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92
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BILDMED
2008
168views Algorithms» more  BILDMED 2008»
15 years 2 months ago
Freehand 3-D Sonographic Measurement of the Superficial Femoral Artery
Visualization of vessels for diagnostics and intervention are usually done under fluoroscopic X-ray view using intravenous contrast agents, which has potential risks. To avoid this...
Dennis Sandkühler, Christian Sobotta, Matthia...
120
Voted
NIPS
2003
15 years 2 months ago
Semi-Supervised Learning with Trees
We describe a nonparametric Bayesian approach to generalizing from few labeled examples, guided by a larger set of unlabeled objects and the assumption of a latent tree-structure ...
Charles Kemp, Thomas L. Griffiths, Sean Stromsten,...
144
Voted
VLDB
2002
ACM
147views Database» more  VLDB 2002»
15 years 9 days ago
Hippocratic Databases
The Hippocratic Oath has guided the conduct of physicians for centuries. Inspired by its tenet of preserving privacy, we argue that future database systems must include responsibi...
Rakesh Agrawal, Jerry Kiernan, Ramakrishnan Srikan...
ICASSP
2010
IEEE
14 years 10 months ago
A supervisory approach to semi-supervised clustering
We propose a new approach to semi-supervised clustering that utilizes boosting to simultaneously learn both a similarity measure and a clustering of the data from given instancele...
Bryan Conroy, Yongxin Taylor Xi, Peter J. Ramadge
TCBB
2011
14 years 7 months ago
Probabilistic Analysis of Probe Reliability in Differential Gene Expression Studies with Short Oligonucleotide Arrays
— Probe defects are a major source of noise in gene expression studies. While existing approaches detect noisy probes based on external information such as genomic alignments, we...
Leo Lahti, Laura Elo, Tero Aittokallio, Samuel Kas...