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Math in the Heart | Alfio Quarteroni | TEDxTrento


good morning abbot barriers the heart

because it is the passion that drives us like

mathematicians mathematics for the heart

because I want to convince v that the

math is also useful for us for the

because our health because

diseases of the cardiovascular system

they are very important they manage to

impact deadly 45 per cent

one hundred of the population to rich countries

in western countries with a cost

economic social progress

extraordinarily large it is estimated that

about 200 billion euros for

year artists systems that are this

the impact on the economy of a continent

like europe

yet still about 80 percent

of the diseases of our system

cardiovascular are somehow

predictable this is the role e

this is the point where he loves the theme of

then inserting this is the niche of

mathematical intervention

we want to use math for

try to help doctors clinicians a

better understand our system

cardiocirculatory and it is possible to

better to treat people who are affected

from pathologies and also possibly

better to design the only interventions

that are more effective for pressure

that they need the heart has

basically four rooms two others

two ventricles the venous blood enters

from the vena cava it is then sent to

lungs where oxygen is returned

through the pulmonary veins in the atrium

left and then through the valve

mitral enters the left ventricle e

from here through the val gardens

enters our circulatory system

global through the artery brings a

extremely complex system requires

a perfect single there are big ones

large formations move a large one

pressure of a contraction a

dilatation of our of our heart

there are the values that are opened and

they close very quickly and

exactly thanks to this synchronism

that the heart can work as well as

it works

what you see a real heart this

it is a true pulsation is an image

taken obviously in real time

you really realize how much

complex is the mechanism of

operation

the power that expresses the heart

extraordinary you can get an idea

thinking about if you ever did a

experiment of this kind at

compression of a tennis ball and

the strength that the work requires

you have to produce to crush one

first tennis this is good

comparable in dimensional terms to

work that the heart does in every second

to allow this to happen to this

structure that almost completely hollow

to send our system blood

circulatory

it is estimated that over a cycle of

life

the heart manages to send into ours

circulatory system the equivalent of a

one and a half million barrels of blood

so an effort is really titanic

and it is a spark that cites life into

every second is a spark is a

natural pacemaker that starts from the breast

from the atrial sinus node and then spreads

through a complex system of fibers

the so-called fibers al pur kingi

in the myocardium empire every cell of the

our myocardium is involved comes

activated

this gives rise to a complex

biochemical mechanism to a contraction

or dilatation of these cells e

the aggregate effect of this

contraction dilatation and what

then determines the contraction or the

dilatation of the cardiac system in

sense of the side

why we should trust the

math for a problem like that

complex because math helps us

to reason

math helps us to develop

what today is called the

computational reasoning that is

face a problem in his

complexity to partition ndaw lo in

under problems

each with its own intrinsic logic but

each under first connected to the others

seven problems

these skills of synthesis these

capacity for conceptual aggregation

what makes math one

absolutely powerful tool and I would like

to say that we must be able to be unique

to describe different machines that

they act in sync with the heart

electrophysiological machine then

that the model that describes the

propagation of the potential

electric in our system

then the biochemical machine the one that

then determines the operation of each

single cell its polar

polarization station then the

mechanical machine because there is a

deformative effect as we have seen

the fluid dynamic machine because

we naturally have the blood which is a

fluid inside our cavities and then

finally the activation of the valves la

then all these valve dynamics

machines are actually models

mathematicians who coexist exchanges of

information between them

and it is exactly the resolution of

this problem that is from the point of

mathematical view a monstrosity

absolute is very complex strangely

complex translated into equations that

they translate the fundamental physical principles

of our life and the resolution of

this problem I said that there

will allow us to describe the function

cardiac and also cardiac dysfunction

there is no human no marriage

unable to solve this problem is

too complex complex

we have vision of the mediation of

regulators we need to translate it

infinitely to approximate making it

accessible to the computer through the

very complex algorithms through

programming languages and will then be

calculator that will help us find

an answer and then to represent

this virtual reality that describes the

functioning of our heart

this is the problem we have to solve

the simulation is the element

fundamental therefore starting from the problem

exactly that we do not know how to solve tar

