Suprateek Kundu, PhD
Department of Biostatistics, Division of Discovery Science
Present Title & Affiliation
Primary Appointment
Adjunct Associate Professor, Department of Statistics, Division of Discovery Science, Rice University, Houston, TX
Associate Professor, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
Dual/Joint/Adjunct Appointment
Adjunct Associate Professor, Department of Statistics, Rice University, Houston, TX
Associate Professor, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
Education & Training
Degree-Granting Education
| 2012 | University of North Carolina at Chapel Hill, Chapel Hill, North Carolina, US, Biostatistics, Ph.D |
| 2008 | Indian Statistical Institute, Kolkata, IN, Statistics, M.S |
| 2006 | Presidency College, Kolkata, IN, Statistics & Math, BS |
Postgraduate Training
| 2012-2014 | Postdoctoral Research Associate, Texas A&M University, College Station, Texas |
| 2008-2012 | Research Assistant, Transitional and Clinical Sciences Institute- UNC Chapel Hill, Chapel Hill, North Carolina |
Experience & Service
Administrative Appointments/Responsibilities
Co-Director, Quantitative Sciences (QS) Concentration of Graduate School of Biomedical Sciences (GSBS), The University of Texas MD Anderson Cancer Center, Houston, Texas, 2025 - Present
Co-Principal Organizer for The ASA Statistical Methods in Imaging Conference of The American Statistical Association, Rice University, Houston, Texas, 2025
Other Professional Positions
Core Faculty, Cancer Neuroimaging Research Program, The University of Texas MD Anderson Cancer Center, Houston, Texas, 2026 - Present
Program Chair-Elect 2026 for Statistics in Imaging Section, American Statistical Association, American Statistical Association, Alexandria, Virginia, 2025 - 2026
Treasurer, Statistical Methods in Imaging Section of The American Statistical Association, American Statistical Association, Alexandria, Virginia, 2024 - 2025
Core Faculty member at The Center for Biomedical Imaging Statistics, Emory University, Atlanta, Georgia, 2015 - 2021
Intramural Institutional Committee Activities
Member, Biostatistics Faculty Search Committee, The University of Texas MD Anderson Cancer Center, 2025 - Present
Member, Mid-career Faculty Committee, The University of Texas MD Anderson Cancer Center, 2025 - Present
Member, Steering Committee for the Quantitative Sciences program, GSBS, The University of Texas MD Anderson Cancer Center, 2024 - Present
Extramural Institutional Committee Activities
Organizer, Scientific Organizing Committee, Meeting of International Indian Statistical Association, International Indian Statistical Association, 2026
Lead Organizer, Organizer of Student Paper Competition, Statistical Methods in Imaging, Joint Statistical Meetings, American Statistical Association, 2026
Reviewer, Committee for Student Paper Awards for Statistical Methods in Imaging Student Paper Competition of The American Statistical Association, Indiana University, 2024
Ex-Officio member and Reviewer, Institutional Animal Care and Use Committee (IACUC), The University of Texas MD Anderson Cancer Center, 2023 - Present
Advisor, Advisory Committee for Statistical Methods in Imaging Conference by American Statistical Association, University of Minnesota, 2023
Lead Organizer, Student Paper Award Competition for Statistical Methods in Imaging Conference by American Statistical Association, Vanderbilt University, 2022
Advisor, External Organizing Committee for Statistical Methods in Imaging Conference of The American Statistical Association, Vanderbilt University, 2022
Lead Organizer, Student Poster Competition for Statistical Methods in Imaging Conference of The American Statistical Association, Emory University, 2021
Co-Organizer, Local Organizing Committee for Statistical Methods in Imaging Conference of The American Statistical Association, Emory University, 2021
Reviewer, Committee for Student Paper Awards for Statistics in Imaging Section, Joint Statistical Meetings, American Statistical Association, 2021
Co-Organizer, Scientific Organizing Committee and Committee for Student paper competition for Meeting of International Indian Statistical Association, International Indian Statistical Association, 2019
Reviewer, Committee for Student Paper Awards for the Mental Health Section, Joint Statistical Meetings, American Statistical Association, 2019
Reviewer, Committee for Student Paper Awards for Statistics in Imaging Section, Joint Statistical Meetings, American Statistical Association, 2019
Lead Organizer, Student Poster Competition, Georgia Statistics Day, Emory University, 2017
Reviewer, Committee for Student Paper Awards for Section on Bayesian Statistical Sciences (SBSS), Joint Statistical Meetings, American Statistical Association, 2016
Editorial Activities
Associate Editor, Statistics and Data Science in Imaging, 2025 - Present
Associate Editor, Biometrics, 2019 - 2025
Honors & Awards
| 2025 - 2026 | UTHealth Robert H. Bigelow Endowed Scholarship, Graduate Advisee Award (Won by Ms. Zihan Yang), The University of Texas Health Science Center at Houston |
| 2025 - 2026 | Program award in Oncological Data and Computational Sciences, The Joint Center for Computational Oncology, UT Austin |
| 2023 - Present | Elected Member of The International Statistical Institute, International Statistical Institute |
| 2022 | ASA Statistical Methods in Imaging Conference Student Paper Award, Graduate Advisee Award (Won by Ms. Xin Ma), American Statistical Association |
| 2020 | Eastern North American Region’s (ENAR) Distinguished Student Paper Awards, Graduate Advisee Award (Won by Ms. Xin Ma), International Biometric Society |
| 2019 | Young Statistical Scientist Award, Applications Category, International Indian Statistical Association |
| 2018 | Research fellowship to study data privacy in fMRI data (co-PI), Institute for Quantitative Methods and Theory at Emory University |
| 2017 | Best Teacher Award, Emory University, Department of Biostatistics |
| 2017 | ASA Statistical Methods in Imaging Conference Student Paper Award, Graduate Advisee Award (Won by Mr. Ixavier Higgins), American Statistical Association |
| 2017 | Fund for Innovative Teaching, Center for Faculty Development & Excellence, Emory University |
| 2017 | Young Investigator Travel Award, 11th Conference on Bayesian Nonparametrics |
| 2012 | ENAR Distinguished Student Paper Award, Biometrics Section, International Biometric Society, Eastern North American Region (ENAR) Conference |
| 2011 | Winning team member of Stat Bowl team champion, American Statistical Association at Joint Statistical Meetings |
| 2011 | Distinguished Student Paper Award, Section on Bayesian Statistical Science (SBSS), American Statistical Association, Joint Statistical Meetings |
| 2011 | Winning team member of "Promoting the Practice and Profession of Statistics" Video Competition Hosted by ASA, American Statistical Association |
| 2011 | Stat Bowl champion, American Statistical Association at Joint Statistical Meetings |
| 2010 | Satia Scholarship for Innovative Public Health Work in Underdeveloped Areas, School of Public Health, UNC |
| 2010 | Biostatistics International Travel Fund, Department of Biostatistics, UNC Chapel Hill |
| 2008 - 2012 | Reynolds Fellowship for “highest academic potential and the most impressive record of achievement in undergraduate education and work and life experiences", Graduate School, UNC Chapel Hill |
| 2008 | Hardison Scholarship to “outstanding applicant in the Department of Biostatistics to encourage studies in health informatics in the department”, Department of Biostatistics, UNC Chapel Hill |
Professional Memberships
Selected Presentations & Talks
Local Presentations
- 2023. Bayesian Longitudinal Tensor Models for High-dimensional Imaging Genetics Analysis. Invited. UT Health School of Public Health. Houston, Texas, US.
