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Ke Xiao
Ke Xiao
Stanford University
Aortic valve
Training set
Artificial intelligence
Biobank
Machine learning
5
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63
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Cardiac imaging of aortic valve area from 26,142 UK Biobank participants reveal novel genetic associations and shared genetic comorbidity with multiple disease phenotypes
2020
medRxiv
Aldo Córdova-Palomera
Catherine Tcheandjieu
Jason A. Fries
Paroma Varma
Vincent L. Chen
Madalina Fiterau
Ke Xiao
Heliodoro Tejeda
Bernard Keavney
Heather J. Cordell
Yosuke Tanigawa
Guhan R. Venkataraman
Manuel A. Rivas
Christopher Ré
Euan A. Ashley
James R. Priest
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Citations (1)
Multi-Resolution Weak Supervision for Sequential Data
2019
NeurIPS | Neural Information Processing Systems
Paroma Varma
Frederic Sala
Shiori Sagawa
Jason A. Fries
Daniel Fu
Saelig Khattar
Ashwini Ramamoorthy
Ke Xiao
Kayvon Fatahalian
James R. Priest
Christopher Ré
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Citations (8)
Weakly supervised classification of rare aortic valve malformations using unlabeled cardiac MRI sequences
2018
bioRxiv
Jason A. Fries
Paroma Varma
Vincent L. Chen
Ke Xiao
Heliodoro Tejeda
Saha Priyanka
Jared Dunnmon
Henry Chubb
Shiraz A. Maskatia
Madalina Fiterau
Scot Delp
Euan A. Ashley
Christopher Ré
James R. Priest
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Citations (4)
1