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

מאת Li, Ruowang, Chen, Yong, Moore, Jason H
הוצא לאור ב 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

מאת Zhang, Xinyuan, Li, Ruowang, Ritchie, Marylyn D.
הוצא לאור ב AMIA Annu Symp Proc (2021)

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

מאת Kim, Dokyoon, Li, Ruowang, Dudek, Scott M, Ritchie, Marylyn D
יצא לאור 2013

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

מאת Kim, Dokyoon, Li, Ruowang, Dudek, Scott M., Ritchie, Marylyn D.
הוצא לאור ב J Biomed Inform (2015)

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

מאת Kim, Dokyoon, Li, Ruowang, Dudek, Scott M., Wallace, John R., Ritchie, Marylyn D.
הוצא לאור ב Pac Symp Biocomput (2015)

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

מאת Kim, Dokyoon, Li, Ruowang, Lucas, Anastasia, Verma, Shefali S, Dudek, Scott M, Ritchie, Marylyn D
הוצא לאור ב J Am Med Inform Assoc (2017)

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

מאת Tong, Jiayi, Duan, Rui, Li, Ruowang, Scheuemie, Martijn J., Moore, Jason H., Chen, Yong
הוצא לאור ב Pac Symp Biocomput (2020)

Knowledge-driven genomic interactions: an application in ovarian cancer

מאת Kim, Dokyoon, Li, Ruowang, Dudek, Scott M, Frase, Alex T, Pendergrass, Sarah A, Ritchie, Marylyn D
יצא לאור 2014

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

מאת Li, Ruowang, Duan, Rui, Kember, Rachel L, Rader, Daniel J, Damrauer, Scott M, Moore, Jason H, Chen, Yong
הוצא לאור ב J Am Med Inform Assoc (2019)

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

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

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

מאת 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.
הוצא לאור ב Pac Symp Biocomput (2016)

Collective feature selection to identify crucial epistatic variants

מאת 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.
הוצא לאור ב BioData Min (2018)

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

מאת 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.
הוצא לאור ב BioData Min (2016)

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

מאת 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.
יצא לאור 2010

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

מאת 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.
הוצא לאור ב Nat Commun (2021)