- 2023. Statistical Methods to Address Noise and Heterogeneity in Medical Imaging Analysis. Invited. Department of Imaging Physics, UT MD Anderson. Houston, Texas, US.
- 2022. Statistical Methods for Medical Imaging Datasets. Invited. The Department of Neuro-Oncology, UT MD Anderson. Houston, Texas, US.
- 2022. Statistical Methods for Medical Imaging Analysis. Invited. The Data Science Forum - UT MD Anderson Cancer Center. Houston, Texas, US.
Regional Presentations
- 2021. "CSF CXCL-10 is associated with the presence of low-level CNS HIV during suppressive ART". Conference. Abstract Accepted to Conference on Retroviruses and Opportunistic Infections. Chicago, IL, US.
- 2019. Statistical methods for reliable and reproducible brain network analysis. Conference. Joint Statistical Meetings. Denver, CO, US.
- 2019. Illuminating privacy weaknesses in predictive models of fMRI data using compressed sensing and compressed learning. Conference. Poster presented at Stanford Compression Workshop, US.
- 2019. "Bayesian Joint Modeling of Multiple Brain Functional Networks". Conference. Joint Statistical Meetings, US.
- 2019. "Latent scale prediction model for network valued covariates". Conference. Poster at ENAR, US.
- 2019. "Statistical Methods for Brain Network Estimation". Conference. Emory University. Atlanta, GA, US.
- 2019. "Bayesian Network Manifold Regression". Conference. EPICORE, US.
- 2018. "Statistical methods for exploring brain networks using multimodality neuroimaging". Conference. Joint Statistical Meetings, CA.
- 2018. "Bayesian Biclustering Analysis via Adaptive Structured Shrinkage". Conference. ENAR 2018 Spring meeting. Atlanta, GA, US.
- 2018. "Bayesian Joint Modeling of Multiple Brain Networks". Conference. Poster at Georgia Statistics Day, GA, US.
- 2018. "Bayesian Biclustering Analysis via Adaptive Structured Shrinkage". Conference. The 6th workshop on Biostatistics and Bioinformatics. Atlanta, GA, US.
- 2018. "Bayesian Joint Modeling of Multiple Brain Networks". Conference. Eastern North American Region Meeting, US.
- 2018. "Comparison of Functional Brain Networks via Correlation Preserving Random Networks ". Conference. Joint Statistical Meetings, CA.
- 2018. "Latent scale prediction model for network valued covariates. Conference. Poster at Georgia Statistics Day, US.
- 2017. "Emergency Department Imaging Super-users: Utilization Characteristics of the Most Resource Intense Patients". Conference. Scientific Presentation: Radiological Society of North America. Chicago, IL, US.
- 2017. "NI-RADS Performance on First Post-Treatment FDG-PET/Contrast-Enhanced CT in Head and Neck Squamous Cell Carcinoma to Detect Residual Disease: ROC Analysis of Surgical and Non-Surgical Treatment Groups". Conference. RSNA. Chicago, IL, US.
- 2017. "Characterizing the Most Frequent Users of Emergency Department Imaging". Conference. American Society of Emergency Radiology, CA.
- 2017. "Anatomically Informed Estimation of Functional Brain Networks". Conference. Joint Statistical Meeting. Baltimore, MD, US.
- 2016. "Scalable Bayesian Variable Selection for Structured High-Dimensional Data". Conference. International Society for Bayesian Analysis World Meeting, IT.
- 2016. "Bayesian Variable Selection Incorporating Biological Pathway Information Using Dependent Shrinkage Priors". Conference. Eastern North American Region Spring Meeting. Austin, TX, US.
- 2015. "Bayesian Variable Selection with Dependent Priors for Regularization Parameters". Conference. Joint Statistical Meeting. Seattle, WA, US.
National Presentations
- 2026. "Bayesian Tensor-on-Tensor Varying Coefficient Regression for Forecasting Alzheimer's Disease Progression". Invited. Statistical Methods in Imaging Conference. Ann Arbor, Michigan, US.
- 2025. "Flexible Bayesian Nonparametric Product Mixtures for Multi-scale Functional Clustering". Invited. Joint Statistical Meetings. Nashville, Tennessee, US.
