MixEHR-SurG: A joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records von Li, Yixuan, Yang, Archer Y., Marelli, Ariane, Li, Yue

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Structured learning in time‐dependent Cox models von Wang, Guanbo, Lian, Yi, Yang, Archer Y., Platt, Robert W., Wang, Rui, Perreault, Sylvie, Dorais, Marc, Schnitzer, Mireille E.

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Variable selection in high dimensions for discrete-outcome individualized treatment rules: Reducing severity of depression symptoms von Moodie, Erica E M, Bian, Zeyu, Coulombe, Janie, Lian, Yi, Yang, Archer Y, Shortreed, Susan M

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Reader reaction to “Outcome‐adaptive lasso: Variable selection for causal inference” by Shortreed and Ertefaie (2017) von Baldé, Ismaila, Yang, Yi Archer, Lefebvre, Geneviève

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A sparse additive model for high-dimensional interactions with an exposure variable von Bhatnagar, Sahir R., Lu, Tianyuan, Lovato, Amanda, Olds, David L., Kobor, Michael S., Meaney, Michael J., O'Donnell, Kieran, Yang, Archer Y., Greenwood, Celia M.T.

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Machine Learning Informed Diagnosis for Congenital Heart Disease in Large Claims Data Source von Marelli, Ariane J., Li, Chao, Liu, Aihua, Nguyen, Hanh, Moroz, Harry, Brophy, James M., Guo, Liming, Buckeridge, David L., Tang, Jian, Yang, Archer Y., Li, Yue

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Dissecting the impact of molecular T-cell HLA mismatches in kidney transplant failure: A retrospective cohort study von Lemieux, William, Fleischer, David, Yang, Archer Yi, Niemann, Matthias, Oualkacha, Karim, Klement, William, Richard, Lucie, Polychronakos, Constantin, Liwski, Robert, Claas, Frans, Gebel, Howard M, Keown, Paul A, Lewin, Antoine, Sapir-Pichhadze, Ruth

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Estimation and group-feature selection in sparse mixture-of-experts with diverging number of parameters von Khalili, Abbas, Yang, Archer Yi, Da, Xiaonan

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Privacy-preserving analysis of time-to-event data under nested case-control sampling von Juwara, Lamin, Yang, Yi Archer, Velly, Ana M, Saha-Chaudhuri, Paramita

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A graph decomposition-based approach for the graph-fused lasso von Yu, Feng, Yang, Archer Yi, Zhang, Teng

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Group penalized expectile regression: Group penalized expectile regression von Ouhourane, Mohamed, Oualkacha, Karim, Yang, Archer Yi

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Abstract 4142894: Multimorbidity Trajectories Across the Lifespan in Patients with Congenital Heart Disease von Li, Chao, Liu, Aihua, Bendayan, Solomon, Guo, Liming, Therrien, Judith, Yang, Archer, Tamblyn, Robyn, Brophy, Jay, Li, Yue, Marelli, Ariane

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Accelerating Generalized Random Forests with Fixed-Point Trees von Fleischer, David, Stephens, David A, Yang, Archer

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MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records von Li, Yixuan, Yang, Archer Y, Marelli, Ariane, Li, Yue

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QComp: A QSAR-Based Data Completion Framework for Drug Discovery von Yang, Bingjia, Chung, Yunsie, Yang, Archer Y, Yuan, Bo, Yu, Xiang

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Accelerating Generalized Random Forests with Fixed-Point Trees von Fleischer, David, Stephens, David A, Archer, Yang

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Structured Learning in Time-dependent Cox Models von Wang, Guanbo, Lian, Yi, Yang, Archer Y, Platt, Robert W, Wang, Rui, Perreault, Sylvie, Dorais, Marc, Schnitzer, Mireille E

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MixEHR-SurG: a joint proportional hazard and guided topic model for inferring mortality-associated topics from electronic health records von Li, Yixuan, Yang, Archer Y, Marelli, Ariane, Li, Yue

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QComp: A QSAR-Based Data Completion Framework for Drug Discovery von Yang, Bingjia, Chung, Yunsie, Yang, Archer Y, Yuan, Bo, Yu, Xiang

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A Tweedie Compound Poisson Model in Reproducing Kernel Hilbert Space von Lian, Yi, Yang, Archer Yi, Wang, Boxiang, Shi, Peng, Platt, Robert William

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