منابع مشابه
Title of Thesis: Classification-based Glioma Diffusion Modeling Classification-based Glioma Diffusion Modeling
Gliomas are diffuse, invasive brain tumours that originate from a single glial cell and infiltrate through adjacent healthy tissue as the number of tumour cells exponentially increases. The goal of this thesis is to study glioma diffusion and to propose a classification model that would shed some light on glioma growth patterns. We introduce a 3D classification-based diffusion model, CDM, that ...
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Gliomas are diffuse, invasive brain tumors. We propose a 3D classification-based diffusion model, cdm, that predicts how a glioma will grow at a voxel-level, on the basis of features specific to the patient, properties of the tumor, and attributes of that voxel. We use Supervised Learning algorithms to learn this general model, by observing the growth patterns of gliomas from other patients. Ou...
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Fig.2: Hydrophilic spectra of glioma tissue (0.8 – 4.6 ppm). Top: tumor margin; Bottom: tumor core (Ala=Alanin, Cr=creatine, GPCho=glycerophosphocholine, Gln=glutamine, Glu=glutamate, Gly=glycine, Ile=isoleucine, Ino= Inositol, Lac=lactate, Leu=leucine, NAc=N-acetyl, PCho=phosphocholine, PCr=phosphocreatine, Succ=succinate, Tau=taurine, Val=valine) Lactate 3 Cr(CH3)/GABA 4 CLASSIFICATION ON EX-...
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Gliomas are malignant brain tumors that grow by invading adjacent tissue. We propose and evaluate a 3D classification-based growth model, CDM, that predicts how a glioma will grow at a voxel-level, on the basis of features specific to the patient, properties of the tumor, and attributes of that voxel. We use Supervised Learning algorithms to learn this general model, by observing the growth pat...
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1 Department of Electronics and Communication Engineering, College of Engineering Perumon Kollam, Kerala, INDIA 2 Department of Electronics, Cochin University of Science and Technology Kochi-22, Kerala, INDIA ______________________________________________________________________________________ Abstract: The characterization and grading of glioma tumors, via image derived features, for diagnosi...
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ژورنال
عنوان ژورنال: The American Journal of Pathology
سال: 2001
ISSN: 0002-9440
DOI: 10.1016/s0002-9440(10)61750-6