Magnetoencephalography (MEG) Flashcards

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1
Q

Why does MEG have a higher spatial resolution than EEG?

A

Because magnetic fields generated by the brain are not distorted by the scalp or the skull like electric fields are.

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2
Q

What is the main challenge of MEG?

A

The neuromagnetic signal is small (around 100 fT in strength) so it is hard to detect.

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3
Q

State the MEG forward problem

A

Given a known current distribution in the brain, can we compute the magnetic field distribution outside the head?

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4
Q

What are the two key approximations made to solve the MEG forward problem

A

The spherically symmetric conductor approximation: assume that the head/brain is a single sphere with homogeneous conductivity.
The current dipole approximation: when viewed from a distance, the field from a large number of synchronised post-synaptic currents looks like the field of a single current dipole.

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5
Q

What is an alternative to using the spherically symmetric conductor approximation?

A

Using more complex models from a patient’s MRI scan.

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6
Q

When is the current dipole approximation reasonable?

A

When the region of the brain activated is small.

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7
Q

Give the equation for the total current that can contribute to an MEG signal

A

J(r’) = total current
Jp(r’) = primary current
Jv(r’) = volume current

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8
Q

State the Geselowitz formula

A

B(r) = magnetic field
J^P(r’) = primary current
r’ = location inside the brain
R = r - r’
V = electric scalar potential
n(r’) = vector normal to the surface element

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9
Q

∇A x ∇B = ?

A

∇ x (A∇B)

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10
Q

State Stokes’ Theorem

A
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10
Q

How can the Geselowitz formula be derived?

A
  1. Define total current.
  2. Define volume current in terms of conductivity and ∇V (E = - ∇V).
  3. Use the Biot-Savart law to define the B-field outside of G.
  4. Substitute the primary and volume current in and separate the terms.
  5. Redefine the volume current using ∇A x ∇B = ∇ x (A∇B) and Stokes’ theorem.
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11
Q

State the Geselowitz formula after applying the two forward problem approximations

A

B(r) = magnetic field
Q = dipole magnitude and direction
r_Q = position of the current dipole
e_r = vector normal to the plane of the magnetic field detector
r = position

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12
Q

What does the Geselowitz formula represent after approximations have been applied?

A

An analytical forward model solution for a single current dipole in a spherically symmetric conductor.

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13
Q

What parts of the brain is MEG most sensitive to? Why?

A

Shallow sources in the cortex because the field decays with the square of distance.

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14
Q

MEG is only sensitive to dipoles oriented ___________.

A

Tangentially

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15
Q

State the MEG inverse problem

A

Can we calculate a current distribution inside the brain given a known magnetic field distribution outside the head?

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16
Q

Why is the MEG inverse problem ill-posed?

A

There are infinite solutions so an estimate is required using optimisation techniques.

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17
Q

What is a lead field?

A

An N-dimensional vector containing the magnetic field that would be measured at each end of N sensors in response to a single current-dipole source of unit amplitude at a pre-determined location in the brain.

18
Q

What does the lead field represent?

A

The solution to the forward problem for all sensor locations for all possible source locations and orientations.

19
Q

Describe the matrix system for MEG data

A

m = sensors
L = lead field at the i-th sensor form a unit of the j-th dipole
q = current dipoles

20
Q

How does the lead field model help to solve the MEG inverse problem?

A

It allows the field to be calculated at each channel where each channel scans a section of the brain.

21
Q

In reality, there are ~______ locations in a ~1mm voxelisation of the brain and only ~___ channels.

A

20,000
300

22
Q

Give the matrix equation for MEG data

A

m = sensors
L = lead field
q = current dipoles

23
Q

Describe how dipole fitting for MEG data works

A
  1. The number of active dipoles at r_Q is assumed to be 1.
  2. Knowing this, Q and r_Q are iteratively varied to minimise the sum squared difference between the model (m_model) and the data (m).
  3. Minimising the error reveals the optimum location, orientation, and strength of the dipole in the brain.
24
Q

How is interference reduced in MEG systems?

A

MEG systems are housed in a magnetically shielded room (MSR).

25
Q

Why does interference have to be reduced for MEG systems?

A

Because brain fields are small so their signal can be obscured by larger fields such as mains electricity, vehicles, and other biomagnetic systems like the heart.

26
Q

Give the equation for the shielding factor

A

SF = shielding factor
B = magnetic field

27
Q

Why is it necessary to calculate the shielding factor?

A

To quantify the performance of an MSR

28
Q

Give the equation for the shielding factor in units of dB

A

SF_dB = shielding factor in dB
SF = shielding factor

29
Q

What type of material are MSRs made of? Why?

A

A material with high magnetic permeability (e.g. Mu metal) because these materials provide an easy path for flux, diverting it from the scanner.

30
Q

What does SQUID stand for?

A

Superconducting QUantum Interference Device

32
Q

What are SQUIDs?

A

Magnetic field detection devices that are sensitive to <5 fT fields. They need liquid helium at 4K to operate.

33
Q

How is the sensitivity of a SQUID boosted?

A

The SQUID is coupled to a pickup coil which further rejects noise.

34
Q

Describe the design of a magnetometer SQUID

A

A changing field induces a current in the loop. The current is proportional to the field, B.

35
Q

State one cost and one benefit of magnetometers

A

Cost: Intrinsically sensitive to noise
Benefit: Sensitive to deep sources

36
Q

Describe the design of an axial gradiometer

A

Adding a second loop produces a gradiometer. It measures the difference in magnetic field between the two loops separated axially. It is sensitive to shallow sources at the edge of the coil.

37
Q

Describe the design of a planar gradiometer

A

Adding a second loop produces a gradiometer. It measures the difference in magnetic field between the two loops separated in a plane. It is sensitive to sources directly beneath the pair.

38
Q

Give the equation for the gradient of a gradiometer

A

G = B1 - B2

39
Q

Describe the shape of a graph displaying the strength of a magnetic field with distance from the source to show how position impacts gradiometer output

A
40
Q

For nearby sources, G is ______. Placing coils close to the head highlights brain activity.

A

Large

41
Q

For distal sources, G is _____, even if the amplitude is ______.

A

Small
Large

42
Q

Give 3 reasons why MEG is hard to carry out

A
  • MSR is expensive
  • Helium is expensive
  • Cryogenic equipment is fiddly to work with
43
Q

How many MEG systems are there worldwide?

A

~200

44
Q

Briefly describe OPM-MEG

A

An upcoming version of MEG sensors that targets the main problems of MEG as it does not require cryogenics.