Integration of genetic and clinical information to improve imputation of data missing from electronic health records

Bằng Li, Ruowang, Chen, Yong, Moore, Jason H
Xuất bản năm J Am Med Inform Assoc (2019)

Statistical Impact of Sample Size and Imbalance on Multivariate Analysis in silico and A Case Study in the UK Biobank

Bằng Zhang, Xinyuan, Li, Ruowang, Ritchie, Marylyn D.
Xuất bản năm AMIA Annu Symp Proc (2021)

ATHENA: Identifying interactions between different levels of genomic data associated with cancer clinical outcomes using grammatical evolution neural network

Bằng Kim, Dokyoon, Li, Ruowang, Dudek, Scott M, Ritchie, Marylyn D
Được phát hành 2013

Predicting censored survival data based on the interactions between meta-dimensional omics data in breast cancer

Bằng Kim, Dokyoon, Li, Ruowang, Dudek, Scott M., Ritchie, Marylyn D.
Xuất bản năm J Biomed Inform (2015)

BINNING SOMATIC MUTATIONS BASED ON BIOLOGICAL KNOWLEDGE FOR PREDICTING SURVIVAL: AN APPLICATION IN RENAL CELL CARCINOMA

Bằng Kim, Dokyoon, Li, Ruowang, Dudek, Scott M., Wallace, John R., Ritchie, Marylyn D.
Xuất bản năm Pac Symp Biocomput (2015)

Using knowledge-driven genomic interactions for multi-omics data analysis: metadimensional models for predicting clinical outcomes in ovarian carcinoma

Bằng Kim, Dokyoon, Li, Ruowang, Lucas, Anastasia, Verma, Shefali S, Dudek, Scott M, Ritchie, Marylyn D
Xuất bản năm J Am Med Inform Assoc (2017)

Robust-ODAL: Learning from heterogeneous health systems without sharing patient-level data

Bằng Tong, Jiayi, Duan, Rui, Li, Ruowang, Scheuemie, Martijn J., Moore, Jason H., Chen, Yong
Xuất bản năm Pac Symp Biocomput (2020)

Knowledge-driven genomic interactions: an application in ovarian cancer

Bằng Kim, Dokyoon, Li, Ruowang, Dudek, Scott M, Frase, Alex T, Pendergrass, Sarah A, Ritchie, Marylyn D
Được phát hành 2014

A regression framework to uncover pleiotropy in large-scale electronic health record data

Bằng Li, Ruowang, Duan, Rui, Kember, Rachel L, Rader, Daniel J, Damrauer, Scott M, Moore, Jason H, Chen, Yong
Xuất bản năm J Am Med Inform Assoc (2019)

Mbd3/NURD complex regulates expression of 5-hydroxymethylcytosine marked genes in embryonic stem cells

Bằng Yildirim, Ozlem, Li, Ruowang, Hung, Jui-Hung, Chen, Poshen B., Dong, Xianjun, Ee, Ly-sha, Weng, Zhiping, Rando, Oliver J., Fazzio, Thomas G.
Được phát hành 2011

BIOFILTER AS A FUNCTIONAL ANNOTATION PIPELINE FOR COMMON AND RARE COPY NUMBER BURDEN

Bằng KIM, DOKYOON, LUCAS, ANASTASIA, GLESSNER, JOSEPH, VERMA, SHEFALI S., BRADFORD, YUKI, LI, RUOWANG, FRASE, ALEX T., HAKONARSON, HAKON, PEISSIG, PEGGY, BRILLIANT, MURRAY, RITCHIE, MARYLYN D.
Xuất bản năm Pac Symp Biocomput (2016)

Collective feature selection to identify crucial epistatic variants

Bằng Verma, Shefali S., Lucas, Anastasia, Zhang, Xinyuan, Veturi, Yogasudha, Dudek, Scott, Li, Binglan, Li, Ruowang, Urbanowicz, Ryan, Moore, Jason H., Kim, Dokyoon, Ritchie, Marylyn D.
Xuất bản năm BioData Min (2018)

Identification of genetic interaction networks via an evolutionary algorithm evolved Bayesian network

Bằng Li, Ruowang, Dudek, Scott M., Kim, Dokyoon, Hall, Molly A., Bradford, Yuki, Peissig, Peggy L., Brilliant, Murray H., Linneman, James G., McCarty, Catherine A., Bao, Le, Ritchie, Marylyn D.
Xuất bản năm BioData Min (2016)

Paternally-induced transgenerational environmental reprogramming of metabolic gene expression in mammals

Bằng Carone, Benjamin R., Fauquier, Lucas, Habib, Naomi, Shea, Jeremy M., Hart, Caroline E., Li, Ruowang, Bock, Christoph, Li, Chengjian, Zamore, Phillip D., Meissner, Alexander, Weng, Zhiping, Hofmann, Hans A., Friedman, Nir, Rando, Oliver J.
Được phát hành 2010

Lossless integration of multiple electronic health records for identifying pleiotropy using summary statistics

Bằng Li, Ruowang, Duan, Rui, Zhang, Xinyuan, Lumley, Thomas, Pendergrass, Sarah, Bauer, Christopher, Hakonarson, Hakon, Carrell, David S., Smoller, Jordan W., Wei, Wei-Qi, Carroll, Robert, Velez Edwards, Digna R., Wiesner, Georgia, Sleiman, Patrick, Denny, Josh C., Mosley, Jonathan D., Ritchie, Marylyn D., Chen, Yong, Moore, Jason H.
Xuất bản năm Nat Commun (2021)