Author

David Izquierdo‐Garcia

Harvard UniversityORCID 0000-0003-0763-8827Unclaimed 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 Approach:deep learning· 1 Research Focus:dimensionality reduction· 1 Organism:human· 1 Assay:imaging· 1

Frequent Co-Authors

Bruce Robert RoseniD· 1 shared Christopher T NguyeniD· 1 shared Ciprian CatanaiD· 1 shared Collin M. StultziD· 1 shared Jayashree Kalpathy–CrameriD· 1 shared Maaike van den BoomeniD· 1 shared Manuel A. MoralesiD· 1 shared

Activity by Year

2021-2021 · peak 1/yr

Co-Author Collaboration Network

7 top collaborators · 21 mutual co-author links

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1 shared paperBioinformatics

Bruce Robert RosenORCID

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1 paper

Recent·Most cited

BioinformaticsFrontiers in Cardiovascular MedicinePeer-reviewedSep 3, 2021

DeepStrain: A Deep Learning Workflow for the Automated Characterization of Cardiac Mechanics

Manuel A. Morales, Maaike van den Boomen, Christopher T Nguyen…·Ciprian Catana

This paper develops a deep learning workflow to automatically analyze cardiac mechanics from cine-MRI data, showing high accuracy and reliability in strain and strain rate measurements.

51 citationstop 3%

humanimaging

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