Implementation of Machine Learning Pipelines for Clinical Practice: Development and Validation Study by Lara J Kanbar, Benjamin Wissel, Yizhao Ni, Nathan Pajor, Tracy Glauser, John Pestian, Judith W Dexheimer

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Understanding Pediatric Surgery Cancellation: Geospatial Analysis by Lei Liu, Yizhao Ni, Andrew F Beck, Cole Brokamp, Ryan C Ramphul, Linda D Highfield, Megha Karkera Kanjia, J “Nick” Pratap

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The effect of inversion at 8p23 on BLK association with lupus in Caucasian population. by Bahram Namjou, Yizhao Ni, Isaac T W Harley, Iouri Chepelev, Beth Cobb, Leah C Kottyan, Patrick M Gaffney, Joel M Guthridge, Kenneth Kaufman, John B Harley

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Seasonality, mediation and comparison (SMAC) methods to identify influences on lung function decline by Emrah Gecili, Anushka Palipana, Cole Brokamp, Rui Huang, Eleni-Rosalina Andrinopoulou, Teresa Pestian, Erika Rasnick, Ruth H. Keogh, Yizhao Ni, John P. Clancy, Patrick Ryan, Rhonda D. Szczesniak

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Quantitative disease risk scores from EHR with applications to clinical risk stratification and genetic studies by Danqing Xu, Chen Wang, Atlas Khan, Ning Shang, Zihuai He, Adam Gordon, Iftikhar J. Kullo, Shawn Murphy, Yizhao Ni, Wei-Qi Wei, Ali Gharavi, Krzysztof Kiryluk, Chunhua Weng, Iuliana Ionita-Laza

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Towards phenotyping stroke: Leveraging data from a large-scale epidemiological study to detect stroke diagnosis. by Yizhao Ni, Kathleen Alwell, Charles J Moomaw, Daniel Woo, Opeolu Adeoye, Matthew L Flaherty, Simona Ferioli, Jason Mackey, Felipe De Los Rios La Rosa, Sharyl Martini, Pooja Khatri, Dawn Kleindorfer, Brett M Kissela

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Social-environmental phenotypes of rapid cystic fibrosis lung disease progression in adolescents and young adults living in the United States by Anushka K. Palipana, Andrew Vancil, Emrah Gecili, Erika Rasnick, Daniel Ehrlich, Teresa Pestian, Eleni-Rosalina Andrinopoulou, Pedro M. Afonso, Ruth H. Keogh, Yizhao Ni, Judith W. Dexheimer, John P. Clancy, Patrick Ryan, Cole Brokamp, Rhonda D. Szczesniak

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Electronic Health Record Based Algorithm to Identify Patients with Autism Spectrum Disorder. by Todd Lingren, Pei Chen, Joseph Bochenek, Finale Doshi-Velez, Patty Manning-Courtney, Julie Bickel, Leah Wildenger Welchons, Judy Reinhold, Nicole Bing, Yizhao Ni, William Barbaresi, Frank Mentch, Melissa Basford, Joshua Denny, Lyam Vazquez, Cassandra Perry, Bahram Namjou, Haijun Qiu, John Connolly, Debra Abrams, Ingrid A Holm, Beth A Cobb, Nataline Lingren, Imre Solti, Hakon Hakonarson, Isaac S Kohane, John Harley, Guergana Savova

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Evaluation of the portability of computable phenotypes with natural language processing in the eMERGE network by Jennifer A. Pacheco, Luke V. Rasmussen, Ken Wiley, Thomas Nate Person, David J. Cronkite, Sunghwan Sohn, Shawn Murphy, Justin H. Gundelach, Vivian Gainer, Victor M. Castro, Cong Liu, Frank Mentch, Todd Lingren, Agnes S. Sundaresan, Garrett Eickelberg, Valerie Willis, Al’ona Furmanchuk, Roshan Patel, David S. Carrell, Yu Deng, Nephi Walton, Benjamin A. Satterfield, Iftikhar J. Kullo, Ozan Dikilitas, Joshua C. Smith, Josh F. Peterson, Ning Shang, Krzysztof Kiryluk, Yizhao Ni, Yikuan Li, Girish N. Nadkarni, Elisabeth A. Rosenthal, Theresa L. Walunas, Marc S. Williams, Elizabeth W. Karlson, Jodell E. Linder, Yuan Luo, Chunhua Weng, WeiQi Wei

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