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Khurshid, Shaan, Samuel Friedman, Christopher Reeder, Paolo Di Achille, Nathaniel Diamant, Pulkit Singh, Lia X. Harrington, et al. 2022. “ECG-Based Deep Learning and Clinical Risk Factors to Predict Atrial Fibrillation”. Circulation 145 (2): 122-33.

Fahed, Akl C, Minxian Wang, Mark Chaffin, Alexander G Bick, Candace Patterson, Pradeep Natarajan, Matthew Lebo, et al. 2019. “Abstract 15044: Risk of Myocardial Infarction in Carriers of Familial Hypercholesterolemia Mutations Is Modified by Common Variant Genetic Background or Adherence to a Healthy Lifestyle”. Circulation 140 (Suppl\_1): A15044—A15044.

Agrawal, Saaket, Marcus D. R. Klarqvist, Nathaniel Diamant, Patrick T. Ellinor, Nehal N. Mehta, Anthony Philippakis, Kenney Ng, Puneet Batra, and Amit V. Khera. 2021. “Association of Machine Learning-Derived Measures of Body Fat Distribution in >40,000 Individuals With Cardiometabolic Diseases”. MedRxiv, 2021.05.07.21256854.

Cunningham, Jonathan W., Paolo Di Achille, Valerie N. Morrill, Lu-Chen Weng, Seung Hoan Choi, Shaan Khurshid, Victor Nauffal, et al. 2021. “Machine Learning to Understand Genetic and Clinical Factors Associated With the Pulse Waveform Dicrotic Notch.”

Sarma, Gopal, Erik Reinertsen, and ML4CVD Group. 2020. “Physiology As a Lingua Franca for Clinical Machine Learning”. Patterns 1 (2): 100017.

Khurshid, Shaan, Julieta Lazarte, James P. Pirruccello, Lu-Chen Weng, Seung Hoan Choi, Amelia W. Hall, Xin Wang, et al. 2022. “Clinical and Genetic Associations of Deep Learning-Derived Cardiac Magnetic Resonance-Based Left Ventricular Mass.”

Pirruccello, James P., Paolo Di Achille, Seung Hoan Choi, Shaan Khurshid, Mahan Nekoui, Sean J. Jurgens, Victor Nauffal, et al. 2021. “Deep Learning of Left Atrial Structure and Function Provides Link to Atrial Fibrillation Risk.”

Khurshid, Shaan, Samuel Friedman, James P. Pirruccello, Paolo Di Achille, Nathaniel Diamant, Christopher D. Anderson, Patrick T. Ellinor, et al. 2021. “Deep Learning to Predict Cardiac Magnetic Resonance–Derived Left Ventricular Mass and Hypertrophy From 12-Lead ECGs”. Circulation: Cardiovascular Imaging 14 (6).

Al-alusi, Mostafa A, Shaan Khurshid, Xin Wang, Christopher Reeder, Pulkit Singh, Rachael Venn, Daniel Pipilas, et al. 2021. “Abstract 11436: Trends in Consumer Wearable Devices in a Primary Care Cohort”. Circulation 144 (Suppl\_1): A11436—A11436.

Khurshid, Shaan, Samuel Friedman, Christopher Reeder, Paolo Di Achille, Nathaniel Diamant, Pulkit Singh, Lia Harrington, et al. 2021. “Abstract 12922: Electrocardiogram-Based Deep Learning and Clinical Risk Factors to Predict Incident Atrial Fibrillation”. Circulation 144 (Suppl\_1): A12922—A12922.