Search results for "T2 weighted"

showing 10 items of 10 documents

Accuracy of SWI sequences compared to T2*-weighted gradient echo sequences in the detection of cerebral cavernous malformations in the familial form

2016

Purpose The purpose of this study was to assess the accuracy of susceptibility-weighted imaging (SWI), compared with T2*-weighted gradient echo (GRE) imaging in assessing cerebral cavernous malformations. Materials and methods We retrospectively evaluated 21 patients with a familial form of cavernous malformation. Magnetic resonance (MR) protocol included non-enhanced and contrast-enhanced fast-spin echo (FSE) T1-weighted sequences, FSE T2-weighted sequences, fluid-attenuated inversion-recovery (FLAIR), GRE T2*-weighted and SWI sequences. Images were reviewed in consensus by two expert neuroradiologists to assess the location, number, size and conspicuity of the lesions on T2*-weighted GRE …

AdultMaleHemangioma Cavernous Central Nervous SystemCerebrovascular DiseasesStatistics as TopicSensitivity and SpecificityCerebral cavernous malformations030218 nuclear medicine & medical imaging03 medical and health sciences0302 clinical medicineNuclear magnetic resonanceImage Processing Computer-AssistedHumansMedicineRadiology Nuclear Medicine and imagingAgedRetrospective StudiesCerebral cavernous malformationFamilial formEcho-Planar Imagingbusiness.industryimagingSettore MED/37 - NeuroradiologiaT2*-weighted gradient echo sequenceGeneral MedicineMiddle AgedImage EnhancementMagnetic Resonance Imagingdiagnosisusceptibility-weighted imagingSusceptibility weighted imagingFemaleNeurology (clinical)T2 weightedbusiness030217 neurology & neurosurgeryGradient echoThe Neuroradiology Journal
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Diffusion weighted magnetic resonance imaging in the diagnosis of reversible ischaemic deficits of the brainstem

2002

Objectives: To evaluate the sensitivity of diffusion weighted magnetic resonance imaging (MRI) for the diagnosis of clinically suspected reversible ischaemic deficits of the brainstem. Methods: A total of 158 consecutive patients presenting with acute signs of brainstem dysfunction were investigated using EPI diffusion weighted MRI within 24 hours of the onset of symptoms. High resolution T1 and T2 weighted imaging was performed as a follow up after a median of six days Results: Fourteen of the 158 patients had a complete clinical recovery within 24 hours (transitory ischaemic attack (TIA)), and 19 patients recovered in less than one week (prolonged reversible neurological deficit (RIND)). …

AdultMalePapermedicine.medical_specialtyIschemiaSensitivity and SpecificityCentral nervous system diseaseDiagnosis DifferentialRisk FactorsInternal medicinemedicineHumansProspective StudiesStrokeAgedAged 80 and overNeurologic ExaminationVascular diseasebusiness.industryMiddle Agedmedicine.diseaseequipment and suppliesMagnetic Resonance ImagingDiffusion-Weighted Magnetic Resonance ImagingSurgeryStrokePsychiatry and Mental healthEditorial CommentaryIschemic Attack TransientAcute DiseaseCardiologySurgeryFemaleNeurology (clinical)BrainstemT2 weightedbusinesshuman activitiesDiffusion MRIBrain Stem
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Accelerated T2-Weighted TSE Imaging of the Prostate Using Deep Learning Image Reconstruction: A Prospective Comparison with Standard T2-Weighted TSE …

2021

Multiparametric MRI (mpMRI) of the prostate has become the standard of care in prostate cancer evaluation. Recently, deep learning image reconstruction (DLR) methods have been introduced with promising results regarding scan acceleration. Therefore, the aim of this study was to investigate the impact of deep learning image reconstruction (DLR) in a shortened acquisition process of T2-weighted TSE imaging, regarding the image quality and diagnostic confidence, as well as PI-RADS and T2 scoring, as compared to standard T2 TSE imaging. Sixty patients undergoing 3T mpMRI for the evaluation of prostate cancer were prospectively enrolled in this institutional review board-approved study between O…

Cancer Researchdiagnostic imagingImage qualityIterative reconstructionArticleprostatic neoplasms030218 nuclear medicine & medical imaging03 medical and health sciencesProstate cancer0302 clinical medicineProstateMedical imagingmedicineRC254-282Multiparametric Magnetic Resonance Imagingbusiness.industryDeep learningNeoplasms. Tumors. Oncology. Including cancer and carcinogensdeep learningmultiparametric magnetic resonance imagingmedicine.diseasemedicine.anatomical_structureOncology030220 oncology & carcinogenesisArtificial intelligenceNuclear medicinebusinessT2 weightedCancers
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Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data