- 2025. "Flexible Bayesian Nonparametric Product Mixtures For Multi-scale Functional Clustering". Invited. Bayesian Non-Parametrics 14 Conference. Los Angeles, California, US.
- 2024. "Bayesian Tensor Models for NeuroImage Data Harmonization". Invited. Department of Biostatistics Seminar. Bloomington, Indiana, US.
- 2024. "Bayesian Tensor Models for NeuroImage Data Harmonization". Invited. Department of Biostatistics Seminar. Bloomington, Indiana, US.
- 2024. "Recent Advances in Statistical models for Biomedical Data Fusion". Invited. Western North American Region.
- 2024. "Non-parametric Bayesian Multi-scale Clustering for Vector Autoregressions". Invited. The 37th New England Symposium. Storrs, Connecticut, US.
- 2023. "Bayesian Longitudinal Tensor Models for High-dimensional Imaging Genetics Analysis". Invited. American Statistical Association, Statistics in Imaging Virtual Meeting. Alexandria, Virginia, US.
- 2023. "Bayesian Tensor Approaches for Integrative Imaging Analysis". Invited. Statistical Methods in Imaging Conference, American Statistical Association. Minneapolis, Minnesota, US.
- 2022. "Classification Using High-Dimensional Noisy Images". Invited. Biostatistics Department Seminar. Nashville, Tennessee, US.
- 2022. "Bayesian Methods for Complex High-Dimensional Imaging Data". Invited. Eastern North American Region. Reston, Virginia, US.
- 2021. "Non-parametric Bayesian Vector Autoregressive Models for Multi-subject Data". Conference. Rice University. Houston, TX, US.
- 2021. "Statistical Methods for Integrative Analysis of Multiple Neuroimaging Datasets". Invited. The Data Science Forum at The University of Texas at MD Anderson. Houston, TX, US.
- 2021. "Non-parametric Bayesian Vector Autoregressive Models for Multi-subject Data". Invited. The University of Florida. Tallahassee, FL, US.
- 2021. "Statistical Methods for Integrative Analysis of Multiple Neuroimaging Datasets". Invited. The University of California. Los Angeles, US.
- 2021. "Prediction based on High-dimensional Networks". Invited. Joint Statistical Meetings, US.
- 2020. "Reliability in Big Data Integration". Invited. Quality and Productivity Research Conference by The American Statistical Association. Tallahassee, FL, US.
- 2019. "Estimating Dynamic Brain Networks Using Changepoint Analysis". Conference. iBRIGHT conference. Houston, TX, US.
- 2019. "The activities of the Data Analytics and Biostatistics Core program". Invited. Callaway Resort & Gardens in Pine Mountain. Pine Mountain, GA, US.
- 2019. "Integrative statistical methods for brain network analysis". Invited. Department of Statistics, Texas A&M University. College Station, TX, US.
- 2019. "Integrative statistical methods for brain network analysis". Invited. Department of Biostatistics, UNC Chapel Hill. Chapel Hill, NC, US.
- 2019. Deep Learning Workshop. Invited. SAMSI. Raleigh, NC, US.
- 2019. "Semi-parametric Bayesian approach for Regression with Network-valued Covariates". Invited. UCI, CA, US.
- 2019. "Privacy-preserving Factor Analysis Models for High-dimensional Neuroimaging Data". Invited. IEEE Big Data and Cybersecurity Conference. DC, WA, US.
- 2019. "Bayesian Matrix Normal Graphical Models for Brain Networks". Invited. Department of Biostatistics, Virginia Central University. Richmond, VA, US.
- 2019. "Bayesian Matrix Normal Graphical Models for Brain Networks". Invited. Department of Biostatistics, U of Pennsylvania. Philadelphia, PA, US.
- 2018. "Scalable Bayes Variable Selection for Structured High Dimen- sional Data",. Conference. IISA, US.
- 2018. "Integrative Analysis of Brain Networks Incorporating Anatomical Knowledge". Invited. Joint Statistical Meetings, US.
- 2018. "Scalable Bayes Variable Selection for Structured High Dimensional Data". Invited. ICSA Conference, US.
- 2017. "Scalable Bayes Variable Selection for Structured High Dimensional Data". Invited. Joint Statistical Meetings, US.
- 2016. "Estimating Dynamic Brain Functional Networks Using Multi-subject fMRI Data". Invited. ICSA Conference at Georgia State University. Atlanta, GA, US.
- 2016. "Estimating Dynamic Brain Functional Networks Using Multi-subject fMRI Data". Invited. Department of Biomedical Engineering, Emory University. Atlanta, GA, US.
- 2016. "Scalable Bayesian Variable Selection for Structured Data". Conference. Joint Statistical Meetings. Chicago, IL, US.
- 2015. "Bayesian Variable Selection with Structure Learning: Applications to Integrative Genomics". Conference. Joint Statistical Meetings. Seattle, WA, US.
- 2014. "Flexible Bayesian Approaches for Regression and Variable Selection". Invited. Department of Biostatistics University of Florida, FL, US.
- 2014. "Bayesian Regularized Approaches for High-Dimensional Graphical Models". Invited. Department of Statistics University of California. Santa Cruz, CA, US.
- 2013. "Bayes Regularized Graphical Model Estimation in High Dimensions". Invited. Department of Biostatistics MD Anderson. Houston, TX, US.
- 2013. "Bayes Variable Selection in Semi-parametric Linear Models". Conference. Eastern North American Region Conference. Orlando, FL, US.
- 2013. LDHD workshop. Invited. SAMSI. Raleigh, NC, US.
- 2011. "Latent Factor Models for Density Estimation". Conference. Eastern North American Region Conference. Miami, FL, US.
- 2011. "Bayes Variable Selection in Semi-parametric Linear Models". Invited. Joint Statistical Meetings. Miami, FL, US.
- 2011. Workshop on Sensing and Analysis of High-Dimensional Data. Invited. Duke University. Durham, NC, US.
