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» Medical data mining using evolutionary computation
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152
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CVPR
2008
IEEE
15 years 2 months ago
Globally optimal surface segmentation using regional properties of segmented objects
Efficient segmentation of globally optimal surfaces in volumetric images is a central problem in many medical image analysis applications. Intra-class variance has been successful...
Xin Dou, Xiaodong Wu, Andreas Wahle, Milan Sonka
KDD
1995
ACM
98views Data Mining» more  KDD 1995»
15 years 6 months ago
Optimization and Simplification of Hierarchical Clusterings
Clustering is often used to discover structure in data. Clustering systems differ in the objective function used to evaluate clustering quality and the control strategy used to se...
Douglas Fisher
115
Voted
ICCS
2007
Springer
15 years 8 months ago
A Multiscale, Cell-Based Framework for Modeling Cancer Development
We use a systems approach to develop a predictive model that medical researchers can use to study and treat cancerous tumors. Our multiscale, cell-based model includes intracellula...
Yi Jiang
MICCAI
2001
Springer
15 years 7 months ago
Optimal Port Placement in Robot-Assisted Coronary Artery Bypass Grafting
A computer-based algorithm is being developed which, using preoperative images, provides the surgeon with a list of feasible port triplets ranked according to tool dexterity and en...
Shaun Selha, Pierre E. Dupont, Robert D. Howe, Dav...
136
Voted
KDD
2006
ACM
181views Data Mining» more  KDD 2006»
16 years 3 months ago
Cryptographically private support vector machines
We study the problem of private classification using kernel methods. More specifically, we propose private protocols implementing the Kernel Adatron and Kernel Perceptron learning ...
Helger Lipmaa, Sven Laur, Taneli Mielikäinen