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Gender imbalance in medical imaging datasets produces biased classifiers for computer-aided diagnosis
Larrazabal, Agostina J., Nieto, Nicolás, Peterson, Victoria, Milone, Diego H., Ferrante, Enzo
Published in Proceedings of the National Academy of Sciences - PNAS (09.06.2020)
Published in Proceedings of the National Academy of Sciences - PNAS (09.06.2020)
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Journal Article
Trainable High Resolution Melt Curve Machine Learning Classifier for Large-Scale Reliable Genotyping of Sequence Variants
Athamanolap, Pornpat, Parekh, Vishwa, Fraley, Stephanie I., Agarwal, Vatsal, Shin, Dong J., Jacobs, Michael A., Wang, Tza-Huei, Yang, Samuel
Published in PloS one (02.10.2014)
Published in PloS one (02.10.2014)
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Journal Article
Multi-classifier prediction of knee osteoarthritis progression from incomplete imbalanced longitudinal data
Widera, Paweł, Welsing, Paco M. J., Ladel, Christoph, Loughlin, John, Lafeber, Floris P. F. J., Petit Dop, Florence, Larkin, Jonathan, Weinans, Harrie, Mobasheri, Ali, Bacardit, Jaume
Published in Scientific reports (21.05.2020)
Published in Scientific reports (21.05.2020)
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Journal Article
Variational quantum classifiers through the lens of the Hessian
Sen, Pinaki, Bhatia, Amandeep Singh, Bhangu, Kamalpreet Singh, Elbeltagi, Ahmed
Published in PloS one (20.01.2022)
Published in PloS one (20.01.2022)
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Journal Article
Adaptive Hybrid Classifier for Myoelectric Pattern Recognition Against the Interferences of Outlier Motion, Muscle Fatigue, and Electrode Doffing
Ding, Qichuan, Zhao, Xingang, Han, Jianda, Bu, Chunguang, Wu, Chengdong
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2019)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.05.2019)
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Journal Article
Classification of Traumatic Brain Injury Severity Using Informed Data Reduction in a Series of Binary Classifier Algorithms
Prichep, Leslie S., Jacquin, Arnaud, Filipenko, Julie, Dastidar, Samanwoy Ghosh, Zabele, Stephen, Vodencarevic, Asmir, Rothman, Neil S.
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2012)
Published in IEEE transactions on neural systems and rehabilitation engineering (01.11.2012)
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Journal Article
An Efficient Multimodal 2D-3D Hybrid Approach to Automatic Face Recognition
Mian, A.S., Bennamoun, M., Owens, R.
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2007)
Published in IEEE transactions on pattern analysis and machine intelligence (01.11.2007)
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Journal Article
MIC_Locator: a novel image-based protein subcellular location multi-label prediction model based on multi-scale monogenic signal representation and intensity encoding strategy
Yang, Fan, Liu, Yang, Wang, Yanbin, Yin, Zhijian, Yang, Zhen
Published in BMC bioinformatics (26.10.2019)
Published in BMC bioinformatics (26.10.2019)
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Journal Article