page 25: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

How often should we measure?

Why is this important for blood pressure monitoring?

How much does your blood pressure vary in one day?

Kotsis et al. Hypertension, 2005

Page 26: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

How often should we measure?

Treat

Do nottreat

8amDBP

4am2pm 4am

Treatment threshold

SBP

time

24hr mean

BP

10pm

Page 27: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F Pimentel

Under-sampling

April 19, 2023Blood Pressure - Biomedical Signal Processing

Page 22

How often should we measure?

Treat

Do nottreat

8am4am2pm

10pm 4amtime

++

+

Treatment threshold24hr mean

BP

Page 28: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F Pimentel

Aliasing effect

April 19, 2023Blood Pressure - Biomedical Signal Processing

Page 22

How often should we measure?

Treat

Do nottreat

8am4am2pm

10pm 4am

BP

time

++

+

Treatment threshold

Page 29: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

Under-sampling and aliasing

Page 30: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

Sampling and Aliasing

Under-sampling looses (important) wave details!

It also may change the wave form/shape due to Aliasing

Sampling is a discrete observation or measurement, while Aliasing is an illusion, appearance of something that is not, due to shortcomings of sampling

Page 31: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

New resources

http://www.worldlifeexpectancy.com/cause-of-death/hypertension/by-country

Page 32: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

Low-cost BP monitor

http://code.google.com/p/ewh-bp-project/

Page 33: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

Low-cost BP monitor

http://code.google.com/p/ewh-bp-project/

Page 34: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

Awards

Page 35: DEPARTMENT OF ENGINEERING SCIENCE INSTITUTE OF BIOMEDICAL ENGINEERING Marco F Pimentel, Graduate Student, Centre for Doctoral Training in Healthcare Innovation,

M F PimentelApril 19, 2023

Blood Pressure - Biomedical Signal ProcessingPage 22

Break!