Clustervision: Visual Supervision of Unsupervised Clustering von Bum Chul Kwon, Eysenbach, Ben, Verma, Janu, Ng, Kenney, De Filippi, Christopher, Stewart, Walter F., Perer, Adam

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Polygenic background modifies penetrance of monogenic variants for tier 1 genomic conditions von Fahed, Akl C., Wang, Minxian, Homburger, Julian R., Patel, Aniruddh P., Bick, Alexander G., Neben, Cynthia L., Lai, Carmen, Brockman, Deanna, Philippakis, Anthony, Ellinor, Patrick T., Cassa, Christopher A., Lebo, Matthew, Ng, Kenney, Lander, Eric S., Zhou, Alicia Y., Kathiresan, Sekar, Khera, Amit V.

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Complication Risk Profiling in Diabetes Care: A Bayesian Multi-Task and Feature Relationship Learning Approach von Liu, Bin, Li, Ying, Ghosh, Soumya, Sun, Zhaonan, Ng, Kenney, Hu, Jianying

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Progression of type 1 diabetes from latency to symptomatic disease is predicted by distinct autoimmune trajectories von Kwon, Bum Chul, Anand, Vibha, Achenbach, Peter, Dunne, Jessica L., Hagopian, William, Hu, Jianying, Koski, Eileen, Lernmark, Åke, Lundgren, Markus, Ng, Kenney, Toppari, Jorma, Veijola, Riitta, Frohnert, Brigitte I.

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The MELD-Plus: A generalizable prediction risk score in cirrhosis von Kartoun, Uri, Corey, Kathleen E, Simon, Tracey G, Zheng, Hui, Aggarwal, Rahul, Ng, Kenney, Shaw, Stanley Y

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DPVis: Visual Analytics With Hidden Markov Models for Disease Progression Pathways von Kwon, Bum Chul, Anand, Vibha, Severson, Kristen A., Ghosh, Soumya, Sun, Zhaonan, Frohnert, Brigitte I., Lundgren, Markus, Ng, Kenney

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Personalized treatment options for chronic diseases using precision cohort analytics von Ng, Kenney, Kartoun, Uri, Stavropoulos, Harry, Zambrano, John A., Tang, Paul C.

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Inherited basis of visceral, abdominal subcutaneous and gluteofemoral fat depots von Agrawal, Saaket, Wang, Minxian, Klarqvist, Marcus D. R., Smith, Kirk, Shin, Joseph, Dashti, Hesam, Diamant, Nathaniel, Choi, Seung Hoan, Jurgens, Sean J., Ellinor, Patrick T., Philippakis, Anthony, Claussnitzer, Melina, Ng, Kenney, Udler, Miriam S., Batra, Puneet, Khera, Amit V.

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BMI-adjusted adipose tissue volumes exhibit depot-specific and divergent associations with cardiometabolic diseases von Agrawal, Saaket, Klarqvist, Marcus D. R., Diamant, Nathaniel, Stanley, Takara L., Ellinor, Patrick T., Mehta, Nehal N., Philippakis, Anthony, Ng, Kenney, Claussnitzer, Melina, Grinspoon, Steven K., Batra, Puneet, Khera, Amit V.

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Design and user experience testing of a polygenic score report: a qualitative study of prospective users von Brockman, Deanna G, Petronio, Lia, Dron, Jacqueline S, Kwon, Bum Chul, Vosburg, Trish, Nip, Lisa, Tang, Andrew, O'Reilly, Mary, Lennon, Niall, Wong, Bang, Ng, Kenney, Huang, Katherine H, Fahed, Akl C, Khera, Amit V

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Cross-modal autoencoder framework learns holistic representations of cardiovascular state von Radhakrishnan, Adityanarayanan, Friedman, Sam F., Khurshid, Shaan, Ng, Kenney, Batra, Puneet, Lubitz, Steven A., Philippakis, Anthony A., Uhler, Caroline

