Author

S. L. Hummel

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Physiology· 1

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Research Focus:cell type annotation· 1 Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1 Approach:statistical model· 1

Frequent Co-Authors

B. E. Carlson· 1 shared D. A. Beard· 1 shared D. Cameron· 1 shared E. B. Randall· 1 shared E. Jones· 1 shared

Activity by Year

2021-2021 · peak 1/yr

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5 top collaborators · 10 mutual co-author links

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1 shared paperPhysiology

B. E. Carlson

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1 paper

Recent·Most cited

Phenotyping heart failure using model-based analysis and physiology-informed machine learning

E. Jones, E. B. Randall, S. L. Hummel, D. Cameron, D. A. Beard, B. E. Carlson

This paper uses cardiovascular system modeling and machine learning to phenotype heart failure subtypes, finding distinct mechanistic differences between HFrEF and HFpEF.

bioRxiv · Mar 3, 2021Physiology