From 76ded1bd9b236768c1c0fd4e0298e78c38679310 Mon Sep 17 00:00:00 2001 From: Luna Bellec Date: Sat, 7 Sep 2024 17:42:14 -0400 Subject: [PATCH] Update documentation --- .buildinfo | 2 +- ...6f9982c8d9e9f24b415c79f842377fe299a749.png | Bin 0 -> 224384 bytes ...a628b415b96296b117ef89532cb10b0934f25.png} | Bin 46615 -> 46615 bytes ...07980b07482bbe0fcd2cd166e70024a83d32b4.png | Bin 0 -> 465977 bytes ...4ee56671d001b7a8eafb0e86eab17901d48cb3.png | Bin 0 -> 301767 bytes ...19304ffb789a50f6f5e49c14bcc0c4f74c0564.png | Bin 0 -> 623427 bytes ...9d1830a6123054d13eef09237ed63546f74a44.png | Bin 0 -> 53507 bytes ...6778c30c59c3f0ceb4c6d07da752b50e2d1f8.png} | Bin 168843 -> 168843 bytes ...cad85e884eebaffc32c705dda208e2b268c461.png | Bin 262710 -> 0 bytes ...4433d02a52e61864b5b8efb7960949ccd5459.png} | Bin 104840 -> 104840 bytes ...f119f99d888dbaeb8952a8761f5f910436e4b.png} | Bin 928367 -> 928367 bytes ...0d9e19eb4ed63c06fd47d38d3512399d0b3f2d.png | Bin 278941 -> 0 bytes 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zEcE9aFzS{Idi6tvTBf>ginMB~2UF!Z;K){5clfdVPL+12n&C`ehBdEla42Xp}^?gA!zkhi}WrEduYEH5C82PvK%sZ90OR zRryngt=>aCA^nEN?~;SxmJIc?pDwBJX~ILb&X7>z;okffj7fj8UdWxK<#H6)fY@KJo!U9JPtJg}w z6r^#9qb5Sj@`Bk@XcjT=LO2SfaF32V6j}KJ5621Djcq?rCWYq)vntMO(_eR^>osp@ zpH`$1K;#MqctP~Et(Ny4KagVrb;o*=!dR!dYKs48D-lsPshfo@bE(b@EaiDaTWzH^ zKsr4BB4bjKXjPuy?9QDMDeZY5uCDD1$rppNo-2VDqGX;>ugy93!7$7_!%mI)%80W#x` z=;)Qov-tS4W)LChdA{bcu`r`8(9|}7lI3Qw3!|Wm1%5`h<64H28NkjGGAaniFV|@A zX2yib>W<5)Yf;E|h8` pour une explication de ces termes. Cette figure est générée par du code python à l'aide de la librairie [nilearn](https://nilearn.github.io/) à partir d'un jeu de données public appelé template MNI152 2009 {cite:p}`Fonov2011-xr` (cliquer sur + pour voir le code). ``` -Le type d'image le plus couramment acquis avec un appareil d'IRM vise à caractériser la morphologie du cerveau. Comme on peut le voir dans la figure {ref}`ci-dessus `, on distingue aisément certains éléments anatomiques: - * La **matière grise**, en périphérie du cortex, apparaît en gris dans l'image. C'est là que les corps des neurones sont présents. - * Il est aussi possible de distinguer la **matière blanche** en blanc (ou plutôt gris clair) qui contient des paquets d'axones - c'est à dire les connexions entre les neurones. +Le type d'image le plus couramment acquis avec un appareil d'IRM vise à caractériser la morphologie du cerveau. Comme on peut le voir dans la figure {ref}`ci-dessus `, on distingue aisément certains éléments anatomiques: + * La **matière grise**, en périphérie du cortex, apparaît en gris foncé dans l'image. C'est là que les corps des neurones sont présents. + * Il est aussi possible de distinguer la **matière blanche** (en gris clair) qui contient des paquets d'axones - c'est à dire les connexions entre les neurones. * Enfin, en **noir**, on peut voir des structures comme les ventricules, qui contiennent de l'eau, des nutriments, ainsi que des déchets métaboliques. La taille et la forme de ces structures peuvent varier en fonction de nombreux facteurs comportementaux ou démographiques. Par exemple, la quantité de matière grise diminue de manière massive avec l'âge: on parle d'**atrophie corticale**. Plusieurs techniques d'analyse des images ont été développées pour quantifier ces changements morphologiques, comme la **volumétrie**, la "**voxel-based morphometry**", ou bien encore les **analyses de surface**. Ces techniques seront présentées dans le chapitre {ref}`morphometrie-chapitre`. diff --git a/_sources/intro.md b/_sources/intro.md index f3c3744..1ee9132 100644 --- a/_sources/intro.md +++ b/_sources/intro.md @@ -46,6 +46,14 @@ Le développement de ce livre a démarré afin de servir d'outil de référence ⚠️ 👀 + + + +
Julien Cohen-Adad +
+
