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» Data Reduction Using Multiple Models Integration
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109
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MICCAI
2009
Springer
16 years 5 months ago
Supervised Nonparametric Image Parcellation
Segmentation of medical images is commonly formulated as a supervised learning problem, where manually labeled training data are summarized using a parametric atlas. Summarizing th...
Mert R. Sabuncu, B. T. Thomas Yeo, Koen Van Leem...
132
Voted
EH
2005
IEEE
171views Hardware» more  EH 2005»
15 years 9 months ago
Implementation Results for a Fault-Tolerant Multicellular Architecture Inspired by Endocrine Communication
The hybrid redundancy structure found at the cellular level of higher animals provides complex organism with the three key features of a reliability-engineered system: fault toler...
Andrew J. Greensted, Andy M. Tyrrell
124
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IDEAL
2009
Springer
15 years 10 months ago
STORM - A Novel Information Fusion and Cluster Interpretation Technique
Abstract. Analysis of data without labels is commonly subject to scrutiny by unsupervised machine learning techniques. Such techniques provide more meaningful representations, usef...
Jan Feyereisl, Uwe Aickelin
150
Voted
CVPR
2003
IEEE
15 years 9 months ago
Bayesian Human Segmentation in Crowded Situations
Problem of segmenting individual humans in crowded situations from stationary video camera sequences is exacerbated by object inter-occlusion. We pose this problem as a “model-b...
Tao Zhao, Ramakant Nevatia
141
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ALMOB
2006
155views more  ALMOB 2006»
15 years 3 months ago
A phylogenetic generalized hidden Markov model for predicting alternatively spliced exons
Background: An important challenge in eukaryotic gene prediction is accurate identification of alternatively spliced exons. Functional transcripts can go undetected in gene expres...
Jonathan E. Allen, Steven L. Salzberg