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ISBI
2004
IEEE
15 years 10 months ago
Performance-Based Multi-Classifier Decision Fusion for Atlas-Based Segmentation of Biomedical Images
Combinations of multiple classifiers have been found to be consistently more accurate than a single classifier. The construction of multiple independent classifiers, however, is t...
Torsten Rohlfing, Daniel B. Russakoff, Calvin R. M...
TITB
2008
156views more  TITB 2008»
14 years 9 months ago
Large-Scale Biomedical Image Analysis in Grid Environments
Abstract--This paper presents the application of a componentbased Grid middleware system for processing extremely large images obtained from digital microscopy devices. We have dev...
Vijay S. Kumar, Benjamin Rutt, Tahsin M. Kur&ccedi...
130
Voted
PRIB
2010
Springer
242views Bioinformatics» more  PRIB 2010»
14 years 8 months ago
Consensus of Ambiguity: Theory and Application of Active Learning for Biomedical Image Analysis
Abstract. Supervised classifiers require manually labeled training samples to classify unlabeled objects. Active Learning (AL) can be used to selectively label only “ambiguous...
Scott Doyle, Anant Madabhushi
IRI
2003
IEEE
15 years 2 months ago
A Visualization Oriented Data Mining Tool for Biomedical Images
Mitali S. Gokhale, Y. Alp Aslandogan, Stan Taylor
TVCG
2010
124views more  TVCG 2010»
14 years 8 months ago
Interactive Histology of Large-Scale Biomedical Image Stacks
Won-Ki Jeong, Jens Schneider, Stephen G. Turney, B...