Sumanth Swaminathan

According to our database, Sumanth Swaminathan authored at least 5 papers between 2005 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Privacy-Preserving Generative Modeling and Clinical Validation of Longitudinal Health Records for Chronic Disease.

Benjamin D. Ballyk, Ankit Gupta, Sujay Konda, Kavitha Subramanian, Christopher Landon, Ahmed Ammar Naseer, Georg Maierhofer, Sumanth Swaminathan, Vasudevan Venkateshwaran

CoRR, December, 2025

2024

Integrated Machine Learning and Survival Analysis Modeling for Enhanced Chronic Kidney Disease Risk Stratification.

Zachary Dana, Ahmed Ammar Naseer, Botros Toro, Sumanth Swaminathan

CoRR, 2024

2023

ScoEHR: Generating Synthetic Electronic Health Records using Continuous-time Diffusion Models.

Ahmed Ammar Naseer, Benjamin Walker, Christopher Landon, Andrew Ambrosy, Marat Fudim, Nicholas Wysham, Botros Toro, Sumanth Swaminathan, Terry J. Lyons

Proceedings of the Machine Learning for Healthcare Conference, 2023

2019

The Signature-Based Model for Early Detection of Sepsis From Electronic Health Records in the Intensive Care Unit.

James Morrill, Andrey Kormilitzin, Alejo J. Nevado-Holgado, Sumanth Swaminathan, Sam Howison, Terry J. Lyons

Proceedings of the 46th Computing in Cardiology, 2019

2005

The effect of receptor site nonuniformity on the measurement of rate constants.

David A. Edwards, Sumanth Swaminathan

Appl. Math. Lett., 2005