Author

Elena Engel

National Jewish Health

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:clustering· 1 Approach:deep learning· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Andrew C. HilliD· 1 shared Ann Granchelli· 1 shared Farnoush Banaei‐KashaniiD· 1 shared G.C. Lockhart· 1 shared Russell Paul BowleriD· 1 shared Yuto SuzukiiD· 1 shared

Activity by Year

2023-2023 · peak 1/yr

Co-Author Collaboration Network

6 top collaborators · 15 mutual co-author links

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1 shared paperBioinformatics

Andrew C. HillORCID

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1 paper

Recent·Most cited

Heterogeneity analysis of acute exacerbations of chronic obstructive pulmonary disease and a deep learning framework with weak supervision and privacy protection

Yuto Suzuki, Andrew C. Hill, Elena Engel, Ann Granchelli, G.C. Lockhart, Farnoush Banaei‐Kashani, Russell Paul Bowler

The paper identifies heterogeneity in acute exacerbations of COPD using wearable data and develops a deep learning framework with weak supervision and privacy protection for early detection.

bioRxiv · Dec 4, 2023 · PreprintBioinformatics