Sumientra Rampersad

12 papers Journal 8Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Meta-D: Metadata-Aware Architectures for Brain Tumor Analysis and Missing-Modality Segmentation.
CoRR
Sanghyuk Kim, Daniel Haehn, Sumientra Rampersad
2025 J jnl
A Hybrid ODE-NN Framework for Modeling Incomplete Physiological Systems.
IEEE Trans. Biomed. Eng.
Ahmet Demirkaya, Kyle Lockwood, Georgios Stratis, Tales Imbiriba, Iulian Ilies, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary C. Danziger, Deniz Erdogmus
2025 J jnl
MRI Plane Orientation Detection using a Context-Aware 2.5D Model.
CoRR
Sanghyuk Kim, Daniel Haehn, Sumientra Rampersad
2023 J jnl
UncertainSCI: A Python Package for Noninvasive Parametric Uncertainty Quantification of Simulation Pipelines.
J. Open Source Softw.
Jess D. Tate, Zexin Liu, Jake A. Bergquist, Sumientra Rampersad, Dan White, Chantel Charlebois, Lindsay C. Rupp, Dana H. Brooks, Rob S. MacLeod, Akil Narayan
2023 J jnl
UncertainSCI: Uncertainty quantification for computational models in biomedicine and bioengineering.
Comput. Biol. Medicine
Akil Narayan, Zexin Liu, Jake A. Bergquist, Chantel Charlebois, Sumientra Rampersad, Lindsay C. Rupp, Dana H. Brooks, Dan White, Jess D. Tate, Rob S. MacLeod
2021 — conf
Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.
EMBC
Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus
2021 J jnl
Cubature Kalman Filter Based Training of Hybrid Differential Equation Recurrent Neural Network Physiological Dynamic Models.
CoRR
Ahmet Demirkaya, Tales Imbiriba, Kyle Lockwood, Sumientra Rampersad, Elie Alhajjar, Giovanna Guidoboni, Zachary Danziger, Deniz Erdogmus
2020 J jnl
Mapping Motor Cortex Stimulation to Muscle Responses: A Deep Neural Network Modeling Approach.
CoRR
Md Navid Akbar, Mathew Yarossi, Marc Martinez-Gost, Marc A. Sommer, Moritz Dannhauer, Sumientra Rampersad, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus
2020 — conf
Mapping motor cortex stimulation to muscle responses: a deep neural network modeling approach.
PETRA
Md Navid Akbar, Mathew Yarossi, Marc Martinez-Gost, Marc A. Sommer, Moritz Dannhauer, Sumientra Rampersad, Dana H. Brooks, Eugene Tunik, Deniz Erdogmus
2020 — conf
Using UncertainSCI to Quantify Uncertainty in Cardiac Simulations.
CinC
Lindsay C. Rupp, Zexin Liu, Jake A. Bergquist, Sumientra Rampersad, Dan White, Jess D. Tate, Dana H. Brooks, Akil Narayan, Rob S. MacLeod
2019 J jnl
Prospects for transcranial temporal interference stimulation in humans: A computational study.
NeuroImage
Sumientra Rampersad, Biel Roig-Solvas, Mathew Yarossi, Praveen P. Kulkarni, Emiliano Santarnecchi, Alan D. Dorval, Dana H. Brooks
2011 — conf
On handling the layered structure of the skull in transcranial direct current stimulation models.
EMBC
Sumientra Rampersad, Dick F. Stegeman, Thom F. Oostendorp