- 2010. "Number Needed to Treat for Time to Event Data with Competing Risks". Conference. Eastern North American Region Conference. New Orleans, LA, US.
International Presentations
- 2024. "Flexible Bayesian Product Mixture Models for Vector Autoregressions". Invited. The Fifth International Workshop on Statistical Analyses of Multi-Outcome Data (SAM). Salzburg, AT.
- 2022. "Statistical Methods in Genetic/Genomic Studies". Invited. The National University of Singapore, SG.
- 2021. "Prediction based on High-dimensional Networks". Invited. International Indian Statistical Association conference, US.
- 2019. "Privacy- preserving Factor Analysis Models for High-dimensional Neuroimaging Data". Invited. School of Business, Indian Institute of Technology, IN.
- 2016. Poster Presentation at the Organization of Human Brain Mapping (OHBM). Conference. Poster Presentation at the Organization of Human Brain Mapping (OHBM), CH.
- 2010. "Latent Factor Models for Density Estimation". Conference. 3rd International Conference of the ERCIM working group on Computing & Statistics, GB.
Formal Peers
- 2025. Digital Twin Summit. Houston, Texas, US.
- 2024. Invited Workshop on Imaging Data Analysis in Clinical Trials. Houston, Texas, US.
Grant & Contract Support
| Date: | 2026 - 2029 |
| Title: | Combined Pan and Precision Targeting in Extrachromosomal DNA–Positive Gastric Cancer |
| Funding Source: | U.S. Department of Defense |
| Role: | Co-I |
| Date: | 2025 - 2027 |
| Title: | Mechanisms and Vulnerabilities of SWI/SNF chromatin remodeling complex mutant lung cancer |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | Co-I |
| ID: | 5R37CA251629-06 |
| Date: | 2024 - 2026 |
| Title: | Examining the Role of Nono Pathway on the Innate Immunity Against Oncolytic Adenoviruses |
| Funding Source: | NATIONAL INSTITUTES OF HEALTH |
| Role: | Co-I |
| ID: | 5R21CA283514-02 |
| Date: | 2024 - 2029 |
| Title: | Circulating Biomarkers and Imaging for Early Detection of Pancreatic Cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | U01CA214263 |
| Date: | 2021 - 2027 |
| Title: | Statistical Modeling of Alzheimer's Disease Progression Integrating Brain Imaging and -Omics Data |
| Funding Source: | NIH/NIA |
| Role: | PI |
| ID: | 5R01AG071174-04 |
| Date: | 2019 - 2026 |
| Title: | Cancer Center Support Grant (CORE) - Biostatistics Resource Group (BRG) |
| Funding Source: | NIH/NCI |
| Role: | Statistician |
| ID: | 5P30CA016672-47 |
Selected Publications
Peer-Reviewed Articles
- Pirhoushiaran, M, Walker-Charles, K, Yao, TH, Putluri, S, Patel, N, Wang, DH, Wang, I, Arjuna, S, Dono, A, Bueno, A, Nguyen, S, Balar, AP, Huse, J, Kundu, S, Esquenazi, Y, Patel, C, Prabhu, SS, Lang Jr, FF, Ballester, L. Exploring CSF microRNA signatures as diagnostic biomarkers in adult-type diffuse gliomas. Non-coding RNA Research 18:22-38, 2026. e-Pub 2026. PMID: 41624475.
- Yao TH, Treekitkarnmongkol W, Putluri N, Sankaran D, Nguyen T, Balasenthil S, Hurd MW, Chen M, Brand RE, Lampe PD, Kamal AHM, Putluri V, Hu TY, Maitra A, Koay EJ, Killary AM, Sen S, Kundu S. Machine learning-based multimodal biomarkers enable accurate diagnosis and early detection of pancreatic ductal adenocarcinoma. Sci Rep 16(1):658, 2026. e-Pub 2026. PMID: 41495079.
- Chen, J, Yang, Z, Yang, Z, Meas, S, Almosa, A, Koupaei, N, Kundu, S, Lucci, A, Zaveri, S. Primary tumor surgery in patients with de novo stage IV breast cancer. American Journal of Surgery 251, 2026. e-Pub 2026. PMID: 41197203.
- Walker CM, Maldonado MG, Jacobsen MC, Kundu S, Underwood ML, Yung JP, Reed BJ, Jaffray D, Stafford RJ, Hicks ME, Chung C, Venkatesan AM. Initial experience with remote MRI scanning support in an oncology focused practice: Opportunities for expanded access to radiology care. J Appl Clin Med Phys 27(1):e70461, 2026. e-Pub 2026. PMID: 41502072.
- Ming J, Kundu S. Flexible Bayesian Support Vector Machines for Brain Network-based Classification. Frontiers in Neuroscience. e-Pub 2026.
- Zhang Q, Li W, Kundu S, Long Q. Knowledge-guided Bayesian biclustering model for omics data with noisy graphs. Biometrics. e-Pub 2026.
- Chakraborty, N, Long, Q, Kundu, S. Bayesian scalar-on-image regression with spatial interactions for modeling Alzheimer's disease. Biometrics 81(4), 2025. e-Pub 2025. PMID: 41230990.
- Dey, AK, Kundu, S. Complex Network and Topological Data Analysis Methods for County Level COVID-19 Vaccine Acceptance Analysis in the United States. Statistics in Medicine 44(18-19), 2025. e-Pub 2025. PMID: 40844841.
- Lin, T, Mori, L, Batra, A, Chakraborty, N, Kundu S. Utilization of Breathwork Meditation in Improving Wellness in Trainees of Speech-Language Pathology: A Prospective Cohort Study. Perspectives 10(4):1190-1200, 2025. e-Pub 2025.
- MacDonald, L, Choi, H, Kang, H, De Leon, A, Kundu S, Qiao, W, Li, Z, Inguillo, I, Maharjan, A, Gregg, J, Ward, J. MRI-US Volume Discrepancy as a Predictor of Targeted Biopsy Performance. JU Open Plus 3(8):97, 2025. e-Pub 2025.
