Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
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Collaborations and top research areas from the last five years
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Projects
- 2 Finished
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Statistical Methods for Analyzing Longitudinal Electronic Medical Records Data
Hou, J. (PI)
PREDICTION ANALYTICS RESEARCH SOLUTION
9/1/23 → 5/31/24
Project: Research project
Research output
- 18 Article
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Clustering Sequence Data with Mixture Markov Chains with Covariates Using Multiple Simplex Constrained Optimization Routine (MSiCOR)
Das, P., Sen, D., De, D., Hou, J., Abad, Z. S. H., Kim, N., Xia, Z. & Cai, T., 2024, In: Journal of Computational and Graphical Statistics. 33, 2, p. 379-392 14 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Implicit profiling estimation for semiparametric models with bundled parameters
Lin, Y., Su, J., Liu, Y., Hou, J. & Wang, F., Jul 2024, In: Statistical Papers. 65, 5, p. 3203-3234 32 p.Research output: Contribution to journal › Article › peer-review
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LATTE: Label-efficient incident phenotyping from longitudinal electronic health records
Wen, J., Hou, J., Bonzel, C. L., Zhao, Y., Castro, V. M., Gainer, V. S., Weisenfeld, D., Cai, T., Ho, Y. L., Panickan, V. A., Costa, L., Hong, C., Gaziano, J. M., Liao, K. P., Lu, J., Cho, K. & Cai, T., Jan 12 2024, In: Patterns. 5, 1, 100906.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Association Between Inflammation, Incident Heart Failure, and Heart Failure Subtypes in Patients With Rheumatoid Arthritis
Huang, S., Cai, T., Weber, B. N., He, Z., Dahal, K. P., Hong, C., Hou, J., Seyok, T., Cagan, A., DiCarli, M. F., Joseph, J., Kim, S. C., Solomon, D. H., Cai, T. & Liao, K. P., May 2023, In: Arthritis Care and Research. 75, 5, p. 1036-1045 10 p.Research output: Contribution to journal › Article › peer-review
12 Scopus citations -
Generate Analysis-Ready Data for Real-world Evidence: Tutorial for Harnessing Electronic Health Records With Advanced Informatic Technologies
Hou, J., Zhao, R., Gronsbell, J., Lin, Y., Bonzel, C. L., Zeng, Q., Zhang, S., Beaulieu-Jones, B. K., Weber, G. M., Jemielita, T., Wan, S. S., Hong, C., Cai, T., Wen, J., Panickan, V. A., Liaw, K. L., Liao, K. & Cai, T., 2023, In: Journal of medical Internet research. 25, e45662.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations