Author

Tamás Budavári

Johns Hopkins UniversityORCID 0000-0002-7034-4621Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Signature Assays, Organisms & Methods

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Research Focus:benchmarking· 1 Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Research Focus:dimensionality reduction· 1 Assay:electronic health records· 1 Organism:human· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Harold P. LehmanniD· 1 shared Jeanne M. ClarkiD· 1 shared Jeong Hyun Moon· 1 shared Jing-yi Ren· 1 shared Jingyi Gao· 1 shared Peiheng Gao· 1 shared Ranran ZhuiD· 1 shared Shanshan SongiD· 1 shared

Activity by Year

2020-2020 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Harold P. LehmannORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 31, 2020

Machine Learning to Summarize and Provide Context for Sleep and Eating Schedules.

Tianyi Chen, Yiwen Chen, Jingyi Gao…·Thomas B. Woolf

This study uses machine learning to analyze sleep and eating schedules from 500 participants, proposing a framework to classify chronotypes and assess circadian misalignment for health guidance.

1 citation

humanelectronic health records

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