- Amer, A, Ansari, S, Krayyem, A, Kundu, S, Khose, S, Pokhylevych, H, Calle, S, Patel, C, Yang, Z, Liu, HL, Johnson, JM. Dynamic Contrast-enhanced MRI Processing Comparison for Distinguishing True Progression From Pseudoprogression in High-grade Glioma. Journal of computer assisted tomography 49(4):656-661, 2025. e-Pub 2025. PMID: 39876523.
- Lange, S, Reinhardt, A, Igel, D, Labbate, CV, Adibi, M, Kundu, S, Matin, S. The Upper TRACT Endometry Score. Journal of Urology 213(4):467-474, 2025. e-Pub 2025. PMID: 39666938.
- Lam, K, Ozkizilkaya, HI, Milton, D, Dono, A, Liu, Y, Kundu, S, Kumar, VA, Johnson, JM, Esquenazi, Y, Patel, C, Ballester, L. Molecular alterations in IDH-mutant astrocytoma. Neuro-Oncology Advances 7(1), 2025. e-Pub 2025. PMID: 40575414.
- Kiani, S, Eggebeen, J, Al-Gibbawi, M, Smith, P, Preiser, T, Kundu, S, Zheng, Z, Bhatia, NK, Shah, A, Westerman, SB, De Lurgio, DB, Tompkins, C, Patel, AM, El-Chami, MF, Merchant, FM, Lloyd, M. Costs, efficiency, and patient-reported outcomes associated with suture-mediated percutaneous closure for atrial fibrillation ablation. Journal of Cardiovascular Electrophysiology 35(12):2372-2381, 2024. e-Pub 2024. PMID: 39377569.
- Woodland M, Castelo A, Al Taie M, Albuquerque Marques Silva J, Eltaher M, Mohn F, Shieh A, Kundu S, Yung JP, Patel AB, Brock KK. Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend. Med Image Comput Comput Assist Interv 15012:87-97, 2024. e-Pub 2024. PMID: 40444256.
- Biermann M, Obineme C, Godiers M, Kundu S, Jain AS. The functional lumen imaging probe contractile response pattern is the best predictor of botulinum toxin response in esophagogastric junction outflow obstruction. Neurogastroenterol Motil 36(9):e14859, 2024. e-Pub 2024. PMID: 38988105.
- Lyu R, Vannucci M, Kundu S. Bayesian Tensor Modeling for Image-based Classification of Alzheimer's Disease. Neuroinformatics 22(4):437-455, 2024. e-Pub 2024. PMID: 38844621.
- Wahid KA, Sahin O, Kundu S, Lin D, Alanis A, Tehami S, Kamel S, Duke S, Sherer MV, Rasmussen M, Korreman S, Fuentes D, Cislo M, Nelms BE, Christodouleas JP, Murphy JD, Mohamed ASR, He R, Naser MA, Gillespie EF, Fuller CD. Associations Between Radiation Oncologist Demographic Factors and Segmentation Similarity Benchmarks: Insights From a Crowd-Sourced Challenge Using Bayesian Estimation. JCO Clin Cancer Inform 8:e2300174, 2024. e-Pub 2024. PMID: 38870441.
- Wilson M, Needham T, Park C, Kundu S, Srivastava A. A Wasserstein-Type Distance for Gaussian Mixtures on Vector Bundles with Applications to Shape Analysis. SIAM Journal on Imaging Sciences 17(3), 2024. e-Pub 2024. PMID: 40746640.
- Kundu S, Lukemire J. Flexible Bayesian Product Mixture Models for Vector Autoregressions. J Mach Learn Res 25, 2024. e-Pub 2024. PMID: 39679282.
- Dal Lago EA, Sousa LG, Yang Z, Hoff CO, Bonini F, Sawyer M, Wang K, Lewis W, Wahid KA, Hanna EY, El-Naggar A, Fuller CD, Kundu S, Godoy M, Ferrarotto R. Prognostic value of tumor volume doubling time in lung-metastatic adenoid cystic carcinoma. Oral Oncol 151:106759, 2024. e-Pub 2024. PMID: 38507991.
- Nieto, Y, Yang, Z, Valdez, B, Kundu, S, Bashir, Q, Ramdial, JL, Srour, S, Qazilbash, MH. Safety and efficacy of a new high-dose regimen of panobinostat, gemcitabine, busulfan, and melphalan for 1st or 2nd salvage ASCT for refractory/relapsed or high-risk myeloma. American journal of hematology 99(2):245-253, 2024. e-Pub 2024. PMID: 38100199.
- Li W, Chang C, Kundu S, Long Q. Accounting for network noise in graph-guided Bayesian modeling of structured high-dimensional data. Biometrics 80(1), 2024. e-Pub 2024. PMID: 38483282.
- Ma, X, Kundu, S. Multi-Task Learning with High-Dimensional Noisy Images. Journal of the American Statistical Association 119(545):650-663, 2024. e-Pub 2024. PMID: 38660581.
- Gottiparthy, A, Lam, K, Kundu, S, Yang, Z, Tremont, I, Tummala, S. Neurofilament light chain in serum of cancer patients with acute neurological complications. CNS oncology 13(1), 2024. e-Pub 2024. PMID: 39136375.
- Biermann, M, Hersh, M, Kline, M, Fowler, H, Calderon, LF, Godiers, M, Kundu, S, Jain, AS. Functional lumen imaging probe topography identifies patients with normal acid exposure and esophageal hypervigilance amongst proton-pump inhibitor non-responders. Surgical endoscopy 38(1):291-299, 2024. e-Pub 2024. PMID: 37991572.
- Kundu, S, Reinhardt, A, Song, S, Han, J, Meadows, ML, Crosson, B, Krishnamurthy, V. Bayesian longitudinal tensor response regression for modeling neuroplasticity. Human Brain Mapping 44(18):6326-6348, 2023. e-Pub 2023. PMID: 37909393.
