Developing a ‘personalome’ for precision medicine: emerging methods that compute interpretable effect sizes from single-subject transcriptomes
Vitali, Francesca, Li, Qike, Schissler, A Grant, Berghout, Joanne, Kenost, Colleen, Lussier, Yves A
Published in Briefings in bioinformatics (21.05.2019)
Published in Briefings in bioinformatics (21.05.2019)
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NBIA: a network-based integrative analysis framework – applied to pathway analysis
Nguyen, Tin, Shafi, Adib, Nguyen, Tuan-Minh, Schissler, A. Grant, Draghici, Sorin
Published in Scientific reports (06.03.2020)
Published in Scientific reports (06.03.2020)
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Adjusting statistical benchmark risk analysis to account for non-spatial autocorrelation, with application to natural hazard risk assessment
Liu, Jingyu, Piegorsch, Walter W., Schissler, A. Grant, McCaster, Rachel R., Cutter, Susan L.
Published in Journal of applied statistics (04.07.2022)
Published in Journal of applied statistics (04.07.2022)
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N-of-1-pathways MixEnrich: advancing precision medicine via single-subject analysis in discovering dynamic changes of transcriptomes
Li, Qike, Schissler, A Grant, Gardeux, Vincent, Achour, Ikbel, Kenost, Colleen, Berghout, Joanne, Li, Haiquan, Zhang, Hao Helen, Lussier, Yves A
Published in BMC medical genomics (24.05.2017)
Published in BMC medical genomics (24.05.2017)
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Dynamic changes of RNA-sequencing expression for precision medicine: N-of-1-pathways Mahalanobis distance within pathways of single subjects predicts breast cancer survival
Schissler, A Grant, Gardeux, Vincent, Li, Qike, Achour, Ikbel, Li, Haiquan, Piegorsch, Walter W, Lussier, Yves A
Published in Bioinformatics (Oxford, England) (15.06.2015)
Published in Bioinformatics (Oxford, England) (15.06.2015)
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Emergence of pathway-level composite biomarkers from converging gene set signals of heterogeneous transcriptomic responses
Zaim, Samir Rachid, Li, Qike, Schissler, A Grant, Lussier, Yves A
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2018)
Published in Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing (2018)
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A genome-by-environment interaction classifier for precision medicine: personal transcriptome response to rhinovirus identifies children prone to asthma exacerbations
Gardeux, Vincent, Berghout, Joanne, Achour, Ikbel, Schissler, A Grant, Li, Qike, Kenost, Colleen, Li, Jianrong, Shang, Yuan, Bosco, Anthony, Saner, Donald, Halonen, Marilyn J, Jackson, Daniel J, Li, Haiquan, Martinez, Fernando D, Lussier, Yves A
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2017)
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2017)
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Analysis of aggregated cell-cell statistical distances within pathways unveils therapeutic-resistance mechanisms in circulating tumor cells
Schissler, A Grant, Li, Qike, Chen, James L, Kenost, Colleen, Achour, Ikbel, Billheimer, D Dean, Li, Haiquan, Piegorsch, Walter W, Lussier, Yves A
Published in Bioinformatics (15.06.2016)
Published in Bioinformatics (15.06.2016)
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kMEn: Analyzing noisy and bidirectional transcriptional pathway responses in single subjects
Li, Qike, Schissler, A. Grant, Gardeux, Vincent, Berghout, Joanne, Achour, Ikbel, Kenost, Colleen, Li, Haiquan, Zhang, Hao Helen, Lussier, Yves A.
Published in Journal of biomedical informatics (01.02.2017)
Published in Journal of biomedical informatics (01.02.2017)
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Simulating High-Dimensional Multivariate Data using the bigsimr R Package
Schissler, A. Grant, Bedrick, Edward J, Knudson, Alexander D, Kozubowski, Tomasz J, Nguyen, Tin, Panorska, Anna K, Petereit, Juli, Piegorsch, Walter W, Tran, Duc
Year of Publication 11.11.2021
Year of Publication 11.11.2021
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