Approximate Kernel-Based Conditional Independence Tests for Fast Non-Parametric Causal Discovery von Strobl, Eric V., Zhang, Kun, Visweswaran, Shyam

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Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis von Seymour, Christopher W, Kennedy, Jason N, Wang, Shu, Chang, Chung-Chou H, Elliott, Corrine F, Xu, Zhongying, Berry, Scott, Clermont, Gilles, Cooper, Gregory, Gomez, Hernando, Huang, David T, Kellum, John A, Mi, Qi, Opal, Steven M, Talisa, Victor, van der Poll, Tom, Visweswaran, Shyam, Vodovotz, Yoram, Weiss, Jeremy C, Yealy, Donald M, Yende, Sachin, Angus, Derek C

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Distinguishing Admissions Specifically for COVID-19 From Incidental SARS-CoV-2 Admissions: National Retrospective Electronic Health Record Study von Klann, Jeffrey G, Strasser, Zachary H, Hutch, Meghan R, Kennedy, Chris J, Marwaha, Jayson S, Morris, Michele, Samayamuthu, Malarkodi Jebathilagam, Pfaff, Ashley C, Estiri, Hossein, South, Andrew M, Weber, Griffin M, Yuan, William, Avillach, Paul, Wagholikar, Kavishwar B, Luo, Yuan, Omenn, Gilbert S, Visweswaran, Shyam, Holmes, John H, Xia, Zongqi, Brat, Gabriel A, Murphy, Shawn N

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An Empirical Evaluation of Prompting Strategies for Large Language Models in Zero-Shot Clinical Natural Language Processing: Algorithm Development and Validation Study von Sivarajkumar, Sonish, Kelley, Mark, Samolyk-Mazzanti, Alyssa, Visweswaran, Shyam, Wang, Yanshan

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Learning genetic epistasis using Bayesian network scoring criteria von Jiang, Xia, Neapolitan, Richard E, Barmada, M Michael, Visweswaran, Shyam

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An algorithm for network-based gene prioritization that encodes knowledge both in nodes and in links von Kimmel, Chad, Visweswaran, Shyam

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Leveraging Eye Tracking to Prioritize Relevant Medical Record Data: Comparative Machine Learning Study von King, Andrew J, Cooper, Gregory F, Clermont, Gilles, Hochheiser, Harry, Hauskrecht, Milos, Sittig, Dean F, Visweswaran, Shyam

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Towards Team-Centered Informatics: Accelerating Innovation in Multidisciplinary Scientific Teams Through Visual Analytics von Bhavnani, Suresh K., Visweswaran, Shyam, Divekar, Rohit, Brasier, Allan R.

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Mining Clinical Notes for Physical Rehabilitation Exercise Information: Natural Language Processing Algorithm Development and Validation Study von Sivarajkumar, Sonish, Gao, Fengyi, Denny, Parker, Aldhahwani, Bayan, Visweswaran, Shyam, Bove, Allyn, Wang, Yanshan

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Survey and Evaluation of Hypertension Machine Learning Research von du Toit, Clea, Tran, Tran Quoc Bao, Deo, Neha, Aryal, Sachin, Lip, Stefanie, Sykes, Robert, Manandhar, Ishan, Sionakidis, Aristeidis, Stevenson, Leah, Pattnaik, Harsha, Alsanosi, Safaa, Kassi, Maria, Le, Ngoc, Rostron, Maggie, Nichol, Sarah, Aman, Alisha, Nawaz, Faisal, Mehta, Dhruven, Tummala, Ramakumar, McCallum, Linsay, Reddy, Sandeep, Visweswaran, Shyam, Kashyap, Rahul, Joe, Bina, Padmanabhan, Sandosh

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Artificial intelligence in clinical and translational science: Successes, challenges and opportunities von Bernstam, Elmer V., Shireman, Paula K., Meric‐Bernstam, Funda, Zozus, Meredith, Jiang, Xiaoqian, Brimhall, Bradley B., Windham, Ashley K., Schmidt, Susanne, Visweswaran, Shyam, Ye, Ye, Goodrum, Heath, Ling, Yaobin, Barapatre, Seemran, Becich, Michael J.

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Bayesian network models with decision tree analysis for management of childhood malaria in Malawi von Taneja, Sanya B, Douglas, Gerald P, Cooper, Gregory F, Michaels, Marian G, Druzdzel, Marek J, Visweswaran, Shyam

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A Framework for Modeling and Interpreting Patient Subgroups Applied to Hospital Readmission: Visual Analytical Approach von Bhavnani, Suresh K, Zhang, Weibin, Visweswaran, Shyam, Raji, Mukaila, Kuo, Yong-Fang

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Application of an efficient Bayesian discretization method to biomedical data von Lustgarten, Jonathan L, Visweswaran, Shyam, Gopalakrishnan, Vanathi, Cooper, Gregory F

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A framework for human evaluation of large language models in healthcare derived from literature review von Tam, Thomas Yu Chow, Sivarajkumar, Sonish, Kapoor, Sumit, Stolyar, Alisa V., Polanska, Katelyn, McCarthy, Karleigh R., Osterhoudt, Hunter, Wu, Xizhi, Visweswaran, Shyam, Fu, Sunyang, Mathur, Piyush, Cacciamani, Giovanni E., Sun, Cong, Peng, Yifan, Wang, Yanshan

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Personalized Modeling for Prediction with Decision-Path Models von Visweswaran, Shyam, Ferreira, Antonio, Ribeiro, Guilherme A, Oliveira, Alexandre C, Cooper, Gregory F

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Characterization of Post-COVID-19 Definitions and Clinical Coding Practices: Longitudinal Study von Maripuri, Monika, Dey, Andrew, Honerlaw, Jacqueline, Hong, Chuan, Ho, Yuk-Lam, Tanukonda, Vidisha, Chen, Alicia W, Panickan, Vidul Ayakulangara, Wang, Xuan, Zhang, Harrison G, Yang, Doris, Samayamuthu, Malarkodi Jebathilagam, Morris, Michele, Visweswaran, Shyam, Beaulieu-Jones, Brendin, Ramoni, Rachel, Muralidhar, Sumitra, Gaziano, J Michael, Liao, Katherine, Xia, Zongqi, Brat, Gabriel A, Cai, Tianxi, Cho, Kelly

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Realizing the potential of social determinants data in EHR systems: A scoping review of approaches for screening, linkage, extraction, analysis, and interventions von Li, Chenyu, Mowery, Danielle L, Ma, Xiaomeng, Yang, Rui, Vurgun, Ugurcan, Hwang, Sy, Donnelly, Hayoung K, Bandhey, Harsh, Senathirajah, Yalini, Visweswaran, Shyam, Sadhu, Eugene M, Akhtar, Zohaib, Getzen, Emily, Freda, Philip J, Long, Qi, Becich, Michael J

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Application of a spatially-weighted Relief algorithm for ranking genetic predictors of disease von Stokes, Matthew E, Visweswaran, Shyam

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Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space von Yu, Ke, Visweswaran, Shyam, Batmanghelich, Kayhan

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