Zobrazeno 1 - 10
of 767
pro vyhledávání: '"Liao, Katherine"'
Autor:
Wen, Jun, Hou, Jue, Bonzel, Clara-Lea, Zhao, Yihan, Castro, Victor M., Gainer, Vivian S., Weisenfeld, Dana, Cai, Tianrun, Ho, Yuk-Lam, Panickan, Vidul A., Costa, Lauren, Hong, Chuan, Gaziano, J. Michael, Liao, Katherine P., Lu, Junwei, Cho, Kelly, Cai, Tianxi
Electronic health record (EHR) data are increasingly used to support real-world evidence (RWE) studies. Yet its ability to generate reliable RWE is limited by the lack of readily available precise information on the timing of clinical events such as
Externí odkaz:
http://arxiv.org/abs/2305.11407
Autor:
Hou, Jue, Zhao, Rachel, Gronsbell, Jessica, Beaulieu-Jones, Brett K., Webber, Griffin, Jemielita, Thomas, Wan, Shuyan, Hong, Chuan, Lin, Yucong, Cai, Tianrun, Wen, Jun, Panickan, Vidul A., Bonzel, Clara-Lea, Liaw, Kai-Li, Liao, Katherine P., Cai, Tianxi
While randomized controlled trials (RCTs) are the gold-standard for establishing the efficacy and safety of a medical treatment, real-world evidence (RWE) generated from real-world data (RWD) has been vital in post-approval monitoring and is being pr
Externí odkaz:
http://arxiv.org/abs/2211.16609
In modern machine learning applications, frequent encounters of covariate shift and label scarcity have posed challenges to robust model training and evaluation. Numerous transfer learning methods have been developed to robustly adapt the model itsel
Externí odkaz:
http://arxiv.org/abs/2208.07927
Autor:
McDermott, Gregory C, DiIorio, Michael, Kawano, Yumeko, Jeffway, Mary, MacVicar, Megan, Dahal, Kumar, Moon, Su-Jin, Seyok, Thany, Coblyn, Jonathan, Massarotti, Elena, Weinblatt, Michael E, Weisenfeld, Dana, Liao, Katherine P
Publikováno v:
In Seminars in Arthritis and Rheumatism June 2024 66
Autor:
Liew, Jean W., Treu, Timothy, Park, Yojin, Ferguson, Jacqueline M., Rosser, Morgan A., Ho, Yuk-Lam, Gagnon, David R., Stovall, Rachael, Monach, Paul, Heckbert, Susan R., Gensler, Lianne S., Liao, Katherine P., Dubreuil, Maureen
Publikováno v:
In Seminars in Arthritis and Rheumatism October 2024 68
Autor:
Wen, Jun, Hou, Jue, Bonzel, Clara-Lea, Zhao, Yihan, Castro, Victor M., Gainer, Vivian S., Weisenfeld, Dana, Cai, Tianrun, Ho, Yuk-Lam, Panickan, Vidul A., Costa, Lauren, Hong, Chuan, Gaziano, J. Michael, Liao, Katherine P., Lu, Junwei, Cho, Kelly, Cai, Tianxi
Publikováno v:
In Patterns 12 January 2024 5(1)
In contemporary statistical learning, covariate shift correction plays an important role in transfer learning when distribution of the testing data is shifted from the training data. Importance weighting, as a natural and principle strategy to adjust
Externí odkaz:
http://arxiv.org/abs/2010.02521
Autor:
Hong, Chuan, Liang, Liang, Yuan, Qianyu, Cho, Kelly, Liao, Katherine P., Pencina, Michael J., Christiani, David C., Cai, Tianxi
Publikováno v:
In Journal of Biomedical Informatics August 2023 144
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Akademický článek
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