Environmental regulation, industrial structure and energy efficiency: Evidence from 30 provinces in China von Zhu, Haicheng, Cai, Penghui, Fang, Hao, Zhu, Zhengyu, Li, Yao, Zhu, Ruoqing

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Bagging and deep learning in optimal individualized treatment rules von Mi, Xinlei, Zou, Fei, Zhu, Ruoqing

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Risk assessment of latent tuberculosis infection through a multiplexed cytokine biosensor assay and machine learning feature selection von Robison, Heather M., Chapman, Cole A., Zhou, Haowen, Erskine, Courtney L., Theel, Elitza, Peikert, Tobias, Lindestam Arlehamn, Cecilia S., Sette, Alessandro, Bushell, Colleen, Welge, Michael, Zhu, Ruoqing, Bailey, Ryan C., Escalante, Patricio

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Assessment of peritoneal microbial features and tumor marker levels as potential diagnostic tools for ovarian cancer von Miao, Ruizhong, Badger, Taylor C, Groesch, Kathleen, Diaz-Sylvester, Paula L, Wilson, Teresa, Ghareeb, Allen, Martin, Jongjin Anne, Cregger, Melissa, Welge, Michael, Bushell, Colleen, Auvil, Loretta, Zhu, Ruoqing, Brard, Laurent, Braundmeier-Fleming, Andrea

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GradientScanSurv-An exhaustive association test method for gene expression data with censored survival outcome von Yi, Ming, Zhu, Ruoqing, Stephens, Robert M

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Nonparametric variable selection and its application to additive models von Feng, Zhenghui, Lin, Lu, Zhu, Ruoqing, Zhu, Lixing

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Population analysis of mortality risk: Predictive models from passive monitors using motion sensors for 100,000 UK Biobank participants von Zhou, Haowen, Zhu, Ruoqing, Ung, Anita, Schatz, Bruce

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Optimizing Health Coaching for Patients With Type 2 Diabetes Using Machine Learning: Model Development and Validation Study von Di, Shuang, Petch, Jeremy, Gerstein, Hertzel C, Zhu, Ruoqing, Sherifali, Diana

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Estimating Heterogeneous Treatment Effect on Multivariate Responses Using Random Forests von Guo, Boyi, Holscher, Hannah D., Auvil, Loretta S., Welge, Michael E., Bushell, Colleen B., Novotny, Janet A., Baer, David J., Burd, Nicholas A., Khan, Naiman A., Zhu, Ruoqing

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Diagnostic and prognostic capabilities of a biomarker and EMR‐based machine learning algorithm for sepsis von Taneja, Ishan, Damhorst, Gregory L., Lopez‐Espina, Carlos, Zhao, Sihai Dave, Zhu, Ruoqing, Khan, Shah, White, Karen, Kumar, James, Vincent, Andrew, Yeh, Leon, Majdizadeh, Shirin, Weir, William, Isbell, Scott, Skinner, James, Devanand, Manubolo, Azharuddin, Syed, Meenakshisundaram, Rajamurugan, Upadhyay, Riddhi, Syed, Anwaruddin, Bauman, Thomas, Devito, Joseph, Heinzmann, Charles, Podolej, Gregory, Shen, Lanxin, Timilsina, Sanjay Sharma, Quinlan, Lucas, Manafirasi, Setareh, Valera, Enrique, Reddy, Bobby, Bashir, Rashid

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Reinforcement Learning Trees von Zhu, Ruoqing, Zeng, Donglin, Kosorok, Michael R.

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Differential Effects of Influenza Virus NA, HA Head, and HA Stalk Antibodies on Peripheral Blood Leukocyte Gene Expression during Human Infection von Walters, Kathie-Anne, Zhu, Ruoqing, Welge, Michael, Scherler, Kelsey, Park, Jae-Keun, Rahil, Zainab, Wang, Hao, Auvil, Loretta, Bushell, Colleen, Lee, Min Young, Baxter, David, Bristol, Tyler, Rosas, Luz Angela, Cervantes-Medina, Adriana, Czajkowski, Lindsay, Han, Alison, Memoli, Matthew J, Taubenberger, Jeffery K, Kash, John C

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A parsimonious personalized dose-finding model via dimension reduction von Zhou, Wenzhuo, Zhu, Ruoqing, Zeng, Donglin

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Estimating heterogeneous treatment effects with right-censored data via causal survival forests von Cui, Yifan, Kosorok, Michael R, Sverdrup, Erik, Wager, Stefan, Zhu, Ruoqing

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Estimating Optimal Infinite Horizon Dynamic Treatment Regimes via pT-Learning von Zhou, Wenzhuo, Zhu, Ruoqing, Qu, Annie

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Analyzing the online word of mouth dynamics: A novel approach von Cao, Xian, Folta, Timothy B., Li, Hongfei, Zhu, Ruoqing

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Environmental regulation, industrial structure and energy efficiency: Evidence from 30 provinces in China von Zhu, Haicheng, Cai, Penghui, Fang, Hao, Zhu, Zhengyu, Li, Yao, Zhu, Ruoqing

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CONSISTENCY OF SURVIVAL TREE AND FOREST MODELS: SPLITTING BIAS AND CORRECTION von Cui, Yifan, Zhu, Ruoqing, Zhou, Mai, Kosorok, Michael

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Tree based weighted learning for estimating individualized treatment rules with censored data von Cui, Yifan, Zhu, Ruoqing, Kosorok, Michael

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On variance estimation of random forests with Infinite-order U-statistics von Xu, Tianning, Zhu, Ruoqing, Shao, Xiaofeng

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