Sam Freesun Friedman

According to our database, Sam Freesun Friedman authored at least 8 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

A Representation Fusion Framework for Decoupling Diagnostic Information in Multimodal Learning.

Sana Tonekaboni, Sam Freesun Friedman, Xinyi Zhang, Mahnaz Maddah, Caroline Uhler

npj Digit. Medicine, 2025

Artificial intelligence-enabled analysis of handheld single-lead electrocardiograms to predict incident atrial fibrillation: an analysis of the VITAL-AF randomized trial.

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

npj Digit. Medicine, 2025

Unsupervised deep learning of electrocardiograms enables scalable human disease profiling.

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

npj Digit. Medicine, 2025

A deep learning digital biomarker to detect hypertension and stratify cardiovascular risk from the electrocardiogram.

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

npj Digit. Medicine, 2025

The Latentverse: An Open-Source Benchmarking Toolkit for Evaluating Latent Representations.

Yoanna Turura, Sam Freesun Friedman, Aurora Cremer, Mahnaz Maddah, Sana Tonekaboni

Proceedings of the Conference on Health, 2025

2024

Consider this a WARNing.

Sam Freesun Friedman, Shaan Khurshid

Patterns, 2024

2023

Latent Space Explorer: Visual Analytics for Multimodal Latent Space Exploration.

Bum Chul Kwon, Sam Freesun Friedman, Kai Xu, Steven A. Lubitz, Anthony Philippakis, Puneet Batra, Patrick T. Ellinor, Kenney Ng

CoRR, 2023

2022

Cohort design and natural language processing to reduce bias in electronic health records research.

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

npj Digit. Medicine, 2022