Review and evaluation of electronic health records-driven phenotype algorithm authoring tools for clinical and translational research
Xu, Jie, Rasmussen, Luke V, Shaw, Pamela L, Jiang, Guoqian, Kiefer, Richard C, Mo, Huan, Pacheco, Jennifer A, Speltz, Peter, Zhu, Qian, Denny, Joshua C, Pathak, Jyotishman, Thompson, William K, Montague, Enid
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2015)
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2015)
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Journal Article
Using Machine Learning to Predict Antidepressant Treatment Outcome From Electronic Health Records
Xu, Zhenxing, Vekaria, Veer, Wang, Fei, Cukor, Judith, Su, Chang, Adekkanattu, Prakash, Brandt, Pascal, Jiang, Guoqian, Kiefer, Richard C., Luo, Yuan, Rasmussen, Luke V., Xu, Jie, Xiao, Yunyu, Alexopoulos, George, Pathak, Jyotishman
Published in Psychiatric research and clinical practice (01.12.2023)
Published in Psychiatric research and clinical practice (01.12.2023)
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Journal Article
Identifying sub-phenotypes of acute kidney injury using structured and unstructured electronic health record data with memory networks
Xu, Zhenxing, Chou, Jingyuan, Zhang, Xi Sheryl, Luo, Yuan, Isakova, Tamara, Adekkanattu, Prakash, Ancker, Jessica S., Jiang, Guoqian, Kiefer, Richard C., Pacheco, Jennifer A., Rasmussen, Luke V., Pathak, Jyotishman, Wang, Fei
Published in Journal of biomedical informatics (01.02.2020)
Published in Journal of biomedical informatics (01.02.2020)
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Journal Article
Stratified Mortality Prediction of Patients with Acute Kidney Injury in Critical Care
Xu, Zhenxing, Luo, Yuan, Adekkanattu, Prakash, Ancker, Jessica S, Jiang, Guoqian, Kiefer, Richard C, Pacheco, Jennifer A, Rasmussen, Luke V, Pathak, Jyotishman, Wang, Fei
Published in Studies in health technology and informatics (21.08.2019)
Published in Studies in health technology and informatics (21.08.2019)
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Journal Article
A case study evaluating the portability of an executable computable phenotype algorithm across multiple institutions and electronic health record environments
Pacheco, Jennifer A, Rasmussen, Luke V, Kiefer, Richard C, Campion, Thomas R, Speltz, Peter, Carroll, Robert J, Stallings, Sarah C, Mo, Huan, Ahuja, Monika, Jiang, Guoqian, LaRose, Eric R, Peissig, Peggy L, Shang, Ning, Benoit, Barbara, Gainer, Vivian S, Borthwick, Kenneth, Jackson, Kathryn L, Sharma, Ambrish, Wu, Andy Yizhou, Kho, Abel N, Roden, Dan M, Pathak, Jyotishman, Denny, Joshua C, Thompson, William K
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2018)
Published in Journal of the American Medical Informatics Association : JAMIA (01.11.2018)
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Journal Article
Data‐driven discovery of probable Alzheimer's disease and related dementia subphenotypes using electronic health records
Xu, Jie, Wang, Fei, Xu, Zhenxing, Adekkanattu, Prakash, Brandt, Pascal, Jiang, Guoqian, Kiefer, Richard C., Luo, Yuan, Mao, Chengsheng, Pacheco, Jennifer A., Rasmussen, Luke V., Zhang, Yiye, Isaacson, Richard, Pathak, Jyotishman
Published in Learning health systems (01.10.2020)
Published in Learning health systems (01.10.2020)
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Journal Article
Evaluating the Portability of an NLP System for Processing Echocardiograms: A Retrospective, Multi-site Observational Study
Adekkanattu, Prakash, Jiang, Guoqian, Luo, Yuan, Kingsbury, Paul R, Xu, Zhenxing, Rasmussen, Luke V, Pacheco, Jennifer A, Kiefer, Richard C, Stone, Daniel J, Brandt, Pascal S, Yao, Liang, Zhong, Yizhen, Deng, Yu, Wang, Fei, Ancker, Jessica S, Campion, Thomas R, Pathak, Jyotishman
Published in AMIA ... Annual Symposium proceedings (2019)
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Published in AMIA ... Annual Symposium proceedings (2019)
Journal Article
Toward cross‐platform electronic health record‐driven phenotyping using Clinical Quality Language
Brandt, Pascal S., Kiefer, Richard C., Pacheco, Jennifer A., Adekkanattu, Prakash, Sholle, Evan T., Ahmad, Faraz S., Xu, Jie, Xu, Zhenxing, Ancker, Jessica S., Wang, Fei, Luo, Yuan, Jiang, Guoqian, Pathak, Jyotishman, Rasmussen, Luke V.