2021

Whole gland (WG) segmentation of the prostate plays a crucial role in detection, staging and treatment planning of prostate cancer (PCa). Despite promise shown by deep learning (DL) methods, they rely on the availability of a considerable amount of annotated data. Augmentation techniques such as translation and rotation of images present an alternative to increase data availability. Nevertheless, the amount of information provided by the transformed data is limited due to the correlation between the generated data and the original. Based on the recent success of generative adversarial networks (GAN) in producing synthetic images for other domains as well as in the medical domain, we present…

FOS: Computer and information sciencesComputer Science - Machine LearningComputer sciencePipeline (computing)Computer Vision and Pattern Recognition (cs.CV)Computer Science - Computer Vision and Pattern Recognition02 engineering and technology030218 nuclear medicine & medical imagingMachine Learning (cs.LG)03 medical and health sciencesProstate cancer0302 clinical medicineProstate020204 information systems0202 electrical engineering electronic engineering information engineeringmedicineFOS: Electrical engineering electronic engineering information engineeringSegmentationbusiness.industryDeep learningImage and Video Processing (eess.IV)Pattern recognitionImage segmentationElectrical Engineering and Systems Science - Image and Video Processingmedicine.diseaseData availabilitymedicine.anatomical_structureArtificial intelligencebusinessT2 weighted
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Improved contrast for myeloma focal lesions with T2-weighted Dixon images compared to T1-weighted images

2019

International audience; Purpose: The purpose of this study was twofold. First, to compare the contrast between spinal multiple myeloma (MM) focal lesions and surrounding bone marrow obtained on T2-weighted Dixon fat-only MR images to that obtained on T1-weighted spin-echo images. Second, to search for correlation between bone marrow fat fraction assessed by T2-weighted Dixon sequence and International Myeloma Working Group myeloma defining events.Materials and methods: A total of 39 patients with 112 focal MM lesions were included. There were 25 men and 14 women with a mean age of 68.8±9.8 [SD] years (range: 49-88 years). Contrast between focal MM lesions and surrounding bone marrow was cal…

Malemedia_common.quotation_subject[SDV]Life Sciences [q-bio]Signal-To-Noise Ratio030218 nuclear medicine & medical imagingLesion03 medical and health sciences0302 clinical medicineBone MarrowImage Interpretation Computer-AssistedmedicineT1 weightedHumansContrast (vision)Radiology Nuclear Medicine and imagingMagnetic resonance imaging (MRI)Correlation testMultiple myelomaAgedRetrospective Studiesmedia_commonAged 80 and overSpinal NeoplasmsRadiological and Ultrasound Technologybusiness.industryMean ageGeneral MedicineMiddle AgedImage Enhancementmedicine.diseaseDixon sequenceMagnetic Resonance Imaging[SDV] Life Sciences [q-bio]medicine.anatomical_structure030220 oncology & carcinogenesisFemaleBone marrowmedicine.symptomMultiple MyelomabusinessT2 weightedNuclear medicine
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Deep learning-accelerated T2-weighted imaging of the prostate: Reduction of acquisition time and improvement of image quality.

2021

Abstract Purpose To introduce a novel deep learning (DL) T2-weighted TSE imaging (T2DL) sequence in prostate MRI and investigate its impact on examination time, image quality, diagnostic confidence, and PI-RADS classification compared to standard T2-weighted TSE imaging (T2S). Method Thirty patients who underwent multiparametric MRI (mpMRI) of the prostate due to suspicion of prostatic cancer were included in this retrospective study. Standard sequences were acquired consisting of T1- and T2-weighted imaging and diffusion-weighted imaging as well as the novel T2DL. Axial acquisition time of T2S was 4:37 min compared to 1:38 min of T2DL. Two radiologists independently evaluated all imaging d…

Malemedicine.medical_specialtyImage qualityLesionDeep LearningProstateMedicineHumansRadiology Nuclear Medicine and imagingAgedRetrospective Studiesmedicine.diagnostic_testbusiness.industryDeep learningProstatic NeoplasmsMagnetic resonance imagingRetrospective cohort studyGeneral MedicineMiddle AgedMagnetic Resonance Imagingmedicine.anatomical_structureAcquisition timeArtificial intelligenceRadiologymedicine.symptombusinessT2 weightedEuropean journal of radiology
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CNN-Based Prostate Zonal Segmentation on T2-Weighted MR Images: A Cross-Dataset Study

2020

Prostate cancer is the most common cancer among US men. However, prostate imaging is still challenging despite the advances in multi-parametric magnetic resonance imaging (MRI), which provides both morphologic and functional information pertaining to the pathological regions. Along with whole prostate gland segmentation, distinguishing between the central gland (CG) and peripheral zone (PZ) can guide toward differential diagnosis, since the frequency and severity of tumors differ in these regions; however, their boundary is often weak and fuzzy. This work presents a preliminary study on deep learning to automatically delineate the CG and PZ, aiming at evaluating the generalization ability o…