- Lauck, KC, Ahmad, AS, Nguyen, QB, Yang, Z, Kundu, S, Huen, A. Management strategies and survival in cutaneous B-cell lymphoma. JAAD International 13:28-29, 2023. e-Pub 2023. PMID: 37592974.
- Barcena AJ, Dhai K, Patel P, Ravi P, Kundu S, Tappa K. Current Biomedical Applications of 3D-printed Hydrogels. Gels 10(8), 2023.
- Alkhaldi, H, Reinhardt, A, Barnett, M, Kundu, S, Hosing, C, Ramdial, JL, Saini, N, Srour, S, Alousi, AM, Kebriaei, P, Popat, U, Qazilbash, MH, Champlin, RE, Shpall, E, Gulbis, A, Shigle, TL, Dabaja, BS, Pinnix, CC, Ahmed, S, Steiner, RE, Andersson, BS, Nieto, Y. High-Dose Chemotherapy and Autologous Stem Cell Transplantation for Relapsed or Refractory Primary Mediastinal Large B-Cell Lymphoma. Transplantation and Cellular Therapy 29(11):690-694, 2023. e-Pub 2023. PMID: 37607645.
- Wahid KA, Sahin O, Kundu S, Lin D, Alanis A, Tehami S, Kamel S, Duke S, Sherer MV, Rasmussen M, Korreman S, Fuentes D, Cislo M, Nelms BE, Christodouleas JP, Murphy JD, Mohamed ASR, He R, Naser MA, Gillespie EF, Fuller CD. Determining The Role Of Radiation Oncologist Demographic Factors On Segmentation Quality: Insights From A Crowd-Sourced Challenge Using Bayesian Estimation. JCO Clinical Cancer Informatics, 2023. e-Pub 2023. PMID: 37693394.
- Li, Y, Ma, X, Sunderraman, R, Ji, S, Kundu, S. Accounting for temporal variability in functional magnetic resonance imaging improves prediction of intelligence. Human Brain Mapping 44(13):4772-4791, 2023. e-Pub 2023. PMID: 37466292.
- Yacout, H, Smith, BL, Foster, S, Lora, M, Niles-Carnes, LV, Zheng, Z, Kundu, S, Cantos, VD. Pre-exposure prophylaxis adherence and discontinuation at an urban pre-exposure prophylaxis program in Atlanta, Georgia. JACCP Journal of the American College of Clinical Pharmacy 6(6):576-580, 2023. e-Pub 2023.
- Liang, TZ, Katz, MH, Prakash, L, Chatterjee, D, Wang, H, Kim, M, Tzeng, CD, Ikoma, N, Wolff, RA, Zhao, D, Koay, EJ, Maitra, A, Kundu, S, Wang, H. Comparative Analyses of the Clinicopathologic Features of Short-Term and Long-Term Survivors of Patients with Pancreatic Ductal Adenocarcinoma Who Received Neoadjuvant Therapy and Pancreatoduodenectomy. Cancers 15(12), 2023. e-Pub 2023. PMID: 37370842.
- Drwiega, E, Rab, S, Schechter, MC, Andruski, R, Maxam, M, Kundu, S, Zheng, Z, Patel, M. Impact of a Dedicated Outpatient Parenteral Antimicrobial Therapy Program on Peripherally Inserted Central Catheter Removal at a Large Academic Medical Center. Infectious Diseases in Clinical Practice 31(2), 2023. e-Pub 2023.
- Liu, Y, Chakraborty, N, Qin, ZS, Kundu, S. Integrative Bayesian tensor regression for imaging genetics applications. Frontiers in Neuroscience 17, 2023. e-Pub 2023. PMID: 37680967.
- Young, AL, Kundu, S, Tappa, KK, Hou, P, Liu, HA, Kumar, VA. Incidence of resting-state functional connectivity to secondary language areas and contralateral language areas in patients with brain tumors. Neuroradiology Journal, 2023. e-Pub 2023. PMID: 37596790.
- Ma, X, Kundu, S, Stevens, J. Semi-parametric Bayes regression with network-valued covariates. Machine Learning 111(10):3733-3767, 2022. e-Pub 2022. PMID: 40766896.
- Wu, Y, Kundu, S, Stevens, J, Fani, N, Srivastava, A. Elastic shape analysis of brain structures for predictive modeling of PTSD. Frontiers in Neuroscience 16, 2022. e-Pub 2022. PMID: 36117613.
- Godwin, L, Zheng, Z, Kundu, S, Cousins, R, Mullinax, BJ, Ko, YA, Little, K, Smith, A, Quyyumi, A, Goyal, A, Pearson, T, Moncayo, V, Mitchell, AJ. Risk Factors Associated With New-Onset Myocardial Perfusion Abnormalities in Kidney Transplant Candidates. American Journal of Cardiology 174:84-88, 2022. e-Pub 2022. PMID: 35504743.
- Calderon, LF, Kline, M, Hersh, M, Shah, KP, Kundu, S, Tkaczuk, A, McColloch, N, Jain, AS. The Upper Esophageal Sphincter Distensibility Index Measured Using Functional Lumen Imaging Probe Identifies Defective Barrier Function of the Upper Esophageal Sphincter. Journal of Neurogastroenterology and Motility 28(3):463-473, 2022. e-Pub 2022. PMID: 35799240.
- Singh, S, Roszik, J, Saini, N, Singh, VK, Bavisi, K, Wang, Z, Vien, LT, Yang, Z, Kundu, S, Davis, RE, Bover, L, Diab, A, Neelapu, SS, Overwijk, W, Rai, K, Singh, M. B Cells Are Required to Generate Optimal Anti-Melanoma Immunity in Response to Checkpoint Blockade. Frontiers in immunology 13, 2022. e-Pub 2022. PMID: 35720386.
