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MIMI
2007
Springer
13 years 10 months ago
Learning a Frequency-Based Weighting for Medical Image Classification
Tobias Gass, Adrien Depeursinge, Antoine Geissb&uu...
CLEF
2006
Springer
13 years 8 months ago
Image Classification with a Frequency-Based Information Retrieval Scheme for ImageCLEFmed 2006
This article describes the participation of the University and Hospitals of Geneva at the ImageCLEF 2006 image classification tasks (medical and non
Henning Müller, Tobias Gass, Antoine Geissb&u...
CBMS
2007
IEEE
13 years 4 months ago
A Time-Frequency Based Method for the Detection of Epileptic Seizures in EEG Recordings
A novel three-stage method for the analysis of electroencephalographic (EEG) signals, concerning epileptic seizures, is proposed. First, segments of the EEG signals are analyzed u...
Alexandros T. Tzallas, Markos G. Tsipouras, Dimitr...
SIGKDD
2008
150views more  SIGKDD 2008»
13 years 4 months ago
Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Ch...
ICML
2006
IEEE
14 years 5 months ago
Batch mode active learning and its application to medical image classification
Steven C. H. Hoi, Rong Jin, Jianke Zhu, Michael R....