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2020 – today
- 2025
[j3]Mostafa A. Al-Alusi, Samuel F. Friedman, Shinwan Kany, Joel T. Rämö
, Daniel Pipilas, Pulkit Singh, Christopher Reeder, Shaan Khurshid, James P. Pirruccello, Mahnaz Maddah, Jennifer E. Ho, Patrick T. Ellinor:
A deep learning digital biomarker to detect hypertension and stratify cardiovascular risk from the electrocardiogram. npj Digit. Medicine 8(1) (2025)- [j2]Samuel F. Friedman, Shaan Khurshid, Rachael A. Venn, Xin Wang, Nathaniel Diamant, Paolo Di Achille, Lu-Chen Weng, Seung Hoan Choi, Christopher Reeder, James P. Pirruccello, Pulkit Singh, Emily S. Lau, Anthony A. Philippakis, Christopher D. Anderson, Mahnaz Maddah, Puneet Batra, Patrick T. Ellinor, Jennifer E. Ho, Steven A. Lubitz:
Unsupervised deep learning of electrocardiograms enables scalable human disease profiling. npj Digit. Medicine 8(1) (2025) - 2022
- [j1]Shaan Khurshid, Lu-Chen Weng, Victor Nauffal, James P. Pirruccello, Rachael A. Venn, Mostafa A. Al-Alusi, Emelia J. Benjamin, Patrick T. Ellinor, Steven A. Lubitz:
Wearable accelerometer-derived physical activity and incident disease. npj Digit. Medicine 5 (2022)
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