- Jarrett SA, Lo KB, Body C, Kim JJ, Zheng Z, Kundu S, Huang E, Basu A, Flynn M, Dietz-Lindo KA, Shahnavaz N, Christie J. Nausea, Vomiting, and Dyspepsia Following Solid Organ Abdominal Transplant. Cureus 14(4):e24274, 2022. e-Pub 2022. PMID: 35602775.
- Kundu, S, Ming, J, Stevens, J. Developing Multimodal Dynamic Functional Connectivity as a Neuroimaging Biomarker. Brain Connectivity 11(7):529-542, 2021. e-Pub 2021. PMID: 33544014.
- Krishnamurthy, LC, Krishnamurthy, V, Rodriguez, AD, McGregor, KM, Glassman, CN, Champion, GS, Rocha, N, Harnish, SM, Belagaje, SR, Kundu, S, Crosson, B. Not All Lesioned Tissue Is Equal. Frontiers in Neuroscience 15, 2021. e-Pub 2021. PMID: 34421509.
- Kundu, S, Ming, J, Nocera, J, McGregor, KM. Integrative learning for population of dynamic networks with covariates. NeuroImage 236, 2021. e-Pub 2021. PMID: 34022384.
- Kundu, S, Risk, BB. Scalable Bayesian matrix normal graphical models for brain functional networks. Biometrics 77(2):439-450, 2021. e-Pub 2021. PMID: 32569385.
- Anderson, AM, Kundu, S, Tang, B, Vaida, F, Okwuegbuna, O, McClernon, D, Cherner, M, Deutsch, R, Cookson, D, Crescini, M, Grant, I, Zetterberg, H, Blennow, K, Gisslen, M, Ellis, RJ, Letendre, SL. Cerebrospinal fluid CXCL10 is associated with the presence of low level CSF HIV during suppressive antiretroviral therapy. Journal of Neuroimmunology 353, 2021. e-Pub 2021. PMID: 33571816.
- Lukemire, J, Kundu, S, Pagnoni, G, Guo, Y. Bayesian Joint Modeling of Multiple Brain Functional Networks. Journal of the American Statistical Association 116(534):518-530, 2021. e-Pub 2021. PMID: 34262233.
- Li, Z, Chang, C, Kundu, S, Long, Q. Bayesian generalized biclustering analysis via adaptive structured shrinkage. Biostatistics 21(3):610-624, 2021. e-Pub 2021. PMID: 30596887.
- Amundson, B, Lai, L, Mulligan, MJ, Xu, Y, Zheng, Z, Kundu, S, Lennox, JL, Waldrop-Valverde, D, Franklin, D, Swaims-Kohlmeier, A, Letendre, SL, Anderson, AM. Distinct cellular immune properties in cerebrospinal fluid are associated with cognition in HIV-infected individuals initiating antiretroviral therapy. Journal of Neuroimmunology 344, 2020. e-Pub 2020. PMID: 32371201.
- Krishnamurthy, V, Krishnamurthy, LC, Drucker, JH, Kundu, S, Ji, B, Hortman, K, Roberts, SR, Mammino, K, Tran, SM, Gopinath, K, McGregor, KM, Rodriguez, AD, Qiu, D, Crosson, B, Nocera, J. Correcting Task fMRI Signals for Variability in Baseline CBF Improves BOLD-Behavior Relationships. Frontiers in Neuroscience 14, 2020. e-Pub 2020. PMID: 32425745.
- Lyles, R, Cunningham, SA, Kundu, S, Bassat, Q, Mandomando, I, Sacoor, C, Akelo, V, Onyango, D, Zielinski-Gutierrez, E, Taylor, AW. Extrapolating sparse gold standard cause of death designations to characterize broader catchment areas. Epidemiologic Methods 9(1), 2020. e-Pub 2020.
- Hsu, D, Chokshi, FH, Hudgins, PA, Kundu, S, Beitler, JJ, Patel, MR, Aiken, AH. Predictive Value of First Posttreatment Imaging Using Standardized Reporting in Head and Neck Cancer. Otolaryngology - Head and Neck Surgery (United States) 161(6):978-985, 2019. e-Pub 2019. PMID: 31331239.
- Kundu, S, Lukemire, J, Wang, Y, Guo, Y, Weiner, MW, Schuff, N, Rosen, HJ, Miller, BL, Neylan, T, Hayes, J, Finley, S, Aisen, P, Khachaturian, Z, Thomas, RG, Donohue, M, Walter, S, Gessert, D, Sather, T, Jiminez, G, Thal, L, Brewer, J, Vanderswag, H, Fleisher, A, Davis, M, Morrison, R, Potter, H, Jack, CR, Bernstein, M, Borowski, BJ, Gunter, JL, Senjem, M, Vemuri, P, Jones, D, Kantarci, K, Ward, C, Mason, SS, Albers, CS, Knopman, D, Johnson, K, Jagust, W, Landau, S, Trojanowki, JQ, Shaw, L, Lee, VM, Korecka, M, Figurski, M, Arnold, SE, Karlawish, JH, Wolk, D, Toga, AW. A Novel Joint Brain Network Analysis Using Longitudinal Alzheimer’s Disease Data. Scientific reports 9(1), 2019. e-Pub 2019. PMID: 31863067.
- Higgins, IA, Kundu, S, Choi, KS, Mayberg, HS, Guo, Y. A difference degree test for comparing brain networks. Human Brain Mapping 40(15):4518-4536, 2019. e-Pub 2019. PMID: 31350786.
- Hanna, TN, Kundu, S, Singh, K, Horný, M, Wood, D, Prater, A, Duszak, R. Emergency department imaging superusers. Emergency Radiology 26(2):161-168, 2019. e-Pub 2019. PMID: 30443737.
- Kundu, S, Mallick, B, Baladandayuthapani, V. Efficient Bayesian regularization for graphical model selection. Bayesian Analysis 14(2):449-476, 2019. e-Pub 2019. PMID: 33123305.
