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Increasing power for voxel-wise genome-wide association studies: The random field theory, least square kernel machines and fast permutation procedures
Ge, Tian, Feng, Jianfeng, Hibar, Derrek P., Thompson, Paul M., Nichols, Thomas E.
Published in NeuroImage (Orlando, Fla.) (01.11.2012)
Published in NeuroImage (Orlando, Fla.) (01.11.2012)
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Kernel machines for epilepsy diagnosis via EEG signal classification: A comparative study
Lima, Clodoaldo A.M., Coelho, André L.V.
Published in Artificial intelligence in medicine (01.10.2011)
Published in Artificial intelligence in medicine (01.10.2011)
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Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals
Lopez-Martinez, Daniel, Peng, Ke, Steele, Sarah C., Lee, Arielle J., Borsook, David, Picard, Rosalind
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
Published in 2018 24th International Conference on Pattern Recognition (ICPR) (01.08.2018)
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Kernel Machine SNP-Set Testing Under Multiple Candidate Kernels
Wu, Michael C., Maity, Arnab, Lee, Seunggeun, Simmons, Elizabeth M., Harmon, Quaker E., Lin, Xinyi, Engel, Stephanie M., Molldrem, Jeffrey J., Armistead, Paul M.
Published in Genetic epidemiology (01.04.2013)
Published in Genetic epidemiology (01.04.2013)
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Multi-task multiple kernel machines for personalized pain recognition from functional near-infrared spectroscopy brain signals
Lopez-Martinez, Daniel, Peng, Ke, Steele, Sarah C, Lee, Arielle J, Borsook, David, Picard, Rosalind
Year of Publication 21.08.2018
Year of Publication 21.08.2018
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Emotion Recognition From Multimodal Physiological Signals Using a Regularized Deep Fusion of Kernel Machine
Zhang, Xiaowei, Liu, Jinyong, Shen, Jian, Li, Shaojie, Hou, Kechen, Hu, Bin, Gao, Jin, Zhang, Tong, Hu, Bin
Published in IEEE transactions on cybernetics (01.09.2021)
Published in IEEE transactions on cybernetics (01.09.2021)
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General Kernel Machine Methods for Multi‐Omics Integration and Genome‐Wide Association Testing With Related Individuals
Little, Amarise, Zhao, Ni, Mikhaylova, Anna, Zhang, Angela, Ling, Wodan, Thibord, Florian, Johnson, Andrew D., Raffield, Laura M., Curran, Joanne E., Blangero, John, O'Connell, Jeffrey R., Xu, Huichun, Rotter, Jerome I., Rich, Stephen S., Rice, Kenneth M., Chen, Ming‐Huei, Reiner, Alexander, Kooperberg, Charles, Vu, Thao, Hou, Lifang, Fornage, Myriam, Loos, Ruth J.F., Kenny, Eimear, Mathias, Rasika, Becker, Lewis, Smith, Albert V., Boerwinkle, Eric, Yu, Bing, Thornton, Timothy, Wu, Michael C.
Published in Genetic epidemiology (01.01.2025)
Published in Genetic epidemiology (01.01.2025)
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kTWAS: integrating kernel machine with transcriptome-wide association studies improves statistical power and reveals novel genes
Cao, Chen, Kwok, Devin, Edie, Shannon, Li, Qing, Ding, Bowei, Kossinna, Pathum, Campbell, Simone, Wu, Jingjing, Greenberg, Matthew, Long, Quan
Published in Briefings in bioinformatics (20.07.2021)
Published in Briefings in bioinformatics (20.07.2021)
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Investigating associations between anti-nuclear antibody positivity and combined long-term exposures to NO2, O3, and PM2.5 using a Bayesian kernel machine regression approach
Zhao, Naizhuo, Smargiassi, Audrey, Hudson, Marie, Fritzler, Marvin J., Bernatsky, Sasha
Published in Environment international (01.03.2020)
Published in Environment international (01.03.2020)
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TreeKernel: interpretable kernel machine tests for interactions between -omics and clinical predictors with applications to metabolomics and COPD phenotypes
Carpenter, Charlie M., Gillenwater, Lucas, Bowler, Russell, Kechris, Katerina, Ghosh, Debashis
Published in BMC bioinformatics (25.10.2023)
Published in BMC bioinformatics (25.10.2023)
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Journal Article