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
Associate Professor, Department of Biostatistics & Bioinformatics, Emory University, Atlanta, GA
Dual/Joint/Adjunct Appointment
Adjunct Associate Professor, Department of Statistics, Rice University, Houston, TX
Voluntary Research Committee Member, Art of Living Foundation, USA, Houston, TX
Associate Professor, Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, TX
Associate Professor, Department of Biostatistics & Bioinformatics, Emory University, Atlanta, GA
Associate Editor, Biometrics, 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 |
| 2012-2014 | Postdoctoral Research Associate, The University of Texas MD Anderson Cancer Center, Houston, Texas |
| 2008-2012 | Research Assistant, Transitional and Clinical Sciences Institute- UNC Chapel Hill, Chapel Hill, North Carolina |
Experience & Service
Editorial Activities
Associate Editor, Biometrics, 2019 - Present
Honors & Awards
| 2019 | Received 10th percentile score in first submission for the R01 proposal, NIMH |
| 2019 | Received travel funding, SAMSI |
| 2019 | Young Statistical Scientist Award, International Indian Statistical Association |
| 2018 | Emory PI for research fellowship to study data privacy in fMRI data, Institute for Quantitative Methods and Theory at Emory University |
| 2017 | Best Teacher Award, Emory University, Department of Biostatistics |
| 2017 | Fund for Innovative Teaching, Center for Faculty Development & Excellence, Emory University |
| 2017 | Young Investigator Travel, 11th Conference on Bayesian Nonparametrics |
| 2012 | Distinguished Student Paper Award, Eastern North American Region (ENAR) Conference |
| 2012 | Distinguished Student Paper Award, Eastern North American Region Conference |
| 2011 | Stat Bowl champion, American Statistical Association at Joint Statistical Meetings |
| 2011 | Student Paper Competition Winner for the Section on Bayesian Statistical Science (SBSS), Joint Statistical Meetings |
| 2011 | Winning team member, American Statistical Association |
| 2011 | Winning team member of Stat Bowl team champion, American Statistical Association at Joint Statistical Meetings |
| 2010 | Biostatistics International Travel Fund, Department of Biostatistics, UNC Chapel Hill |
| 2010 | Satia Scholarship for Innovative Public Health Work in Underdeveloped Areas, School of Public Health, UNC |
| 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
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. "Bayesian Joint Modeling of Multiple Brain Functional Networks". Conference. Joint Statistical Meetings, 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. "Latent scale prediction model for network valued covariates". Conference. Poster at ENAR, US.
- 2019. "Bayesian Network Manifold Regression". Conference. EPICORE, US.
- 2019. "Statistical Methods for Brain Network Estimation". Conference. Emory University. Atlanta, GA, 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
- 2022. "Bayesian Methods for Complex High-Dimensional Imaging Data". Invited. ENAR. Houston, TX, US.
- 2021. "Non-parametric Bayesian Vector Autoregressive Models for Multi-subject Data". Invited. The University of Florida. Tallahassee, FL, 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 University of California. Los Angeles, 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. "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 based in the De- partment of Medicine at the Emory Division of Digestive Diseases retreat. 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. Department of Biomedical Engineering, Emory University. Atlanta, GA, US.
- 2016. "Estimating Dynamic Brain Functional Networks Using Multi-subject fMRI Data". Invited. ICSA Conference at Georgia State 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. "Bayesian Regularized Approaches for High-Dimensional Graphical Models". Invited. Department of Statistics University of California. Santa Cruz, CA, US.
- 2014. "Flexible Bayesian Approaches for Regression and Variable Selection". Invited. Department of Biostatistics University of Florida, FL, US.
- 2013. "Bayes Regularized Graphical Model Estimation in High Dimensions". Invited. Department of Biostatistics MD Anderson. Houston, TX, US.
- 2013. LDHD workshop. Invited. SAMSI. Raleigh, NC, US.
- 2013. "Bayes Variable Selection in Semi-parametric Linear Models". Conference. Eastern North American Region Conference. Orlando, 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.
- 2011. "Latent Factor Models for Density Estimation". Conference. Eastern North American Region Conference. Miami, FL, 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
- 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.
- Statistical Methods in Genetic/Genomic Studies. Invited. The National University of Singapore, SG.
Formal Peers
- 2019. Featured Speaker. Invited. San Francisco, CA, US.
- 2016. Featured Speaker. Invited, US.
Grant & Contract Support
| Date: | 2024 - 2029 |
| Title: | Circulating Biomarkers and Imaging for Early Detection of Pancreatic Cancer |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | U01CA214263 |
| Date: | 2023 - 2025 |
| Title: | Examining the Role of Nono Pathway on the Innate Immunity Against Oncolytic Adenoviruses |
| Funding Source: | NIH/NCI |
| Role: | Co-I |
| ID: | 1R21CA283514-01 |
| Date: | 2021 - 2026 |
| 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
- Kundu S, Lin, T, Mori, L, Batra, A, Chakraborty, N. Utilization of Breathwork Meditation in Improving Wellness in Trainees of Speech-Language Pathology: A Prospective Cohort Study. Perspectives 10(4):1190-1200, 2025.
- Kundu S, Dey, A. A network analysis approach to evaluating COVID-19 vaccine acceptance in the US. Statistics in Medicine 44(18-19), 2025.
- Kundu S, MacDonald, L, Choi, H, Kang, H, De Leon, A, Qiao, W, Li, Z, Inguillo, I, Maharjan, A, Gregg, J, Ward, J. Magnetic Resonance Imaging Ultrasound Volume Discrepancy as a Predictor of Magnetic Resonance Imaging Ultrasound Fusion-Guided Targeted Biopsy Performance. JU Open Plus 3(8):97, 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.
- 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: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, 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.
- 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.
- 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.
- 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.
- Kundu S, Lukemire J. Flexible Bayesian Product Mixture Models for Vector Autoregressions. The Journal of Machine Learning Research 25(146):1-52, 2024. e-Pub 2024.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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.
- 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, Mallick, B, Baladandayuthapani, V. Efficient Bayesian regularization for graphical model selection. Bayesian Analysis 14(2):449-476, 2019. e-Pub 2019. PMID: 33123305.
- Kundu S, Suthaharan S. Privacy-Preserving Predictive Model Using Factor Analysis for Neuroscience Applications. 2019 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:67-73, 2019. e-Pub 2019.
- 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. 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. e-Pub 2019.
- 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.
- 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.
- 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.
- 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. PMID: 37596790.
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
- Kundu S, Chen, Z, Luo, H, 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.
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 March 26, 2026