Shaan Khurshid

11 papers Misc 3Journal 7Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
A deep learning digital biomarker to detect hypertension and stratify cardiovascular risk from the electrocardiogram.
npj Digit. Medicine
Mostafa A. Al-Alusi, Sam Freesun 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
2025 J jnl
Artificial intelligence-enabled analysis of handheld single-lead electrocardiograms to predict incident atrial fibrillation: an analysis of the VITAL-AF randomized trial.
npj Digit. Medicine
Shaan Khurshid, Sam Freesun Friedman, Mostafa A. Al-Alusi, Shinwan Kany, Thomas Sommers, Christopher D. Anderson, Jennifer E. Ho, David D. McManus, Leila H. Borowsky, Jeffrey M. Ashburner, Steven A. Lubitz, Steven J. Atlas, Mahnaz Maddah, Daniel E. Singer, Patrick T. Ellinor
2025 J jnl
Unsupervised deep learning of electrocardiograms enables scalable human disease profiling.
npj Digit. Medicine
Sam Freesun 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
2024 J jnl
Consider this a WARNing.
Patterns
Sam Freesun Friedman, Shaan Khurshid
2022 Misc conf
Assessing the Robustness and Internal Consistency of the Pooled Cohort Equations.
AMIA
Uri Kartoun, Shaan Khurshid, BC Kwon, Aniruddh P. Patel, Akl Fahed, Puneet Batra, Anthony A. Philippakis, Steven A. Lubitz, Amit V. Khera, Patrick T. Ellinor, Vibha Anand, Kenney Ng
2022 J jnl
Cohort design and natural language processing to reduce bias in electronic health records research.
npj Digit. Medicine
Shaan Khurshid, Christopher Reeder, Lia X. Harrington, Pulkit Singh, Gopal Sarma, Sam Freesun Friedman, Paolo Di Achille, Nathaniel Diamant, Jonathan W. Cunningham, Ashby C. Turner, Emily S. Lau, Julian S. Haimovich, Mostafa A. Al-Alusi, Xin Wang, Marcus D. R. Klarqvist, Jeffrey M. Ashburner, Christian Diedrich, Mercedeh Ghadessi, Johanna Mielke, Hanna M. Eilken, Alice McElhinney, Andrea Derix, Steven J. Atlas, Patrick T. Ellinor, Anthony A. Philippakis, Christopher D. Anderson, Jennifer E. Ho, Puneet Batra, Steven A. Lubitz
2022 — conf
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups.
IEEE VIS (Short Papers)
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Mikhail Yurochkin, Subha Maity, Deanna G. Brockman, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
2022 J jnl
RMExplorer: A Visual Analytics Approach to Explore the Performance and the Fairness of Disease Risk Models on Population Subgroups.
CoRR
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Mikhail Yurochkin, Subha Maity, Deanna G. Brockman, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
2022 J jnl
Wearable accelerometer-derived physical activity and incident disease.
npj Digit. Medicine
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
2021 Misc conf
How Robust is Your Risk Model? Assessing Subpopulation Performance Heterogeneity in Risk Models Based on Discrimination, Calibration, and Fairness Measures: An Atrial Fibrillation Use Case.
AMIA
Uri Kartoun, Shaan Khurshid, Bum Chul Kwon, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng
2021 Misc conf
Interactive Model Report Card for Visual Exploration of Performance Heterogeneity and Biases on Population Subgroups.
AMIA
Bum Chul Kwon, Uri Kartoun, Shaan Khurshid, Amit V. Khera, Patrick T. Ellinor, Steven A. Lubitz, Kenney Ng