Colleen Kenost

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 12

Top Topics

Histopathological Images

Top Venues

J. Am. Medical Informatics Assoc.

Publications

Dillon Aberasturi, Nima Pouladi, Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Walter W. Piegorsch, Yves A. Lussier
'Single-subject studies'-derived analyses unveil altered biomechanisms between very small cohorts: implications for rare diseases. Bioinform. 37 (Supplement) (2021)
Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
Correction to: binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions. BMC Bioinform. 21 (1) (2020)
Samir Rachid Zaim, Colleen Kenost, Joanne Berghout, Wesley Chiu, Liam Wilson, Hao Helen Zhang, Yves A. Lussier
binomialRF: interpretable combinatoric efficiency of random forests to identify biomarker interactions. BMC Bioinform. 21 (1) (2020)
Samir Rachid Zaim, Ahyoung Amy Kim, Colleen Kenost, Helen Zhang, Yves A. Lussier, Vignesh Subbian
DSL-TEACH: Data Science Literacy Training to Enhance Approaches for Clinical decision-making in Healthcare. AMIA (2019)
Francesca Vitali, Qike Li, A. Grant Schissler, Joanne Berghout, Colleen Kenost, Yves A. Lussier
Developing a 'personalome' for precision medicine: emerging methods that compute interpretable effect sizes from single-subject transcriptomes. Briefings Bioinform. 20 (3) (2019)
Qike Li, Samir Rachid Zaim, Dillon Aberasturi, Joanne Berghout, Haiquan Li, Francesca Vitali, Colleen Kenost, Hao Helen Zhang, Yves A. Lussier
Interpretation of 'Omics dynamics in a single subject using local estimates of dispersion between two transcriptomes. AMIA (2019)
Jung-wei Fan, Samir Rachid Zaim, Walter W. Piegorsch, Jianrong Li, Colleen Kenost, Yves A. Lussier
Systems of Phenome-Exposome Associations Unveiled by Mining Practice-Based Evidence with Environmental Exposures. AMIA (2018)
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
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. 24 (6) (2017)
Qike Li, A. Grant Schissler, Vincent Gardeux, Joanne Berghout, Ikbel Achour, Colleen Kenost, Haiquan Li, Hao Helen Zhang, Yves A. Lussier
kMEn: Analyzing noisy and bidirectional transcriptional pathway responses in single subjects. J. Biomed. Informatics 66 (2017)
A. Grant Schissler, Qike Li, James L. Chen, Colleen Kenost, Ikbel Achour, Dean Billheimer, Haiquan Li, Walter W. Piegorsch, Yves A. Lussier
Analysis of aggregated cell-cell statistical distances within pathways unveils therapeutic-resistance mechanisms in circulating tumor cells. Bioinform. 32 (12) (2016)
Andrew D. Boyd, Young Min Yang, Jianrong Li, Colleen Kenost, Mike D. Burton, Bryan Becker, Yves A. Lussier
Challenges and remediation for Patient Safety Indicators in the transition to ICD-10-CM. J. Am. Medical Informatics Assoc. 22 (1) (2015)
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
Metrics and tools for consistent cohort discovery and financial analyses post-transition to ICD-10-CM. J. Am. Medical Informatics Assoc. 22 (3) (2015)
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
COPD Hospitalization Risk Increased with Distinct Patterns of Multiple Systems Comorbidities Unveiled by Network Modeling. AMIA (2014)