hard did not put the book on the rice

calculator and then carry out the

simulation of behavior understand it

obviously the patient is the actor

fundamental in this speech

the individual we need to acquire

data data are acquired by

Magnetic resonance imaging for

example but the important thing to succeed in

move from this representation that

it is a perception representation of

as you see a geometric model

complete like this this is the first

step two step is to

translate this geometric model conna

of very small geometric elements

the elements of a hypothetical grid of

calculation

at the end of the process we will be able to

describe the solution in each element

of this grid how many I know how many

they are necessary depends on accuracy

one million 10 million 100 million a

times a billion well we will get to

solve problems of a billion

equations for describes the behavior

human

these are the fibers of the muscle

cardiac

that these reproduced with an algorithm

mathematical because hardly

revealed detectable in terms of

magnetic resonance, axial spelling rhythm

this is already the simulation these

they are already good mathematicians here

you see thieves or left and there is one

front advancing and of the front of the

electric potential there are colors

different red is the maximum each

color each color intensity indicates

the intensity of the phenomenon therefore the

amount of potential in this case

specific well we are describing how

in a healthy heart the potential sees

so it will propagate our thread

left here we are describing with a

healthy ventricle deforms in time

real now you see the true speed

here it is only decelerated to do

see this better is speed

true of cardiac pulsation on the left

we live in the lateral image on the right

gives me an image from above how

in every state our heart is

contract from the point of view of the

from its length of around 30 for

one hundred still expands one

percentage of the decline of 25 percent e

then of and place of a twist

absolutely extraordinary and this

incredible movement in some respects

very little natural very little obvious

very little linear that causes the

heart has this kind of performance

what you see is a true heart of

a real person are two ventricles that

see from above now we see them

decelerated then slowed down that the

potential potential

electric is propagating in the nei

ventricles this a sick heart a

heart that has a pathology called

l bbb is substantially a block of

a part of the myocardium due for

example to a heart attack

it is evident that the propagation as if

it was a wave that meets an obstacle

is deviated from place of the

variations to some how to say interactions

of waves is how one develops

substantially chaotic movement

obviously out of this kind they go

cared for and math to help

understand how to intervene with which types

of relationships to be done so that then

these anomalous waves are traced back

in their bed of behavior of

natural behavior

this is a healthy heart this is one

simulation that makes you understand how the

blood flow behaves in ours

heart

at the top you see the left trio at the bottom

see the left ventricle the blood

comes from the four pulmonary veins the

oxygenated blood enter the other

sinister gives place in a dynamic

rather complex in the other left

when the blood pressure exceeds the

valve resistance pressure

mitral this valve opens this

blood enters the left ventricle in

bass

obviously it goes to swell to amplify

the left ventricle when this

pressure still is higher than that

exercised artery carries the valve

aortic opens the blood is expelled

and it is sent to our system

circulatory well understand that it is a

very complex movement

there is no radiological investigation

magnetic resonance demography that can

represent the movement in this with

this kind of realism but I would like to say

especially in this kind of means

the quantitative meaning these are

It is not only a quality survey is

a quantitative investigation

this is the same kind of simulation

here we see the formation of the

vortex structures and it is not exactly

turbulent fluid that flow that

it develops in the heart but it is almost

turbulent from the place of a vorticity

that absolutely extraordinary and thank you

to this vorticity that we do not have

no stagnation zone in ours

vehicle and thanks to this fact that i

our minds are weird clean and that

blood behaves and our heart

continues to behave in a manner

this is extraordinarily effective

another simulation still truth

the opening of the aortic valve

the three leaflets are the three leaflets from

valve gardens that close and open

obviously allows the blood to

to escape entering the orta

ascending that what you see that

what you see above

these are simulations straordina mente

effective from the point of view of the

result quality

there were also extraordinary simulations

complex mind to give you an idea

qualitative one second of real life

so a heartbeat that takes

about a second requires on a gloss

computer we say the biggest that

with the European tour about a week

of calculation time delicate because

all this because math there

is behind the extremely subject

powerful extremely refined and why

our life and a complex life

very rich the heart has an operation

extraordinarily complex from

to catch

the mathematical algorithm we use is