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Genetic analysis of right heart structure and function in 40,000 people von Pirruccello, James P., Di Achille, Paolo, Nauffal, Victor, Nekoui, Mahan, Friedman, Samuel F., Klarqvist, Marcus D. R., Chaffin, Mark D., Weng, Lu-Chen, Cunningham, Jonathan W., Khurshid, Shaan, Roselli, Carolina, Lin, Honghuang, Koyama, Satoshi, Ito, Kaoru, Kamatani, Yoichiro, Komuro, Issei, Jurgens, Sean J., Benjamin, Emelia J., Batra, Puneet, Natarajan, Pradeep, Ng, Kenney, Hoffmann, Udo, Lubitz, Steven A., Ho, Jennifer E., Lindsay, Mark E., Philippakis, Anthony A., Ellinor, Patrick T.

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Systematically exploring repurposing effects of antihypertensives von Shahn, Zach, Spear, Phoebe, Lu, Helen, Jiang, Sharon, Zhang, Suki, Deshmukh, Neil, Xu, Shenbo, Ng, Kenney, Welsch, Roy, Finkelstein, Stan

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Performance of Atrial Fibrillation Risk Prediction Models in Over 4 Million Individuals von Khurshid, Shaan, Kartoun, Uri, Ashburner, Jeffrey M., Trinquart, Ludovic, Philippakis, Anthony, Khera, Amit V., Ellinor, Patrick T., Ng, Kenney, Lubitz, Steven A.

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Prevalence of Heart Failure Signs and Symptoms in a Large Primary Care Population Identified Through the Use of Text and Data Mining of the Electronic Health Record von Vijayakrishnan, Rajakrishnan, MD, Steinhubl, Steven R., MD, Ng, Kenney, PhD, Sun, Jimeng, PhD, Byrd, Roy J, Daar, Zahra, Williams, Brent A., PhD, deFilippi, Christopher, MD, Ebadollahi, Shahram, PhD, Stewart, Walter F., PhD

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Prediction performance and fairness heterogeneity in cardiovascular risk models von Kartoun, Uri, Khurshid, Shaan, Kwon, Bum Chul, Patel, Aniruddh P., Batra, Puneet, Philippakis, Anthony, Khera, Amit V., Ellinor, Patrick T., Lubitz, Steven A., Ng, Kenney

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Analysis of factors associated with extended recovery time after colonoscopy von Eschenfeldt, Patrick C, Kartoun, Uri, Heberle, Curtis R, Kong, Chung Yin, Nishioka, Norman S, Ng, Kenney, Kamarthi, Sagar, Hur, Chin

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Bias formulas for violations of proximal identification assumptions in a linear structural equation model von Cobzaru, Raluca, Welsch, Roy, Finkelstein, Stan, Ng, Kenney, Shahn, Zach

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Deep learning of left atrial structure and function provides link to atrial fibrillation risk von Pirruccello, James P., Di Achille, Paolo, Choi, Seung Hoan, Rämö, Joel T., Khurshid, Shaan, Nekoui, Mahan, Jurgens, Sean J., Nauffal, Victor, Kany, Shinwan, Ng, Kenney, Friedman, Samuel F., Batra, Puneet, Lunetta, Kathryn L., Palotie, Aarno, Philippakis, Anthony A., Ho, Jennifer E., Lubitz, Steven A., Ellinor, Patrick T.

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Association of Rare Pathogenic DNA Variants for Familial Hypercholesterolemia, Hereditary Breast and Ovarian Cancer Syndrome, and Lynch Syndrome With Disease Risk in Adults Accordi... von Patel, Aniruddh P, Wang, Minxian, Fahed, Akl C, Mason-Suares, Heather, Brockman, Deanna, Pelletier, Renee, Amr, Sami, Machini, Kalotina, Hawley, Megan, Witkowski, Leora, Koch, Christopher, Philippakis, Anthony, Cassa, Christopher A, Ellinor, Patrick T, Kathiresan, Sekar, Ng, Kenney, Lebo, Matthew, Khera, Amit V

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