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Enregistrement W2047875270 · doi:10.1002/uog.2790

Fetal brain volume measurements by magnetic resonance imaging

2006· article· en· W2047875270 sur OpenAlexaboutno aff
Thomas Andreas, U Wedegärtner, M Tchirikov, Kurt Hecher, Helmut Schröder

Notice bibliographique

RevueUltrasound in Obstetrics and Gynecology · 2006
Typearticle
Langueen
DomaineMedicine
ThématiqueFetal and Pediatric Neurological Disorders
Établissements canadiensnon disponible
Organismes subventionnairesnon disponible
Mots-clésMedicineMagnetic resonance imagingVentriculomegalyNuclear medicine3D ultrasoundVolume renderingAnatomyUltrasoundRadiologyFetusVisualizationPregnancyArtificial intelligenceComputer science

Résumé

récupéré en direct d'OpenAlex

We describe three fetuses with malformations of the brain detected by ultrasound imaging. Magnetic resonance imaging (MRI) was then used to measure the fetal brain volumes, in order to gain more information to aid in the counseling of parents and further perinatal management. This was performed with a phased-array body coil on a 1.5-T Magnetom Symphony (Siemens, Erlangen, Germany) machine using fast T1- and T2-weighted sequences. T2-weighted half-Fourier acquisition turbo spin-echo (HASTE) sequences of the whole fetus were acquired in three orthogonal planes (slice thickness, 3 mm; interslice gap, 1 mm). Examinations were done during maternal breath-holding, with acquisition times of < 30 s. Data in DICOM format generated by the MR tomograph were transferred to a PC (Windows XP, Microsoft Corp., Redmond, WA, USA; graphic input screen Wacom Cintiq 18SX, Vancouver, WA, USA), executing the multi-purpose three-dimensional (3D) visualization and modeling software, Amira® (vers. 3.0; TGS, San Diego, CA, USA). Using an input pen, structures of interest in the fetal cephalic region (including skull, ventricles, hemispheres, cerebellum and eyes) were identified on stacked slices and marked manually (by T.A.) with different colors; this is referred to as ‘segmentation’. Amira then allowed volume measurement and surface rendering of selected structures in any desired combination. Measured brain volumes included the tissue volume of both hemispheres and the cerebellum. Our first patient was referred at 25 weeks' gestation with a diagnosis of left-sided ventriculomegaly. The brain volume of 116 mL at referral had increased to 203 mL by 31 weeks, with hemispheric parenchymal volumes of equal size (right, 106 mL; left, 97 mL). Volumes of side ventricles were approximately 16 mL on the right and 100 mL on the left side (Figure 1). The fetus was delivered by elective Cesarean section at 38 weeks. Therapeutic endoscopic fenestration of the septum pellucidum was complicated by post-surgical infection. By the age of 2 years, the child had developed right-sided hemiparesis and focal epilepsy. The second patient was referred at 32 weeks' gestation with a diagnosis of microcephaly and oligohydramnios. Lissencephaly was diagnosed based on MRI, and the brain volume was determined as 63 mL at 32 + 2 weeks. After intensive counseling, the parents requested termination of pregnancy. The third patient was referred at 35 weeks' gestation with a diagnosis of a large left-sided intracranial cyst. The brain volume was 210 mL and the volume of the cyst was 337 mL. MRI did not allow separation of the hemispheres for volume measurements due to compression of the brain tissue by the cyst. ‘Open-lip schizencephaly’ was diagnosed by MRI 10 days after delivery by elective Cesarean section. The newborn developed spastic seizures, and its electroencephalogram was abnormal. Figure 2 puts the brain weights of our three cases in the context of ‘normal’ human fetal brain weights during pregnancy, based on Gruenwald and Minh1, Singer et al.2 and Guihard-Costa and Larroche3 (see also Duncan et al.4). Magnetic resonance image (coronal view) showing left-sided ventriculomegaly (Case 1, 31 weeks). The brain mass is translucent yellow to allow visualization of the side ventricles (translucent blue). Eyes are colored brownish. Growth of the fetal brain from 17 weeks' gestation1-3. Median (solid line) and 5th and 95th percentiles (dashed lines) are indicated3. Open circles with solid whiskers ( ± 2 SD) are fortnightly means1, while triangles with dashed whiskers ( ± 2 SD) are weekly means2. The data from Singer et al.2 are shifted slightly to the right with respect to their true position to allow them to be distinguished. Filled circles represent brain volumes of unaffected fetuses based on our own magnetic resonance imaging measurements (unpubl. observ.). Filled squares represent the three cases described here. In conclusion, differentiated brain volume measurements using MRI may help in making an appropriate decision for further perinatal management.

Récupéré en direct depuis OpenAlex et désinversé. Les résumés ne sont pas conservés dans cette base de données : les index inversés représentent 8,6 Go des 9,3 Go de texte de la base, et le serveur dispose de 13 Go libres.

Comment cette classification a été obtenuedéplier

Prédiction distillée sur la base complète

Imitation des enseignants

Ni prévalence calibrée, ni vérité terrain. Validation humaine à venir. Apprise à partir de 10 348 étiquettes directes de Codex et de 10 348 étiquettes directes de Gemma. Le mode candidate est l'union des têtes enseignantes seuillées; le consensus est leur intersection. Ces sorties portent le statut machine_predicted_unvalidated et ne sont ni des étiquettes humaines ni des étiquettes directes de modèles de pointe.

score de la tête « metaresearch » (Codex)0,000
score de la tête « metaresearch » (Gemma)0,012
Version: codex-gemma-dda1882f352aStatut de validation: machine_predicted_unvalidated
Catégories candidatesMétarecherche
Catégories consensuellesaucune
DomaineSignal candidat: aucune · Signal consensuel: aucune
Devis d'étudeSignal candidat: Observationnel · Signal consensuel: Observationnel
GenreSignal candidat: Empirique · Signal consensuel: Empirique
Score de désaccord entre enseignants0,398
Score d'incertitude au seuil0,997

Scores Codex et Gemma par catégorie

CatégorieCodexGemma
Métarecherche0,0000,012
Méta-épidémiologie (sens strict)0,0000,000
Méta-épidémiologie (sens large)0,0000,000
Bibliométrie0,0000,001
Études des sciences et des technologies0,0000,000
Communication savante0,0000,000
Science ouverte0,0000,000
Intégrité de la recherche0,0000,000
Charge utile insuffisante (le modèle a refusé de juger)0,0000,000

Scores machine (provisoires)

Les deux têtes enseignantes du modèle étudiant, lues sur ce travail. Un score ordonne la base pour la relecture; il n'affirme jamais une catégorie, et le statut de validation accompagne chaque rangée tel quel.

Scores de référence d'un modèle non mature (critères de maturité non atteints, 7 itérations). Un score ordonne; il n'affirme jamais une catégorie.

Tête enseignante Opus0,010
Tête enseignante GPT0,221
Écart entre enseignants0,212 · la distance entre les deux têtes enseignantes sur ce seul travail
Statut de validationscore_only:v0-immature-baseline · tel quel depuis la passe de notation : score_only signifie que le nombre peut ordonner les travaux, et qu'aucune étiquette de catégorie n'en découle

Classification

machine, non validée

Prédiction automatique; un appel candidat d’une seule tête enseignante, pas un consensus.

Devis d'étudeObservationnel
Domainenon disponible
GenreEmpirique

Le détail, modèle par modèle et score par score, se trouve en fin de page sous « Comment cette classification a été obtenue ».

En bref

Citations5
Publié2006
Routes d'admission1
Résumé présentoui

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