Deep learning for healthcare: review, opportunities and challenges von Miotto, Riccardo, Wang, Fei, Wang, Shuang, Jiang, Xiaoqian, Dudley, Joel T

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Multiple imputation for analysis of incomplete data in distributed health data networks von Chang, Changgee, Deng, Yi, Jiang, Xiaoqian, Long, Qi

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Simultaneous and Efficient Capture of Inorganic Nitrogen and Heavy Metals by Polyporous Layered Double Hydroxide and Biochar Composite for Agricultural Nonpoint Pollution Control von Zhang, Lixun, Tang, Shengyin, Jiang, Chaojin, Jiang, Xiaoqian, Guan, Yuntao

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Responsible, practical genomic data sharing that accelerates research von Byrd, James Brian, Greene, Anna C., Prasad, Deepashree Venkatesh, Jiang, Xiaoqian, Greene, Casey S.

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Drug repurposing for COVID-19 using graph neural network and harmonizing multiple evidence von Hsieh, Kanglin, Wang, Yinyin, Chen, Luyao, Zhao, Zhongming, Savitz, Sean, Jiang, Xiaoqian, Tang, Jing, Kim, Yejin

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Secure human action recognition by encrypted neural network inference von Kim, Miran, Jiang, Xiaoqian, Lauter, Kristin, Ismayilzada, Elkhan, Shams, Shayan

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Computational medication regimen for Parkinson’s disease using reinforcement learning von Kim, Yejin, Suescun, Jessika, Schiess, Mya C., Jiang, Xiaoqian

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FedGMMAT: Federated generalized linear mixed model association tests von Li, Wentao, Chen, Han, Jiang, Xiaoqian, Harmanci, Arif

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SVAT: Secure outsourcing of variant annotation and genotype aggregation von Kim, Miran, Wang, Su, Jiang, Xiaoqian, Harmanci, Arif

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De-identification is not enough: a comparison between de-identified and synthetic clinical notes von Sarkar, Atiquer Rahman, Chuang, Yao-Shun, Mohammed, Noman, Jiang, Xiaoqian

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Use of the deep learning approach to measure alveolar bone level von Lee, Chun‐Teh, Kabir, Tanjida, Nelson, Jiman, Sheng, Sally, Meng, Hsiu‐Wan, Van Dyke, Thomas E., Walji, Muhammad F., Jiang, Xiaoqian, Shams, Shayan

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SAFER: sub-hypergraph attention-based neural network for predicting effective responses to dose combinations von Tang, Yi-Ching, Li, Rongbin, Tang, Jing, Zheng, W Jim, Jiang, Xiaoqian

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A multitask deep learning approach for pulmonary embolism detection and identification von Ma, Xiaotian, Ferguson, Emma C., Jiang, Xiaoqian, Savitz, Sean I., Shams, Shayan

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COLLAGENE enables privacy-aware federated and collaborative genomic data analysis von Li, Wentao, Kim, Miran, Zhang, Kai, Chen, Han, Jiang, Xiaoqian, Harmanci, Arif

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HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS von Wang, Shuang, Zhang, Yuchen, Dai, Wenrui, Lauter, Kristin, Kim, Miran, Tang, Yuzhe, Xiong, Hongkai, Jiang, Xiaoqian

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Privacy-preserving logistic regression with secret sharing von Ghavamipour, Ali Reza, Turkmen, Fatih, Jiang, Xiaoqian

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WebDISCO: a web service for distributed cox model learning without patient-level data sharing von Lu, Chia-Lun, Wang, Shuang, Ji, Zhanglong, Wu, Yuan, Xiong, Li, Jiang, Xiaoqian, Ohno-Machado, Lucila

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Evaluation of vicinity-based hidden Markov models for genotype imputation von Wang, Su, Kim, Miran, Jiang, Xiaoqian, Harmanci, Arif Ozgun

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The design, analysis and application of mouse clinical trials in oncology drug development von Guo, Sheng, Jiang, Xiaoqian, Mao, Binchen, Li, Qi-Xiang

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An exploration of soot oxidation over CeO2-ZrO2 nanocubes: Do more surface oxygen vacancies benefit the reaction? von Liu, Shuang, Wu, Xiaodong, Tang, Jia, Cui, Pengyu, Jiang, Xiaoqian, Chang, Chenggong, Liu, Wei, Gao, Yuxi, Li, Min, Weng, Duan

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