Physiology as a Lingua Franca for Clinical Machine Learning Publication: Journal Article Sarma, Gopal, Erik Reinertsen, and ML4CVD Group. 2020. “Physiology As a Lingua Franca for Clinical Machine Learning”. Patterns 1 (2): 100017.
Clinical and Genetic Associations of Deep Learning-Derived Cardiac Magnetic Resonance-Based Left Ventricular Mass Publication: Miscellaneous 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.”
Deep Learning of Left Atrial Structure and Function Provides Link to Atrial Fibrillation Risk Publication: Miscellaneous 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.”
Deep Learning to Predict Cardiac Magnetic Resonance–Derived Left Ventricular Mass and Hypertrophy From 12-Lead ECGs Publication: Journal Article 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).
Abstract 11436: Trends in Consumer Wearable Devices in a Primary Care Cohort Publication: Journal Article 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.
Abstract 12922: Electrocardiogram-Based Deep Learning and Clinical Risk Factors to Predict Incident Atrial Fibrillation Publication: Journal Article 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.
Analysis of cardiac magnetic resonance imaging in 36,000 individuals yields genetic insights into dilated cardiomyopathy Publication: Journal Article Pirruccello, James P., Alexander Bick, Minxian Wang, Mark Chaffin, Samuel Friedman, Jie Yao, Xiuqing Guo, et al. 2020. “Analysis of Cardiac Magnetic Resonance Imaging in 36,000 Individuals Yields Genetic Insights into Dilated Cardiomyopathy”. Nature Communications 11 (1): 2254.
GluN2A NMDA Receptor Enhancement Improves Brain Oscillations, Synchrony, and Cognitive Functions in Dravet Syndrome and Alzheimer's Disease Models. Publication: Journal Article Hanson, Jesse E, Keran Ma, Justin Elstrott, Martin Weber, Sandrine Saillet, Abdullah S Khan, Jeffrey Simms, et al. 2020. “GluN2A NMDA Receptor Enhancement Improves Brain Oscillations, Synchrony, and Cognitive Functions in Dravet Syndrome and Alzheimer’s Disease Models.”. Cell Reports 30 (2): 381-396.e4.
Microglia in Brain Development, Homeostasis, and Neurodegeneration. Publication: Journal Article Bohlen, Christopher J, Brad A Friedman, Borislav Dejanovic, and Morgan Sheng. 2019. “Microglia in Brain Development, Homeostasis, and Neurodegeneration.”. Annual Review of Genetics 53: 263-88.
Progranulin deficiency causes impairment of autophagy and TDP-43 accumulation. Publication: Journal Article Chang, Michael C, Karpagam Srinivasan, Brad A Friedman, Eric Suto, Zora Modrusan, Wyne P Lee, Joshua S Kaminker, David Hansen V, and Morgan Sheng. 2017. “Progranulin Deficiency Causes Impairment of Autophagy and TDP-43 Accumulation.”. The Journal of Experimental Medicine 214 (9): 2611-28.