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» Machine Learning in Medical Applications
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AC
2001
Springer
13 years 10 months ago
Machine Learning in Medical Applications
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
ICML
2006
IEEE
14 years 6 months ago
Batch mode active learning and its application to medical image classification
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R....
FLAIRS
2006
13 years 7 months ago
Machine Learning for Imbalanced Datasets: Application in Medical Diagnostic
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
EACL
2009
ACL Anthology
14 years 6 months ago
Improvements in Analogical Learning: Application to Translating Multi-Terms of the Medical Domain
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...
ICML
1999
IEEE
13 years 10 months ago
Experiments with Noise Filtering in a Medical Domain
Dragan Gamberger, Nada Lavrac, Ciril Groselj