MLBio+Laboratory Machine Learning in Biomedical Informatics
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*Metabolome
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
directed bi-relation graph
Transductive multi-label ensemble classification for protein function prediction, Yu, Guoxian, Domeniconi Carlotta, Rangwala Huzefa, Zhang Guoji, and Yu Zhiwen , Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 08/2012, Beijing, China, p.1077–1085, (2012)
Feces/*chemistry
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Flame Ionization
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Gas Chromatography-Mass Spectrometry
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Hot Temperature
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Humans
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
multi-label ensemble classifier
Transductive multi-label ensemble classification for protein function prediction, Yu, Guoxian, Domeniconi Carlotta, Rangwala Huzefa, Zhang Guoji, and Yu Zhiwen , Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 08/2012, Beijing, China, p.1077–1085, (2012)
protein function prediction
Transductive multi-label ensemble classification for protein function prediction, Yu, Guoxian, Domeniconi Carlotta, Rangwala Huzefa, Zhang Guoji, and Yu Zhiwen , Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, 08/2012, Beijing, China, p.1077–1085, (2012)
protein structure prediction using string kernels
Knowledge Discovery in Bioinformatics: Techniques, Methods, and Applications, Rangwala, Huzefa, DeRonne Kevin, and Karypis George , Knowledge Discovery in Bioinformatics, p.145–168, (2007)
Reference Standards
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
remote homology and fold prediction
Knowledge Discovery in Bioinformatics: Techniques, Methods, and Applications, Rangwala, Huzefa, DeRonne Kevin, and Karypis George , Knowledge Discovery in Bioinformatics, p.145–168, (2007)
secondary-structure prediction
Knowledge Discovery in Bioinformatics: Techniques, Methods, and Applications, Rangwala, Huzefa, DeRonne Kevin, and Karypis George , Knowledge Discovery in Bioinformatics, p.145–168, (2007)
Solid Phase Microextraction/*methods
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Sterilization
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Time Factors
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
Volatile Organic Compounds/*analysis
Solid-phase microextraction and the human fecal VOC metabolome., Dixon, Emma, Clubb Cynthia, Pittman Sara, Ammann Larry, Rasheed Zeehasham, Kazmi Nazia, Keshavarzian Ali, Gillevet Pat, Rangwala Huzefa, and Couch Robin D. , PLoS One, Volume 6, Number 4, Department of Chemistry and Biochemistry, George Mason University, Manassas, Virginia, United States of America., p.e18471, (2011) Abstract
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