Author

Shiraz Arif Maskatia

Stanford UniversityORCID 0000-0002-8806-1398Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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

Frequent Co-Authors

Christopher RéiD· 1 shared Euan Angus AshleyiD· 1 shared Heliodoro TejedaiD· 1 shared Henry ChubbiD· 1 shared James Rush PriestiD· 1 shared Jared DunnmoniD· 1 shared Jason FriesiD· 1 shared Ke XiaoiD· 1 shared

Activity by Year

2019-2019 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperBioinformatics

Christopher RéORCID

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1 paper

Recent·Most cited

BioinformaticsNature CommunicationsPeer-reviewedJul 15, 2019

Weakly supervised classification of aortic valve malformations using unlabeled cardiac MRI sequences

Jason Fries, Paroma Varma, Vincent S. Chen…·James Rush Priest

This paper develops a weakly supervised deep learning model to classify aortic valve malformations using unlabeled cardiac MRI sequences, showing improved performance over supervised models.

103 citationstop 5%

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