Novel Whole Brain DTI Segmentation and Diffusion Colour Mapping Technique for Tumour Diagnosis and Boundary Delineation
نویسندگان
چکیده
Introduction: Conventional MRI sequences (e.g. T1, T2 & FLAIR) have limited sensitivity and specificity in diagnosing brain tumours. Contrast enhanced image tumour boundaries may underestimate lesion margins, which is critical for image guided tumour resection and effective radiotherapy planning (given that maximal resection yields improved length of survival for both high and low grade glioma [1][2]). Previous studies have identified differences in diffusion patterns between tumour types [3] however this has yet to be applied in clinical practice. We present a novel whole brain DTI k-medians clustering algorithm that generate Diffusion Colour Maps (DCM). When this technique is applied to cases of intracranial mass lesions, the resultant DCMs display distinctive colour patterns for each tumour type with clearly delineated boundaries.
منابع مشابه
The Benefits and implementations of Diffusion tensor imaging and Neural Fiber Tractography in Brain Surgery
Background and Aim: The methods for detecting brain activation with fMRI, MRI provides a way to measure the anatomical connections which enable lightning-fast communication among neurons that specialize in different kinds of brain functions. Diffusion tensor imaging is able to measure the direction of bundles of the axonal fibers which are all aligned. Besides mapping white matter fiber tracts,...
متن کاملDifferentiation of Edematous, Tumoral and Normal Areas of Brain Using Diffusion Tensor and Neurite Orientation Dispersion and Density Imaging
Background: Presurigical planning for glioma tumor resection and radiotherapy treatment require proper delineation of tumoral and peritumoral areas of brain. Diffusion tensor imaging (DTI) is the most common mathematical model applied for diffusion weighted MRI data. Neurite orientation dispersion and density imaging (NODDI) is another mathematical model for DWI data modeling.Objective: We stud...
متن کاملDifferentiating Malignant Glioma from Metastasis Using Regions of Interest Generated by a Novel Diffusion Tensor Segmentation Algorithm
Introduction: Intracranial metastases and primary malignant gliomas (glioblastoma multiforme, GBM) account for the majority of brain tumours in adults. These tumours may have similar contrast enhancement and signal intensity patterns on conventional MRI sequences however management and prognosis varies significantly between the two. Previous studies have identified differences using diffusion t...
متن کاملMethods to Improve Fiber Reconstruction at DTI-Based Tractography in the Area of Brain Tumor: Case Illustration and Literature Review
Background and Aim: DTI-based tractography could help us to visualize the spatial relation of fiber tracts to brain lesions. Several factors may interfere with the procedure of diffusion-based tractography, especially in brain tumors. The aim of the current study is to discuss several solutions to improve the procedure of fiber reconstruction adjacent or inside brain lesions. Illustrative cases...
متن کاملDiffusion-tensor imaging in brain tumors
Diffusion-tensor imaging (DTI) is the only novel imaging technique that is able to demonstrate white matter tracts and their structural changes related to different brain pathologies. Diffusion tensor describes the 3D diffusion phenomenon of the protons according to their microenvironmental properties allowing a unique description of the space where this molecular movement takes place. This mod...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2009