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Journal Articles
- 2022
[j5]Isabelle-Emmanuella Nogues, Jun Wen, Yucong Lin, Molei Liu, Sara K. Tedeschi, Alon Geva, Tianxi Cai, Chuan Hong:
Weakly Semi-supervised phenotyping using Electronic Health records. J. Biomed. Informatics 134: 104175 (2022)- [j4]Yichi Zhang, Molei Liu, Matey Neykov, Tianxi Cai:
Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping. J. Mach. Learn. Res. 23: 83:1-83:25 (2022) - 2021
- [j3]Alon Geva
, Molei Liu, Vidul Ayakulangara Panickan, Paul Avillach, Tianxi Cai, Kenneth D. Mandl:
A high-throughput phenotyping algorithm is portable from adult to pediatric populations. J. Am. Medical Informatics Assoc. 28(6): 1265-1269 (2021) - [j2]Molei Liu, Yin Xia, Kelly Cho, Tianxi Cai:
Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints. J. Mach. Learn. Res. 22: 126:1-126:26 (2021) - [j1]Chuan Hong, Everett Neil Rush, Molei Liu, Doudou Zhou, Jiehuan Sun, Aaron Sonabend W., Victor M. Castro, Petra Schubert, Vidul Ayakulangara Panickan, Tianrun Cai, Lauren Costa, Zeling He, Nicholas B. Link, Ronald G. Hauser, J. Michael Gaziano, Shawn N. Murphy, George Ostrouchov, Yuk-Lam Ho, Edmon Begoli, Junwei Lu, Kelly Cho, Katherine P. Liao, Tianxi Cai:
Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data. npj Digit. Medicine 4 (2021)
Conference and Workshop Papers
- 2022
- [c1]Molei Liu, Sara Morini, Xin Xiong, Chuan Hong, Clara-Lea Bonzel, Vidul Ayakulangara Panickan, Everett Neil Rush, Yuk-Lam Ho, Kelly Cho, J. Michael Gaziano, Katherine P. Liao, Tianxi Cai, Tianrun Cai:
Knowledge-Driven Online Multimodal Automated Phenotyping System. AMIA 2022
Informal and Other Publications
- 2020
- [i1]Jessica L. Gronsbell, Molei Liu, Lu Tian, Tianxi Cai:
Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling. CoRR abs/2010.09443 (2020)
Coauthor Index
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