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Diamant, Nathaniel
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1

BMI-adjusted adipose tissue volumes exhibit depot-specific ..:

Agrawal, Saaket ; Klarqvist, Marcus D. R. ; Diamant, Nathaniel...
Nature Communications.  14 (2023)  1 - p. , 2023
Link: https://doi.org/10.1038/..
 
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2

Deep learned representations of the resting 12-lead electro..:

Khurshid, Shaan ; Churchill, Timothy W ; Diamant, Nathaniel...
European Journal of Preventive Cardiology.  31 (2023)  2 - p. 252-262 , 2023
Link: https://doi.org/10.1093/..
 
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3

Identifying high risk clinical phenogroups of pulmonary hyp..:

Rambarat, Paula ; Zern, Emily K. ; Wang, Dongyu...
PLOS ONE.  18 (2023)  8 - p. e0290553 , 2023
Link: https://doi.org/10.1371/..
 
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4

ECG deep learning predicts exercise peak V̇O2, cardiovascul..:

Khurshid, Shaan ; Churchill, Timothy W. ; Diamant, Nathaniel...
Journal of Electrocardiology.  78 (2023)  - p. 31-32 , 2023
Link: https://doi.org/10.1016/..
 
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5

Silhouette images enable estimation of body fat distributio..:

Klarqvist, Marcus D. R. ; Agrawal, Saaket ; Diamant, Nathaniel...
npj Digital Medicine.  5 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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6

Patient contrastive learning: A performant, expressive, and..:

Diamant, Nathaniel ; Reinertsen, Erik ; Song, Steven...
PLOS Computational Biology.  18 (2022)  2 - p. e1009862 , 2022
Link: https://doi.org/10.1371/..
 
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7

Inherited basis of visceral, abdominal subcutaneous and glu..:

Agrawal, Saaket ; Wang, Minxian ; Klarqvist, Marcus D. R....
Nature Communications.  13 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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8

Deep learning on resting electrocardiogram to identify impa..:

Diamant, Nathaniel ; Di Achille, Paolo ; Weng, Lu-Chen...
Cardiovascular Digital Health Journal.  3 (2022)  4 - p. 161-170 , 2022
Link: https://doi.org/10.1016/..
 
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9

Cohort design and natural language processing to reduce bia..:

Khurshid, Shaan ; Reeder, Christopher ; Harrington, Lia X....
npj Digital Medicine.  5 (2022)  1 - p. , 2022
Link: https://doi.org/10.1038/..
 
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10

A Deep Learning Model for Inferring Elevated Pulmonary Capi..:

Schlesinger, Daphne E. ; Diamant, Nathaniel ; Raghu, Aniruddh...
JACC: Advances.  1 (2022)  1 - p. 100003 , 2022
Link: https://doi.org/10.1016/..
 
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11

Deep learning to estimate cardiac magnetic resonance–derive..:

Khurshid, Shaan ; Friedman, Samuel Freesun ; Pirruccello, James P....
Cardiovascular Digital Health Journal.  2 (2021)  2 - p. 109-117 , 2021
Link: https://doi.org/10.1016/..
 
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12

Physiology as a Lingua Franca for Clinical Machine Learning:

Sarma, Gopal P. ; Reinertsen, Erik ; Aguirre, Aaron...
Patterns.  1 (2020)  2 - p. 100017 , 2020
Link: https://doi.org/10.1016/..
 
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13

Improving Graph Generation by Restricting Graph Bandwidth:

Diamant, Nathaniel ; Tseng, Alex M ; Chuang, Kangway V..
http://arxiv.org/abs/2301.10857.  , 2023
Link: http://arxiv.org/abs/230..
 
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14

Conformalized Deep Splines for Optimal and Efficient Predic..:

Diamant, Nathaniel ; Hajiramezanali, Ehsan ; Biancalani, Tommaso.
http://arxiv.org/abs/2311.00774.  , 2023
Link: http://arxiv.org/abs/231..
 
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15

GraphGUIDE: interpretable and controllable conditional grap..:

Tseng, Alex M ; Diamant, Nathaniel ; Biancalani, Tommaso.
http://arxiv.org/abs/2302.03790.  , 2023
Link: http://arxiv.org/abs/230..
 
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