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CVBIA
2005
Springer
15 years 3 months ago
Segmenting Brain Tumors with Conditional Random Fields and Support Vector Machines
Abstract. Markov Random Fields (MRFs) are a popular and wellmotivated model for many medical image processing tasks such as segmentation. Discriminative Random Fields (DRFs), a dis...
Chi-Hoon Lee, Mark Schmidt, Albert Murtha, Aalo Bi...
BILDMED
2009
150views Algorithms» more  BILDMED 2009»
14 years 10 months ago
Semi-automatic Epileptic Hot Spot Detection in ECD brain SPECT images
A method is proposed to process ECD brain SPECT images representing epileptic hot spots inside the brain. For validation 35 ictal interictal patient image data were processed. The ...
Laszlo Papp, Maaz Zuhayra, Eberhard Henze
MICCAI
2000
Springer
15 years 1 months ago
BrainSuite: An Automated Cortical Surface Identification Tool
We describe a new magnetic resonance (MR) image analysis tool that produces cortical surface representations with spherical topology from MR images of the human brain. The tool pr...
David W. Shattuck, Richard M. Leahy
81
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CBMS
2006
IEEE
15 years 3 months ago
Telederm: Enhancing Dermatological Diagnosis for Rural and Remote Communities
This paper describes techniques used in a Web-based decision support system to enhance dermatological diagnosis for rural and remote communities. We proposed a technique to improv...
Monica H. Ou, Geoff A. W. West, Mihai Lazarescu, C...
ISBI
2004
IEEE
15 years 10 months ago
Cardiac MR Image Segmentation: Quality Assessment of STACS
We present an energy based automatic image segmentation algorithm that uses a novel active contour scheme, called the stochastic active contour scheme (STACS). The algorithm overc...
Charnchai Pluempitiwiriyawej, Chien Ho, José...