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

door Li, Ruowang, Chen, Yong, Moore, Jason H
Gepubliceerd in 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

door Zhang, Xinyuan, Li, Ruowang, Ritchie, Marylyn D.
Gepubliceerd in AMIA Annu Symp Proc (2021)

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

door Kim, Dokyoon, Li, Ruowang, Dudek, Scott M, Ritchie, Marylyn D
Gepubliceerd in 2013

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

door Kim, Dokyoon, Li, Ruowang, Dudek, Scott M., Ritchie, Marylyn D.
Gepubliceerd in J Biomed Inform (2015)

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

door Kim, Dokyoon, Li, Ruowang, Dudek, Scott M., Wallace, John R., Ritchie, Marylyn D.
Gepubliceerd in Pac Symp Biocomput (2015)

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

door Kim, Dokyoon, Li, Ruowang, Lucas, Anastasia, Verma, Shefali S, Dudek, Scott M, Ritchie, Marylyn D
Gepubliceerd in J Am Med Inform Assoc (2017)

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

door Tong, Jiayi, Duan, Rui, Li, Ruowang, Scheuemie, Martijn J., Moore, Jason H., Chen, Yong
Gepubliceerd in Pac Symp Biocomput (2020)

Knowledge-driven genomic interactions: an application in ovarian cancer

door Kim, Dokyoon, Li, Ruowang, Dudek, Scott M, Frase, Alex T, Pendergrass, Sarah A, Ritchie, Marylyn D
Gepubliceerd in 2014

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

door Li, Ruowang, Duan, Rui, Kember, Rachel L, Rader, Daniel J, Damrauer, Scott M, Moore, Jason H, Chen, Yong
Gepubliceerd in J Am Med Inform Assoc (2019)

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

door Yildirim, Ozlem, Li, Ruowang, Hung, Jui-Hung, Chen, Poshen B., Dong, Xianjun, Ee, Ly-sha, Weng, Zhiping, Rando, Oliver J., Fazzio, Thomas G.
Gepubliceerd in 2011

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

door 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.
Gepubliceerd in Pac Symp Biocomput (2016)

Collective feature selection to identify crucial epistatic variants

door 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.
Gepubliceerd in BioData Min (2018)

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

door 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.
Gepubliceerd in BioData Min (2016)

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

door 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.
Gepubliceerd in 2010

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

door 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.
Gepubliceerd in Nat Commun (2021)