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cs.LG2026
IRIS: time-structured manifold projections
Brian Ondov, Chia-Hsuan Chang, Weipeng Zhou +6
High-dimensional biomedical data, such as cell-by-gene matrices, are increasingly generated temporally. However, Manifold Learning algorithms, like t-SNE and UMAP, cannot incorpora…
cs.LG2021
Forecasting Daily COVID-19 Related Calls in VA Health Care System: Predictive Model Development
Weipeng Zhou, Ryan J. Laundry, Paul L. Hebert +1
Background: COVID-19 has become a challenge worldwide and properly planning of medical resources is the key to combating COVID-19. In the US Veteran Affairs Health Care System (VA)…