+ 👀 + diff --git a/_sources/irm.md b/_sources/irm.md index 77474ae..46ff3e9 100644 --- a/_sources/irm.md +++ b/_sources/irm.md @@ -25,10 +25,18 @@ kernelspec:
🤔 + + + +
Julien Cohen-Adad +
+
+ 👀 + -
Pierre bellec +
Lune bellec

🤔 @@ -59,9 +67,18 @@ Illustration schématique des principales composantes d'un appareil IRM. Figure * Les **bobines de gradient**: permettent de faire varier l'intensité du champ magnétique dans l'espace. Durant l'acquisition des images, les gradients sont activés puis arrêtés plusieurs fois. Les gradients peuvent être produits dans toutes les directions. - * L'**antenne radio-fréquence**: permet de (1) exciter la matière grâce à des émetteurs, et (2) mesurer la réponse de ces tissus biologiques à l'excitation grâce à des récepteurs. Les impulsions radio-fréquence générées par l'antenne créent un faible champ magnétique perpendiculaire au champ magnétique principal généré par l'aimant. Les antennes de réception peuvent aussi être placées dans un équipement spécifique pour la tête. + * L'**antenne radio-fréquence**: permet de (1) exciter la matière grâce à des émetteurs, et (2) mesurer la réponse de ces tissus biologiques à l'excitation grâce à des récepteurs. Les impulsions radio-fréquence générées par l'antenne créent un faible champ magnétique perpendiculaire au champ magnétique principal généré par l'aimant. Les antennes de réception peuvent aussi être placées dans un équipement spécifique pour la tête, voir {numref}`antenne-fig`. Nous allons parler plus en profondeur du fonctionnement de tous ces éléments dans les prochaines sections. + + ```{figure} ./irm/fig_antenne.jpg + --- + width: 800px + name: antenne-fig + --- +Antenne émettrice-réceptrice de tête. Image par Raziel — Travail personnel sous license [CC BY-SA 3.0](https://commons.wikimedia.org/w/index.php?curid=5044068). + ``` + ```{warning} L'IRM est très sensible aux mouvements de la tête ! Il est possible d'utiliser des coussins ou autres dispositifs pour réduire le mouvement. ``` @@ -101,7 +118,12 @@ Les protons qui constituent en partie les atomes se comportent comme des petits Un atome d'hydrogène possède une fréquence de Larmor de 42.58 MHz/Tesla. Cette fréquence n'est donc pas fixe, mais **dépend de la force du champ magnétique!** Placé dans un champ magnétique externe de 1T, un atome d'hydrogène tourne 42580000 fois par seconde. Plus le champ magnétique dans lequel se trouve un proton est fort, plus la vitesse à laquelle tourne le moment magnétique de ce proton va augmenter. ``` -L'aimant de l'IRM contribue à aligner le moment magnétique des protons selon le même axe que le champ magnétique principal, appelé B0. Ce champ B0 va des pieds vers la tête. La force de l'aimant principal est mesurée en Teslas (T). Les appareils de 1.5T sont utilisés principalement à des fins cliniques alors qu'en recherche, le standard est plutôt de 3T, ce qui est environ 60000 fois plus puissant que le champ magnétique terrestre! Les appareils à 7T représentent à ce jour la nouvelle frontière utilisée en recherche, et quelques appareils à 10T+ existent dans le monde. Mais pourquoi voudrions-nous augmenter la force du champ magnétique? En augmentant la force du champ magnétique, nous pouvons gagner en résolution spatiale et temporelle. Par contre, augmenter la force du champ magnétique peut également introduire des artefacts! +En l'absence de champ magnétique, les spins des atomes d'hydrogène pointent dans des directions aléatoires dans les tissus cérébraux. L'aimant de l'IRM contribue à aligner le moment magnétique des protons selon le même axe que le champ magnétique principal, appelé B0. Ce champ B0 va des pieds vers la tête. La force de l'aimant principal est mesurée en Teslas (T). Les appareils de 1.5T sont utilisés principalement à des fins cliniques alors qu'en recherche, le