Nathaniel Diamant

12 papers A 1B 1Journal 10
YearRankTypeTitle / Venue / Authors
2025 B conf
Learning Multi-cellular Representations of Single-Cell Transcriptomics Data Enables Characterization of Patient-Level Disease States.
RECOMB
Tianyu Liu, Edward De Brouwer, Tony Kuo, Nathaniel Diamant, Alsu Missarova, Hanchen Wang, Minsheng Hao, Héctor Corrada Bravo, Gabriele Scalia, Aviv Regev, Graham Heimberg
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 A conf
Conformalized Deep Splines for Optimal and Efficient Prediction Sets.
AISTATS
Nathaniel Diamant, Ehsan Hajiramezanali, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion.
CoRR
Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
Conformalized Deep Splines for Optimal and Efficient Prediction Sets.
CoRR
Nathaniel Diamant, Ehsan Hajiramezanali, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion.
CoRR
Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
Improving Graph Generation by Restricting Graph Bandwidth.
CoRR
Nathaniel Diamant, Alex M. Tseng, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia
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 J jnl
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control.
CoRR
Max W. Shen, Ehsan Hajiramezanali, Gabriele Scalia, Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Andreas Loukas
2022 J jnl
Patient contrastive learning: A performant, expressive, and practical approach to electrocardiogram modeling.
PLoS Comput. Biol.
Nathaniel Diamant, Erik Reinertsen, Steven Song, Aaron D. Aguirre, Collin M. Stultz, Puneet Batra
2022 J jnl
Silhouette images enable estimation of body fat distribution and associated cardiometabolic risk.
npj Digit. Medicine
Marcus D. R. Klarqvist, Saaket Agrawal, Nathaniel Diamant, Patrick T. Ellinor, Anthony Philippakis, Kenney Ng, Puneet Batra, Amit V. Khera
2021 J jnl
Patient Contrastive Learning: a Performant, Expressive, and Practical Approach to ECG Modeling.
CoRR
Nathaniel Diamant, Erik Reinertsen, Steven Song, Aaron D. Aguirre, Collin M. Stultz, Puneet Batra