Colleen Kenost

13 papers Misc 4Journal 9
YearRankTypeTitle / Venue / Authors
2021 J jnl
'Single-subject studies'-derived analyses unveil altered biomechanisms between very small cohorts: implications for rare diseases.
Bioinform.
Dillon Aberasturi, Nima Pouladi, Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Walter W. Piegorsch, Yves A. Lussier
2020 J jnl
Correction to: binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions.
BMC Bioinform.
Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
2020 J jnl
binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions.
BMC Bioinform.
Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
2019 Misc conf
DSL-TEACH: Data Science Literacy Training to Enhance Approaches for Clinical decision-making in Healthcare.
AMIA
Samir Rachid Zaim, Ahyoung Amy Kim, Colleen Kenost, Helen Zhang, Yves A. Lussier, Vignesh Subbian
2019 J jnl
Developing a 'personalome' for precision medicine: emerging methods that compute interpretable effect sizes from single-subject transcriptomes.
Briefings Bioinform.
Francesca Vitali, Qike Li, A. Grant Schissler, Joanne Berghout, Colleen Kenost, Yves A. Lussier
2019 Misc conf
Interpretation of 'Omics dynamics in a single subject using local estimates of dispersion between two transcriptomes.
AMIA
Qike Li, Samir Rachid Zaim, Dillon Aberasturi, Joanne Berghout, Haiquan Li, Francesca Vitali, Colleen Kenost, Hao Helen Zhang, Yves A. Lussier
2018 Misc conf
Systems of Phenome-Exposome Associations Unveiled by Mining Practice-Based Evidence with Environmental Exposures.
AMIA
Jung-Wei Fan, Samir Rachid Zaim, Walter W. Piegorsch, Jianrong Li, Colleen Kenost, Yves A. Lussier
2017 J jnl
A genome-by-environment interaction classifier for precision medicine: personal transcriptome response to rhinovirus identifies children prone to asthma exacerbations.
J. Am. Medical Informatics Assoc.
Vincent Gardeux, Joanne Berghout, Ikbel Achour, A. Grant Schissler, Qike Li, Colleen Kenost, Jianrong Li, Yuan Shang, Anthony Bosco, Donald Saner, Marilyn J. Halonen, Daniel Jackson, Haiquan Li, Fernando D. Martinez, Yves A. Lussier
2017 J jnl
kMEn: Analyzing noisy and bidirectional transcriptional pathway responses in single subjects.
J. Biomed. Informatics
Qike Li, A. Grant Schissler, Vincent Gardeux, Joanne Berghout, Ikbel Achour, Colleen Kenost, Haiquan Li, Hao Helen Zhang, Yves A. Lussier
2016 J jnl
Analysis of aggregated cell-cell statistical distances within pathways unveils therapeutic-resistance mechanisms in circulating tumor cells.
Bioinform.
A. Grant Schissler, Qike Li, James L. Chen, Colleen Kenost, Ikbel Achour, Dean Billheimer, Haiquan Li, Walter W. Piegorsch, Yves A. Lussier
2015 J jnl
Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM.
J. Am. Medical Informatics Assoc.
Andrew D. Boyd, Young Min Yang, Jianrong Li, Colleen Kenost, Mike D. Burton, Bryan Becker, Yves A. Lussier
2015 J jnl
Metrics and tools for consistent cohort discovery and financial analyses post-transition to ICD-10-CM.
J. Am. Medical Informatics Assoc.
Andrew D. Boyd, Jianrong John Li, Colleen Kenost, Binoy Joese, Young Min Yang, Olympia A. Kalagidis, Ilir Zenku, Donald Saner, Neil Bahroos, Yves A. Lussier
2014 Misc conf
COPD Hospitalization Risk Increased with Distinct Patterns of Multiple Systems Comorbidities Unveiled by Network Modeling.
AMIA
Young Ji Lee, Andrew D. Boyd, Jianrong Li, Vincent Gardeux, Colleen Kenost, Donald Saner, Haiquan Li, Ivo L. Abraham, Jerry A. Krishnan, Yves A. Lussier