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» Machine Learning in Medical Applications

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AC
2001
Springer

100views Software Engineering» more AC 2001»

Machine Learning in Medical Applications

13 years 9 months ago

Download www.dcs.bbk.ac.uk

Research in Machine Learning methods to-date remains centered on technological issues and is mostly application driven. This letter summarizes successful applications of machine l...

George D. Magoulas, Andriana Prentza

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ICML
2006
IEEE

201views Machine Learning» more ICML 2006»

Batch mode active learning and its application to medical image classification

14 years 6 months ago

Download www.cs.caltech.edu

Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R....

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FLAIRS
2006

148views Artificial Intelligence» more FLAIRS 2006»

Machine Learning for Imbalanced Datasets: Application in Medical Diagnostic

13 years 6 months ago

Download www.aaai.org

In this paper, we present a new rule induction algorithm for machine learning in medical diagnosis. Medical datasets, as many other real-world datasets, exhibit an imbalanced clas...

Luis Mena, Jesus A. Gonzalez

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EACL
2009
ACL Anthology

74views Natural Language Processing» more EACL 2009»

Improvements in Analogical Learning: Application to Translating Multi-Terms of the Medical Domain

14 years 5 months ago

Download www.limsi.fr

Handling terminology is an important matter in a translation workflow. However, current Machine Translation (MT) systems do not yet propose anything proactive upon tools which ass...

François Yvon, Philippe Langlais, Pierre Zw...

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ICML
1999
IEEE

102views Machine Learning» more ICML 1999»

Experiments with Noise Filtering in a Medical Domain

13 years 9 months ago

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