- Sule, P, Tilvawala, R, Mustapha, T, Hassounah, H, Noormohamed, A, Kundu, S, Graviss, EA, Walkup, GK, Kong, Y, Cirillo, JD. Rapid tuberculosis diagnosis using reporter enzyme fluorescence. Journal of Clinical Microbiology 57(12), 2019. e-Pub 2019. PMID: 31511338.
- Chokshi, FH, Kadom, N, Dwivedi, N, Kundu, S, Moussa, AY, Tannoury, C, Tannoury, T. Radiographic Cobb Angle. Current Problems in Diagnostic Radiology 48(1):45-49, 2019. e-Pub 2019. PMID: 29422329.
- Kundu, S, Ming, J, Pierce, J, McDowell, J, Guo, Y. Estimating dynamic brain functional networks using multi-subject fMRI data. NeuroImage 183:635-649, 2018. e-Pub 2018. PMID: 30048750.
- Chang, C, Kundu, S, Long, Q. Scalable Bayesian variable selection for structured high-dimensional data. Biometrics 74(4):1372-1382, 2018. e-Pub 2018. PMID: 29738602.
- Higgins, IA, Kundu, S, Guo, Y. Integrative Bayesian analysis of brain functional networks incorporating anatomical knowledge. NeuroImage 181:263-278, 2018. e-Pub 2018. PMID: 30017786.
- Kundu, S, Cheng, Y, Shin, M, Manyam, GC, Mallick, B, Baladandayuthapani, V. Bayesian variable selection with graphical structure learning. PloS one 13(7), 2018. e-Pub 2018. PMID: 30059495.
- Chokshi, FH, Kang, J, Kundu, S, Castillo, M. Bibliometric Analysis of Manuscript Title Characteristics Associated With Higher Citation Numbers. Current Problems in Diagnostic Radiology 45(6):356-360, 2016. e-Pub 2016. PMID: 27162149.
- Kundu, S, Kang, J. Semiparametric bayes conditional graphical models for imaging genetics applications. Stat 5(1):322-337, 2016. e-Pub 2016. PMID: 28616224.
- Kundu, S, Dunson, DB. Latent factor models for density estimation. Biometrika 101(3):641-654, 2014. e-Pub 2014.
- Gouskova, NA, Kundu, S, Imrey, PB, Fine, JP. Number needed to treat for time-to-event data with competing risks. Statistics in Medicine 33(2):181-192, 2014. e-Pub 2014. PMID: 24038032.
- Kundu, S, Dunson, DB. Bayes variable selection in semiparametric linear models. Journal of the American Statistical Association 109(505):437-447, 2014. e-Pub 2014. PMID: 25071298.
- Kundu S, Suthaharan S. Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications. IEEE 5th Intl Conference on Big Data Security on Cloud (BigDataSecurity), IEEE Intl Conference on High Performance and Smart Computing, (HPSC) and IEEE Intl Conference on Intelligent Data and Security (IDS), Washington, DC, USA,.
Review Articles
- Barcena AJR, Ravi P, Kundu S, Tappa K. Emerging Biomedical and Clinical Applications of 3D-Printed Poly(Lactic Acid)-Based Devices and Delivery Systems. Bioengineering (Basel) 11(7), 2024. e-Pub 2024. PMID: 39061787.
- Barcena AJR, Dhal K, Patel P, Ravi P, Kundu S, Tappa K. Current Biomedical Applications of 3D-Printed Hydrogels. Gels 10(1), 2023. e-Pub 2023. PMID: 38275845.
Other Articles
- Chokshi, FH, Kadom, N, Dwivedi, N, Kundu, S, Moussa, AY, Tannoury, C, Tannoury, T Corrigendum to “Radiographic Cobb Angle. Current Problems in Diagnostic Radiology 52(4):312, 2023. PMID: 36964072.
Abstracts
- Whiteing, D., Kundu, S, Krumwiede, K.H.. Building Resilience in the School of Health Professions Students with Sudarshan Kriya Yoga (SKY). Association of Schools Advancing Health Professions. e-Pub 2023.
- Chen, Z, Luo, H, Kundu S, Vannucci, M. Tensor Decision Trees For High-Resolution Imaging Data. Proceedings - 2024 IEEE International Conference on Big Data, Big Data 2024.
Book Chapters
- Kundu S, Woodland, M, Castelo, A, Al Taie, M, Albuquerque, J, Salvia, M, Eltaher, M, Mohn, F, Shieh, A, Yung, J.P, Patel, A.B, Brock, K.K. Feature Extraction for Generative Medical Imaging Evaluation: New Evidence Against an Evolving Trend. In: Lecture Notes in Computer Science, 87-97, 2024.
- Kundu S, Woodland, M.K, Wood, J, Anderson, B.M, Lin, E, Koay, E, Odisio, B, Chung, C, Kang, H.C, Venkatesan, A.M, Yedururi, S, De, B, Lin, Y.M, Patel, A.B, Brock, K.K. Evaluating the Performance of StyleGAN2-ADA on Medical Images. In: Lecture Notes in Computer Science, 142-153, 2022.
- Solis-Lemus C.S., Ma X, Kundu S, Hotstetter M, Qiu P, Pimentel-Alarcon D. A Deep Learning Framework for Predicting Functional Markers in Flow Cytometry Data. In: Statistical Modeling in Biomedical Research - Contemporary Topics and Voices in the Field by Springer Nature. Edited by Yichuan Zhao and Ding-Geng Chen. Springer, Cham, 2020.
Letters to the Editor
- Aldredge, A, Roth, G, Vaidya, A, Duarte, AP, Kundu, S, Zheng, Z, Smith, BL, Lora, M, Gruen, J, Sheth, AN, Sales, JM, Cantos, VD. Preexposure prophylaxis care continuum among transgender women at a patient-centered preexposure prophylaxis program in Atlanta, Georgia. AIDS 35: 524-526, 2021.
Patient Reviews
CV information above last modified May 04, 2026