Published in Learning health systems (01.10.2020)
Published in Learning health systems (01.10.2020)
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Journal Article
Subphenotyping depression using machine learning and electronic health records
Xu, Zhenxing, Wang, Fei, Adekkanattu, Prakash, Bose, Budhaditya, Vekaria, Veer, Brandt, Pascal, Jiang, Guoqian, Kiefer, Richard C., Luo, Yuan, Pacheco, Jennifer A., Rasmussen, Luke V., Xu, Jie, Alexopoulos, George, Pathak, Jyotishman
Published in Learning health systems (01.10.2020)
Published in Learning health systems (01.10.2020)
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Journal Article
Considerations for Improving the Portability of Electronic Health Record-Based Phenotype Algorithms
Rasmussen, Luke V, Brandt, Pascal S, Jiang, Guoqian, Kiefer, Richard C, Pacheco, Jennifer A, Adekkanattu, Prakash, Ancker, Jessica S, Wang, Fei, Xu, Zhenxing, Pathak, Jyotishman, Luo, Yuan
Published in AMIA ... Annual Symposium proceedings (2019)
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Published in AMIA ... Annual Symposium proceedings (2019)
Journal Article
Developing a data element repository to support EHR-driven phenotype algorithm authoring and execution
Jiang, Guoqian, Kiefer, Richard C., Rasmussen, Luke V., Solbrig, Harold R., Mo, Huan, Pacheco, Jennifer A., Xu, Jie, Montague, Enid, Thompson, William K., Denny, Joshua C., Chute, Christopher G., Pathak, Jyotishman
Published in Journal of biomedical informatics (01.08.2016)
Published in Journal of biomedical informatics (01.08.2016)
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Journal Article
Predictive Modeling of the Risk of Acute Kidney Injury in Critical Care: A Systematic Investigation of The Class Imbalance Problem
Xu, Zhenxing, Feng, Yujuan, Li, Yun, Srivastava, Anand, Adekkanattu, Prakash, Ancker, Jessica S, Jiang, Guoqian, Kiefer, Richard C, Lee, Kathleen, Pacheco, Jennifer A, Rasmussen, Luke V, Pathak, Jyotishman, Luo, Yuan, Wang, Fei
Published in AMIA Summits on Translational Science proceedings (2019)
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Published in AMIA Summits on Translational Science proceedings (2019)
Journal Article
A Modular Architecture for Electronic Health Record-Driven Phenotyping
Rasmussen, Luke V, Kiefer, Richard C, Mo, Huan, Speltz, Peter, Thompson, William K, Jiang, Guoqian, Pacheco, Jennifer A, Xu, Jie, Zhu, Qian, Denny, Joshua C, Montague, Enid, Pathak, Jyotishman
Published in AMIA Summits on Translational Science proceedings (2015)
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Published in AMIA Summits on Translational Science proceedings (2015)
Journal Article
Mining drug-drug interaction patterns from linked data: A case study for Warfarin, Clopidogrel, and Simvastatin
Pathak, Jyotishman, Kiefer, Richard C., Chute, Christopher G.
Published in 2013 IEEE International Conference on Bioinformatics and Biomedicine (01.12.2013)
Published in 2013 IEEE International Conference on Bioinformatics and Biomedicine (01.12.2013)
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