Molei Liu

According to our database, Molei Liu authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Trans-Balance: Reducing demographic disparity for prediction models in the presence of class imbalance.

Chuan Hong, Molei Liu, Daniel Wojdyla, Jimmy Hickey, Michael J. Pencina, Ricardo Henao

J. Biomed. Informatics, January, 2024

2022

Prior Adaptive Semi-supervised Learning with Application to EHR Phenotyping.

Yichi Zhang, Molei Liu, Matey Neykov, Tianxi Cai

J. Mach. Learn. Res., 2022

Weakly Semi-supervised phenotyping using Electronic Health records.

Isabelle-Emmanuella Nogues, Jun Wen, Yucong Lin, Molei Liu, Sara K. Tedeschi, Alon Geva, Tianxi Cai, Chuan Hong

J. Biomed. Informatics, 2022

Knowledge-Driven Online Multimodal Automated Phenotyping System.

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

Proceedings of the AMIA 2022, 2022

2021

Clinical knowledge extraction via sparse embedding regression (KESER) with multi-center large scale electronic health record data.

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

npj Digit. Medicine, 2021

Integrative High Dimensional Multiple Testing with Heterogeneity under Data Sharing Constraints.

Molei Liu, Yin Xia, Kelly Cho, Tianxi Cai

J. Mach. Learn. Res., 2021

A high-throughput phenotyping algorithm is portable from adult to pediatric populations.

Alon Geva, Molei Liu, Vidul Ayakulangara Panickan, Paul Avillach, Tianxi Cai, Kenneth D. Mandl

J. Am. Medical Informatics Assoc., 2021

2020

Efficient Estimation and Evaluation of Prediction Rules in Semi-Supervised Settings under Stratified Sampling.

Jessica L. Gronsbell, Molei Liu, Lu Tian, Tianxi Cai

CoRR, 2020