Urologic DiseasesComputer scienceContext (language use)32 Biomedical and Clinical Sciences-Convolutional neural networkDeep convolutional neural networks Prostate zonal segmentation Cross-dataset generalizationProstate cancer46 Information and Computing SciencesProstateDeep convolutional neural networksmedicineAnatomical MRISegmentationProstate zonal segmentation; Prostate cancer; Anatomical MRI; Deep convolutional neural networks; Cross-dataset generalization;3202 Clinical SciencesCancerSettore ING-INF/05 - Sistemi Di Elaborazione Delle InformazioniProstate cancerSettore INF/01 - Informaticamedicine.diagnostic_testbusiness.industryDeep learningINF/01 - INFORMATICAMagnetic resonance imagingPattern recognitionmedicine.disease3211 Oncology and Carcinogenesismedicine.anatomical_structureCross-dataset generalizationProstate zonal segmentationBiomedical ImagingArtificial intelligenceDeep convolutional neural networkbusinessT2 weightedAnatomical MRI; Cross-dataset generalization; Deep convolutional neural networks; Prostate cancer; Prostate zonal segmentation
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MR-Tomographie bei Hodenprozessen

1992

The value of T1-weighted sequences after intravenous administration of Gd-DTPA and of T2-weighted sequences was compared in 43 patients suspected of having scrotal abnormalities. T2-weighted sequences gave better demonstration of the tunica albuginea and better contrast between tumor and parenchyma. The two techniques were equally sensitive for demonstrating testicular tumors but orchitis was better demonstrated on the contrast enhanced sequences. Motion artifacts were less marked in the T1-weighted sequences with contrast enhancement. In selected cases, contrast enhancement may be a valuable addition to native protocols. Our experience has indicated that MRI provides specific findings in c…

endocrine systemmedicine.medical_specialtyContrast enhancementmedicine.diagnostic_testbusiness.industrymedia_common.quotation_subjectMagnetic resonance imagingmedicine.diseaseTunica albuginea (ovaries)ParenchymamedicineContrast (vision)OrchitisRadiology Nuclear Medicine and imagingRadiologyTomographyT2 weightedbusinessmedia_commonRöFo - Fortschritte auf dem Gebiet der Röntgenstrahlen und der bildgebenden Verfahren
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Exclusive MRI-based tandem and colpostats reconstruction in gynaecological brachytherapy treatment planning

2008

Purpose: According to the GYN GEC-ESTRO Recommendations, MRI is needed with the modality of T2 weighted. CT-MR compatible tandem Plus colpostats (T/C) (Nucletron) is widely used in cervical brachytherapy. The major challenge of MRI is the lack of dummy catheters. Therefore, an additional imaging modality is usually required. One disadvantage of sliced-based reconstruction is that resolution in longitudinal directions can be affected by the slice thickness. The aim of this study is to present a modified T/C applicator in which the catheter visibility is significantly improved. Methods and materials: A modification to the existing T/C applicator has been made available, increasing the cathete…

medicine.medical_specialtyGenital Neoplasms Femalebusiness.industryRadiotherapy Planning Computer-AssistedSlice thicknessmedicine.medical_treatmentBrachytherapyBrachytherapyRadiotherapy DosageHematologyMagnetic Resonance ImagingCatheterizationCatheterOncologymedicineHumansDosimetryFemaleRadiology Nuclear Medicine and imagingRadiologyNuclear medicinebusinessRadiation treatment planningT2 weighted
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Imaging of VSOP labeled stem cells in agarose phantoms with susceptibility weighted and T2* weighted MR Imaging at 3T: determination of the detection…

2013

Objectives This study aimed to evaluate the detectability of stem cells labeled with very small iron oxide particles (VSOP) at 3T with susceptibility weighted (SWI) and T2* weighted imaging as a methodological basis for subsequent examinations in a large animal stroke model (sheep). Materials and Methods We examined ovine mesenchymal stem cells labeled with VSOP in agarose layer phantoms. The experiments were performed in 2 different groups, with quantities of 0–100,000 labeled cells per layer. 15 different SWI- and T2*-weighted sequences and 3 RF coils were used. All measurements were carried out on a clinical 3T MRI. Images of Group A were analyzed by four radiologists blinded for the num…

medicine.medical_treatmentAnimal Typeslcsh:MedicineLarge AnimalsSignalFerric CompoundsDiagnostic Radiologychemistry.chemical_compoundModel OrganismsLimit of DetectionMolecular Cell BiologymedicineAnimalsParticle Sizelcsh:ScienceBiologyDetection limitMultidisciplinarySheepmedicine.diagnostic_testStaining and Labelingbusiness.industryChemistryPhantoms ImagingSepharoseStem Cellslcsh:RMagnetic resonance imagingMesenchymal Stem CellsStem-cell therapyVSOPAnimal ModelsMagnetic Resonance ImagingStrokeDisease Models AnimalAgaroseMedicinelcsh:QVeterinary ScienceStem cellCellular TypesT2 weightedNuclear medicinebusinessRadiologyBiomedical engineeringStem Cell TransplantationResearch ArticleDevelopmental BiologyPloS one
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