Suprateek Kundu

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Predictive Modeling

Brain Structures

Magnetic Resonance Imaging

Top Venues

BigDataSecurity/HPSC/IDS

Publications

Alec Reinhardt, Newsha Nikzad, Raven J. Hollis, Galia Jacobson, Millicent A. Roach, Mohamed Badawy, Peter Chul Park, Laura Beretta, Prasun K. Jalal, David T. Fuentes, Eugene J. Koay, Suprateek Kundu
Heterogeneous Image-based Classification Using Distributional Data Analysis. CoRR (2024)
McKell Woodland, Mais Al Taie, Jessica Albuquerque Marques Silva, Mohamed Eltaher, Frank Mohn, Alexander Shieh, Austin Castelo, Suprateek Kundu, Joshua P. Yung, Ankit B. Patel, Kristy K. Brock
Importance of Feature Extraction in the Calculation of Fréchet Distance for Medical Imaging. CoRR (2023)
Suprateek Kundu, Alec Reinhardt, Serena Song, M. Lawson Meadows, Bruce Crosson, Venkatagiri Krishnamurthy
Bayesian longitudinal tensor response regression for modeling neuroplasticity. CoRR (2023)
McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene J. Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock
Evaluating the Performance of StyleGAN2-ADA on Medical Images. SASHIMI@MICCAI (2022)
McKell Woodland, John Wood, Brian M. Anderson, Suprateek Kundu, Ethan Lin, Eugene J. Koay, Bruno Odisio, Caroline Chung, Hyunseon Christine Kang, Aradhana M. Venkatesan, Sireesha Yedururi, Brian De, Yuan-Mao Lin, Ankit B. Patel, Kristy K. Brock
Evaluating the Performance of StyleGAN2-ADA on Medical Images. CoRR (2022)
Xin Ma, Suprateek Kundu, Jennifer S. Stevens
Semi-parametric Bayes regression with network-valued covariates. Mach. Learn. 111 (10) (2022)
Yang Li, Xin Ma, Raj Sunderraman, Shihao Ji, Suprateek Kundu
Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence. CoRR (2022)
Yuexuan Wu, Suprateek Kundu, Jennifer S. Stevens, Negar Fani, Anuj Srivastava
Elastic Shape Analysis of Brain Structures for Predictive Modeling of PTSD. CoRR (2021)
Suprateek Kundu, Jin Ming, Jennifer S. Stevens
Developing Multimodal Dynamic Functional Connectivity as a Neuroimaging Biomarker. Brain Connect. 11 (7) (2021)
Suprateek Kundu, Jin Ming, Joe Nocera, Keith M. McGregor
Integrative learning for population of dynamic networks with covariates. NeuroImage 236 (2021)
Suprateek Kundu, Shan Suthaharan
Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications. BigDataSecurity/HPSC/IDS (2019)
Suprateek Kundu, Jin Ming, Jordan E. Pierce, Jennifer E. McDowell, Ying Guo
Estimating dynamic brain functional networks using multi-subject fMRI data. NeuroImage 183 (2018)
Ixavier A. Higgins, Suprateek Kundu, Ying Guo
Integrative Bayesian analysis of brain functional networks incorporating anatomical knowledge. NeuroImage 181 (2018)