Improving medical machine learning models with generative balancing for equity and excellence by Brandon Theodorou, Benjamin Danek, Venkat Tummala, Shivam Pankaj Kumar, Bradley Malin, Jimeng Sun

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Sentiment Dynamics Among Informal Caregivers in Web-Based Alzheimer Communities: Systematic Analysis of Emotional Support and Interaction Patterns by Congning Ni, Qingyuan Song, Qingxia Chen, Lijun Song, Patricia Commiskey, Lauren Stratton, Bradley Malin, Zhijun Yin

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Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks. by Bin Li, Xiaoqian Jiang, Kai Zhang, Arif O Harmanci, Bradley Malin, Hongchang Gao, Xinghua Shi, Alzheimer’s Disease Neuroimaging Initiative

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Enhancing fairness in disease prediction by optimizing multiple domain adversarial networks by Bin Li, Xiaoqian Jiang, Kai Zhang, Arif O. Harmanci, Bradley Malin, Hongchang Gao, Xinghua Shi, the Alzheimer’s Disease Neuroimaging Initiative

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Ethical and practical issues associated with aggregating databases. by David R Karp, Shelley Carlin, Robert Cook-Deegan, Daniel E Ford, Gail Geller, David N Glass, Hank Greely, Joel Guthridge, Jeffrey Kahn, Richard Kaslow, Cheryl Kraft, Kathleen Macqueen, Bradley Malin, Richard H Scheuerman, Jeremy Sugarman

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COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data by Qiong Wu, Jenna M. Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong, Dazheng Zhang, Thomas Lumley, Milou T. Brand, Mui Van Zandt, Thomas Falconer, Xing He, Yu Huang, Haoyang Li, Chao Yan, Guojun Tang, Andrew E. Williams, Fei Wang, Jiang Bian, Bradley Malin, George Hripcsak, Martijn J. Schuemie, Yun Lu, Steve Drew, Jiayu Zhou, David A. Asch, Yong Chen

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