Ruowang Li

According to our database, Ruowang Li authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Balancing the efforts of chart review and gains in PRS prediction accuracy: An empirical study.

Yuqing Lei, Adam Christian Naj, Hua Xu, Ruowang Li, Yong Chen

J. Biomed. Informatics, 2024

Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework.

Jiayi Tong, Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie J. Edmondson, Dazheng Zhang, Yiwen Lu, Chao Yan, Ruowang Li, Lianne Siegel, Lichao Sun, Elizabeth A. Shenkman, Sally C. Morton, Bradley A. Malin, Jiang Bian, David A. Asch, Yong Chen

J. Am. Medical Informatics Assoc., 2024

Confidence score: a data-driven measure for inclusive systematic reviews considering unpublished preprints.

Jiayi Tong, Chongliang Luo, Yifei Sun, Rui Duan, M. Elle Saine, Lifeng Lin, Yifan Peng, Yiwen Lu, Anchita Batra, Anni Pan, Olivia Wang, Ruowang Li, Arielle Marks-Anglin, Yuchen Yang, Xu Zuo, Yulun Liu, Jiang Bian, Stephen E. Kimmel, Keith Hamilton, Adam Cuker, Rebecca A. Hubbard, Hua Xu, Yong Chen

J. Am. Medical Informatics Assoc., 2024

2023

ChatGPT and large language models in academia: opportunities and challenges.

Jesse G. Meyer, Ryan J. Urbanowicz, Patrick C. N. Martin, Karen O'Connor, Ruowang Li, Pei-Chen Peng, Tiffani J. Bright, Nicholas P. Tatonetti, Kyoung-Jae Won, Graciela Gonzalez-Hernandez, Jason H. Moore

BioData Min., January, 2023

Automated quantitative trait locus analysis (AutoQTL).

Philip J. Freda, Attri Ghosh, Elizabeth Zhang, Tianhao Luo, Apurva S. Chitre, Oksana Polesskaya, Celine L. St. Pierre, Jianjun Gao, Connor D. Martin, Hao Chen, Angel G. Garcia-Martinez, Tengfei Wang, Wenyan Han, Keita Ishiwari, Paul Meyer, Alexander Lamparelli, Christopher P. King, Abraham A. Palmer, Ruowang Li, Jason H. Moore

BioData Min., January, 2023

2020

Robust-ODAL: Learning from Heterogeneous Health Systems Without Sharing Patient-LevelData.

Jiayi Tong, Rui Duan, Ruowang Li, Martijn J. Scheuemie, Jason H. Moore, Yong Chen

Proceedings of the Pacific Symposium on Biocomputing 2020, 2020

Evaluation of Phenotyping Errors on Polygenic Risk Score Predictions.

Ruowang Li, Jiayi Tong, Rui Duan, Yong Chen, Jason H. Moore

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

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

Xinyuan Zhang, Ruowang Li, Marylyn D. Ritchie

Proceedings of the AMIA 2020, 2020

2019

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

Ruowang Li, Rui Duan, Daniel J. Rader, Scott M. Damrauer, Jason H. Moore, Yong Chen

J. Am. Medical Informatics Assoc., 2019

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

Ruowang Li, Yong Chen, Jason H. Moore

J. Am. Medical Informatics Assoc., 2019

2018

Collective feature selection to identify crucial epistatic variants.

Shefali S. Verma, Anastasia Lucas, Xinyuan Zhang, Yogasudha Veturi, Scott M. Dudek, Binglan Li, Ruowang Li, Ryan J. Urbanowicz, Jason H. Moore, Dokyoon Kim, Marylyn D. Ritchie

BioData Min., 2018

2017

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

Dokyoon Kim, Ruowang Li, Anastasia Lucas, Shefali S. Verma, Scott M. Dudek, Marylyn D. Ritchie

J. Am. Medical Informatics Assoc., 2017

2016

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

Ruowang Li, Scott M. Dudek, Dokyoon Kim, Molly A. Hall, Yukiko Bradford, Peggy L. Peissig, Murray H. Brilliant, James G. Linneman, Catherine A. McCarty, Le Bao, Marylyn D. Ritchie

BioData Min., 2016

Biofilter as a Functional Annotation Pipeline for Common and Rare Copy Number Burden.

Dokyoon Kim, Anastasia Lucas, Joseph Glessner, Shefali S. Verma, Yukiko Bradford, Ruowang Li, Alex T. Frase, Hakon Hakonarson, Peggy L. Peissig, Murray H. Brilliant, Marylyn D. Ritchie

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

2015

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

Dokyoon Kim, Ruowang Li, Scott M. Dudek, Marylyn D. Ritchie

J. Biomed. Informatics, 2015

Binning Somatic Mutations Based on Biological Knowledge for Predicting Survival: An Application in Renal Cell Carcinoma.

Dokyoon Kim, Ruowang Li, Scott M. Dudek, John R. Wallace, Marylyn D. Ritchie

Proceedings of the Biocomputing 2015: Proceedings of the Pacific Symposium, 2015

2014

Knowledge-driven genomic interactions: an application in ovarian cancer.

Do Kyoon Kim, Ruowang Li, Scott M. Dudek, Alex T. Frase, Sarah A. Pendergrass, Marylyn D. Ritchie

BioData Min., 2014

An integrated analysis of genome-wide DNA methylation and genetic variants underlying etoposide-induced cytotoxicity in European and African populations.

Ruowang Li, Do Kyoon Kim, Scott M. Dudek, Marylyn D. Ritchie

Proceedings of the Applications of Evolutionary Computation - 17th European Conference, 2014

2013

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

Dokyoon Kim, Ruowang Li, Scott M. Dudek, Marylyn D. Ritchie

BioData Min., 2013

Evaluation of Parameter Contribution to Neural Network Size and Fitness in ATHENA for Genetic Analysis.

Ruowang Li, Emily Rose Holzinger, Scott M. Dudek, Marylyn D. Ritchie

Proceedings of the Genetic Programming Theory and Practice XI [GPTP 2013, 2013