Giulia C. Kennedy

Publication Activity (10 Years)

Years Active: 2003-2019
Publications (10 Years): 4

Top Topics

Machine Learning

Clinical Setting

Top Venues

Pacific Symposium on Biocomputing

BMC Syst. Biol.

Model. Assist. Stat. Appl.

Publications

Yangyang Hao, Quan-Yang Duh, Richard T. Kloos, Joshua Babiarz, R. Mack Harrell, S. Thomas Traweek, Su Yeon Kim, Grazyna Fedorowicz, P. Sean Walsh, Peter M. Sadow, Jing Huang, Giulia C. Kennedy
Identification of Hürthle cell cancers: solving a clinical challenge with genomic sequencing and a trio of machine learning algorithms. BMC Syst. Biol. (2) (2019)
Yoonha Choi, Tiffany Ting Liu, Daniel G. Pankratz, Thomas V. Colby, Neil M. Barth, David A. Lynch, P. Sean Walsh, Ganesh Raghu, Giulia C. Kennedy, Jing Huang
Identification of usual interstitial pneumonia pattern using RNA-Seq and machine learning: challenges and solutions. BMC Genom. 19 (S2) (2018)
Yoonha Choi, Joshua Babiarz, Ed Y. Tom, Giulia C. Kennedy, Jing Huang
Repurposing kinship coefficients as a sample integrity method for next generation sequencing data in a clinical setting. Model. Assist. Stat. Appl. 12 (3) (2017)
Moraima Pagan, Richard T. Kloos, Chu-Fang Lin, Kevin J. Travers, Hajime Matsuzaki, Ed Y. Tom, Su Yeon Kim, Mei G. Wong, Andrew C. Stewart, Jing Huang, P. Sean Walsh, Robert J. Monroe, Giulia C. Kennedy
The diagnostic application of RNA sequencing in patients with thyroid cancer: an analysis of 851 variants and 133 fusions in 524 genes. BMC Bioinform. 17 (S-1) (2016)
James Diggans, Su Yeon Kim, Zhanzhi Hu, Daniel G. Pankratz, Mei G. Wong, Jessica Reynolds, Ed Y. Tom, Moraima Pagan, Robert J. Monroe, Juan Rosai, Virginia A. Livolsi, Richard B. Lanman, Richard T. Kloos, P. Sean Walsh, Giulia C. Kennedy
Machine Learning from Concept to Clinic: Reliable Detection of BRAF V600E DNA Mutations in Thyroid Nodules Using High-Dimensional RNA Expression Data. Pacific Symposium on Biocomputing (2015)
Ágnes Baross, Allen D. Delaney, H. Irene Li, Tarun Nayar, Stephane Flibotte, Hong Qian, Susanna Y. Chan, Jennifer Asano, Adrian Ally, Manqiu Cao, Patricia Birch, Mabel Brown-John, Nicole Fernandes, Anne Go, Giulia C. Kennedy, Sylvie Langlois, Patrice Eydoux, J. M. Friedman, Marco A. Marra
Assessment of algorithms for high throughput detection of genomic copy number variation in oligonucleotide microarray data. BMC Bioinform. 8 (2007)
Chun Zhang, Dione K. Bailey, Tarif Awad, Guoying Liu, Guoliang Xing, Manqiu Cao, Venu Valmeekam, Jacques Retief, Hajime Matsuzaki, Margaret Taub, Mark Seielstad, Giulia C. Kennedy
A whole genome long-range haplotype (WGLRH) test for detecting imprints of positive selection in human populations. Bioinform. 22 (17) (2006)
Xiaojun Di, Hajime Matsuzaki, Teresa A. Webster, Earl Hubbell, Guoying Liu, Shoulian Dong, Dan Bartell, Jing Huang, Richard Chiles, Geoffrey Yang, Mei-mei Shen, David Kulp, Giulia C. Kennedy, Rui Mei, Keith W. Jones, Simon Cawley
Dynamic model based algorithms for screening and genotyping over 100K SNPs on oligonucleotide microarrays. Bioinform. 21 (9) (2005)
Wei-Min Liu, Xiaojun Di, Geoffrey Yang, Hajime Matsuzaki, Jing Huang, Rui Mei, Thomas B. Ryder, Teresa A. Webster, Shoulian Dong, Guoying Liu, Keith W. Jones, Giulia C. Kennedy, David Kulp
Algorithms for large-scale genotyping microarrays. Bioinform. 19 (18) (2003)