| Título: | Performance Analysis of Unsupervised Clustering Methods for Brain Tumor Segmentation |
| Autores: |
Tushar H Jaware; Shri Sant Gajanan Maharaj College of Engineering, Shegaon K B Khanchandani; Shri Sant Gajanan Maharaj College of Engineering, Shegaon |
| Fecha: | 2013-10-13 |
| Publicador: | BRAIN: Broad Research in Artificial Intelligence and Neuroscience |
| Fuente: |
 |
| Tipo: | |
| Tema: |
Magnetic resonance imaging, Neuroscience MRI, clustering, tumor |
| Descripción: | Medical image processing is the most challenging and emerging field of neuroscience. The ultimate goal of medical image analysis in brain MRI is to extract important clinical features that would improve methods of diagnosis & treatment of disease. This paper focuses on methods to detect & extract brain tumour from brain MR images. MATLAB is used to design, software tool for locating brain tumor, based on unsupervised clustering methods. K-Means clustering algorithm is implemented & tested on data base of 30 images. Performance evolution of unsupervised clusteringmethods is presented. |
| Idioma: | Inglés |
1 Some Considerations on Seriality and Synchronicity por Elena Nechita; "Vasile Alecsandri" University of Bacau | 6 Intelligent Agent for Acquisition of the Mother Tongue Vocabulary por Bogdan Patrut; "Vasile Alecsandri" University of Bacau,Grigor Moldovan; "Babes-Bolyai" University of Cluj-Napoca |
2 Questions Regarding Alterity in Social Collaborative Networks por Cosmin Ion Tomozei; "Vasile Alecsandri" University of Bacau, Romania,Florinela Floria; "Vasile Alecsandri" University of Bacau | 7 Cognitive Medical Multiagent Systems por Barna Iantovics; "Petru Maior" University of Targu Mures |
3 Computational Methods in Medicine por Angel Garrido; National University of Distance Education, Madrid | 8 Connectionism vs. Computational Theory of Mind por Angel Garrido; National University of Distance Education, Madrid |
4 Towards a Metaphorical Type of Architecture: The Inside of the Victorian House por Ioana Boghian; "Vasile Alecsandri" University of Bacau | 9 ADX – Agent for Morphologic Analysis of Lexical Entries in a Dictionary por Bogdan Patrut; "Vasile Alecsandri" University of Bacau |
5 Improving Tools in Artificial Intelligence por Angel Garrido; National University of Distance Education, Madrid | 10 A System for Learning Financial Accounting Bases por Bogdan Patrut; "Vasile Alecsandri" University of Bacau,Iulian Marius Furdu; "Vasile Alecsandri" University of Bacau |