able to give us in every thousandths of

second

so a thousand times the delicious cardia

with the complete evolution of the phenomenon

cardiac we are all different each

we are a different heart to each other

person

not only but we say it has different times

Our heart is different moments

behave differently as

take this variability into account

well this is one of the very things

difficult we must take into account how

the variability so many hearts verses is

conditioned by the shape that obviously

different from the biological data then

for example from viscosity and density

of our blood different from a patient

of one person to another from

distribution of myocardial fibers

still fin that vary in one in one

in spaces and infinite size

basically and then data

functional that is ours we say

state of health at that precise moment

You can put the bill in more from this

variability from these a great one

challenge for us mathematicians and this the

our dream is a dream

specific passion medicine , that is

We hope we can tomorrow to

produce these results for each

single person and if possible on time

real meaning real time in a

time that is affordable that is suitable

and convenient for the analysis of the doctor

in the lane

to do this you need to put on your feet

a way of reasoning but a theme of

completely different from that

traditional

so explore a huge one

variety of patients or people those

that you see represented above for

each of these to do these

Extraordinarily accurate simulations

with supercomputers put away in

very rich database all these

simulations and then when a new one arrives

subject explore and take advantage of e

take advantage of them in a convenient way

simulations of first in such a way by

make it to the simulation for that

specific subject very agile very

quick and feasible and even on one

smartphone

can be used in real time

This is our goal for the doctor

this is our dream but it’s not me

I think too far from the possibility

to realize it then I would like to conclude

giving you a message to this is a type

math what we develop for

the cardiocirculatory system but for the

medicine in the broadest sense I have talked about

this application but of course yes

can try to generalize is last

in the accurate and quantitative theme

so complements perfectly

the clinical knowledge that is obviously

very based on knowledge and

experience on the art of doctor and

on this we say lived experience this

it is also naturally on the images

radiological images are that

allow it depends on the instant photos

and they are photos that he saw me

before specific details for

example of the sections of the system

cardiocirculatory is a mathematics

accurate accuracy and in the hands of

mathematical we have the possibility of

decide how accurately to supply the

results

this is a system check that

he did obviously thanks to the

math is not a mathematics

invasive and this very important not

we need to subdue the

patient has other investigations

therefore it is not invasive and it is not intrusive

and a virtual math is a

ritual approach is done with paper

and pen and computer of course but in the

laboratories in scientific laboratories

so we do not need to acquire

new investigations and therefore obviously

be more impact from the point of

personal view from the point of view

social and economic on the patient is one

predictive math I do not want

just understand what’s happening in

that moment to that person

I want to think I can predict what

it will happen to that person in the future

so I want to do the simulation

exactly like when I do the short ones

over time I want to understand today how it will be

the weather tomorrow and the day after tomorrow

I wish I could use these models for

understand how the evolution of a patient

especially if a certain type of

pathology will develop in a certain

way or in another way

this kind of looking forward again

once it is a characteristic

absolutely fundamental that the mafia

maria guarantees

it’s a math it would like to be like

I said specific pools first then

we would like tomorrow to be able to say it is

this is the heart of this explicit

person this specific heart yes

behave behave will behave

exactly in this way

this is a dream but we work for

this and finally I would like to say that one

mathematics substantially at no cost

because of course there is investment

of knowledge from research

intelligence

but then at this point you can

use substantially

free this I think it is the

important message once the Greeks

they thought that in ancient times the heart

was the casket of our feelings a

this is corroborated in some way and

some evidence yes we have a strong one

positive emotion the first time there

we fall in love, we certainly have a heart

which acts extremely vital manier

It seems a very negative emotion

we talk about broken heart and this

indeed it can be translated sometimes

in a release of hormones such as

to distribute poses cardio system

circulatory and therefore have an impact

it is still not clear on the behavior

of the heart

we are still at these levels of

understand how to combine emotions

feelings, passions and behavior

physiological and pathological of the heart with

mathematics

but we are already close to being able to

describe the action and the dysfunction

cardiac in extremely precise terms

[Applause]

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