standard est plutôt de 3T, ce qui est environ 60000 fois plus puissant que le champ magnétique terrestre! Les appareils à 7T représentent à ce jour la nouvelle frontière utilisée en recherche, et quelques appareils à 10T+ existent dans le monde. Mais pourquoi voudrions-nous augmenter la force du champ magnétique? En augmentant la force du champ magnétique, nous pouvons gagner en résolution spatiale et temporelle. Par contre, augmenter la force du champ magnétique peut également introduire des artefacts! + +```{admonition} Taille et poids d'un appareil IRM +La taille et le poids d'un appareil IRM peut varier beaucoup. Par exemple, l'IRM 1.5T de type Aeara de la compagnie Siemens pèse 4.3 tonnes, et a une ouverture (le tube dans lequel entre la personne qui fait l'examen) de 70 cm de rayon. L'appareil 3T de type Prisma de Siemens pèse 13 tonnes et a une ouverture de 60 cm de rayon. Enfin, L'IRM 7T de type Terra de Siemens fait lui presque 25 tonnes, avec la même taille d'ouverture que l'appareil à 3T! En général, plus la force du champ magnétique B0 est grande et plus l'appareil est lourd. +``` + ## Résonance magnétique ```{admonition} La résonance... pas juste magnétique @@ -145,7 +167,7 @@ Nous avons vu comment une onde radio-fréquence permet d'exciter les noyaux d'hy Ces variations sont beaucoup plus faibles que le champ B0, et ne représentent qu'une fraction de teslas, mais cela va nous permettre d'extraire une information spatiale dans un processus de résonance. À l'aide de ces gradients, il est possible de mesurer des propriétés magnétiques de tissus situés à un point spécifique dans l'espace, et donc de faire une image (3D). Ce processus est complexe, mais la première étape est relativement simple à comprendre: c'est la sélection de coupe. -Nous nous rappelons que la fréquence de Larmor d'une particule dépend de la force du champ magnétique dans lequel elle se trouve. En changeant la force du champ magnétique dans une direction donnée grâce aux bobines de gradient, nous allons modifier la fréquence de Larmor des atomes d'hydrogène à un endroit précis du gradient. Les impulsions radio-fréquence ne viendront exciter les atomes d'hydrogène que dans la coupe où le champ magnétique a la force qui correspond à la fréquence d'excitation. De cette manière, au lieu de recevoir du signal de l'ensemble du cerveau, nous ne recevons du signal que de la coupe sélectionnée, car seuls les atomes d'hydrogène dans cette coupe seront entrés en résonance. +Nous nous rappelons que la fréquence de Larmor d'une particule dépend de la force du champ magnétique dans lequel elle se trouve. En changeant la force du champ magnétique dans une direction donnée grâce aux bobines de gradient, nous allons modifier la fréquence de Larmor des atomes d'hydrogène à un endroit précis du gradient. Les impulsions radio-fréquence ne viendront exciter les atomes d'hydrogène que dans la coupe où le champ magnétique a la force qui correspond à la fréquence d'excitation. De cette manière, au lieu de recevoir du signal de l'ensemble du cerveau, nous ne recevons du signal que de la coupe sélectionnée, car seuls les atomes d'hydrogène dans cette coupe seront entrés en résonance. Ainsi, bien que la fréquence de Larmor soit fixe pour une force de champ magnétique donnée, elle peut varier localement durant une acquisition IRM en raison des gradients appliqués. Il nous reste encore à découper notre coupe en pixels... Mais cela sort largement du contexte de ce chapitre d'introduction. Pour en apprendre plus sur l'encodage spatial en IRM, vous pouvez consulter cette [ressource](https://www.imaios.com/en/e-Courses/e-MRI/Signal-spatial-encoding/Spatial-encoding-intro) (en anglais). @@ -170,9 +192,9 @@ HTML('

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