Publications

You can find my full list of publications on my Google Scholar page.

JOURNAL PAPERS

  1. Souptik Barua, Ashutosh Sabharwal, Namino Glantz, Casey Conneely, Arianna Larez, Wendy Bevier, and David Kerr. “The northeast glucose drift: Stratification of post-breakfast dysglycemia among predominantly Hispanic/Latino adults at-risk or with type 2 diabetes”. Lancet EClinicalMedicine 43: 101241 (2021).
  2. Souptik Barua, Raven A. Mc-New, Ashutosh Sabharwal, Nicolaas E.P. Deutz. “Discordance between postprandial plasma glucose measurement and continuous glucose monitoring”. American Journal of Clinical Nutrition. 2021. (Under review).
  3. Sabharwal, Ashutosh, Souptik Barua, David Kerr. “A systems approach to achieve equity in healthcare research”. GetMobile: Mobile Computing and Communications. 2021. (In press).
  4. Souptik Barua, Ashutosh Sabharwal, Namino Glantz, Casey Conneely, Arianna Larez, Wendy Bevier, and David Kerr. “Dysglycemia in adults at risk for or living with non-insulin treated type 2 diabetes: Insights from continuous glucose monitoring.” Lancet EClinicalMedicine 35 (2021): 100853. [Link]
  5. Carstens, Julienne L., Sujuan Yang, Pedro Correa De Sampaio, Xiaofeng Zheng, Souptik Barua, Kathleen M. McAndrews, Arvind Rao, Jared K. Burks, Andrew D. Rhim, and Raghu Kalluri. “Stabilized epithelial phenotype of cancer cells in primary tumors leads to increased colonization of liver metastasis in pancreatic cancer.” Cell reports 35, no. 2 (2021): 108990. [Link]
  6. Souptik Barua, Hesham Elhalawani, Stefania Volpe, Karine A. Al Feghali, Pei Yang, Sweet Ping Ng, Baher Elgohari et al. “Computed tomography radiomics kinetics as early imaging correlates of osteoradionecrosis in oropharyngeal cancer patients.” Frontiers in artificial intelligence 4 (2021). [Link]
  7. Elhalawani, Hesham, Carlos E. Cardenas, Stefania Volpe, Souptik Barua, Sonja Stieb, Calvin B. Rock, Timothy Lin et al. “18FDG positron emission tomography mining for metabolic imaging biomarkers of radiation-induced xerostomia in patients with oropharyngeal cancer.” Clinical and Translational Radiation Oncology 29 (2021): 93-101.
  8. Kerr, David, Souptik Barua, Namino Glantz, Casey Conneely, Mary Kujan, Wendy Bevier, Arianna Larez, and Ashutosh Sabharwal. “Farming for life: impact of medical prescriptions for fresh vegetables on cardiometabolic health for adults with or at risk of type 2 diabetes in a predominantly Mexican-American population.” BMJ Nutrition, Prevention & Health (2020). [Link]
  9. Lazarus, Jenny, Morgan D. Oneka, Souptik Barua, Tomasz Maj, Mirna Perusina Lanfranca, Lawrence Delrosario, Lei Sun et al. “Mathematical modeling of the metastatic colorectal cancer microenvironment defines the importance of cytotoxic lymphocyte infiltration and presence of PD-L1 on antigen presenting cells.” Annals of surgical oncology 26, no. 9 (2019): 2821-2830. [Link]
  10. Reddy, Sangeetha M., Alexandre Reuben, Souptik Barua, Hong Jiang, Shaojun Zhang, Linghua Wang, Vancheswaran Gopalakrishnan et al. “Poor response to neoadjuvant chemotherapy correlates with mast cell infiltration in inflammatory breast cancer.” Cancer immunology research 7, no. 6 (2019): 1025-1035. [Link]
  11. Aung, Phyu P., Edwin Roger Parra, Souptik Barua, Dawen Sui, Jing Ning, Barbara Mino, Debora Alejandra Ledesma et al. “B7-H3 Expression in Merkel Cell Carcinoma–Associated Endothelial Cells Correlates with Locally Aggressive Primary Tumor Features and Increased Vascular Density.” Clinical cancer research 25, no. 11 (2019): 3455-3467. [Link]
  12. Souptik Barua, et al. “A Functional Spatial Analysis Platform for Discovery of Immunological Interactions Predictive of Low-Grade to High-Grade Transition of Pancreatic Intraductal Papillary Mucinous Neoplasms.” Cancer informatics 17 (2018): 1176935118782880. [Link]
  13. Souptik Barua, Penny Fang, Amrish Sharma, Junya Fujimoto, Ignacio Wistuba, Arvind UK Rao, and Steven H. Lin. “Spatial Interaction of Tumor Cells and Regulatory T cells Correlates with Survival in Non-Small Cell Lung Cancer.” Lung Cancer (2018). [Link]
  14. Carstens, Julienne L., Pedro Correa de Sampaio, Dalu Yang, Souptik Barua, Huamin Wang, Arvind Rao, James P. Allison, Valerie S. LeBleu, and Raghu Kalluri. “Spatial computation of intratumoral T cells correlates with survival of patients with pancreatic cancer.” Nature Communications 8 (2017): 15095. [Link]
  15. Souptik Barua, Yoshitaka Miyatani, and Ashok Veeraraghavan. “Direct face detection and video reconstruction from event cameras.” Applications of Computer Vision (WACV), 2016 IEEE Winter Conference on. IEEE, 2016. [Link]
  16. Souptik Barua. Rethinking Image Compression for the Object Detection Task. Masters Diss. Rice University, 2015. [Link]
  17. Souptik Barua, Kaushik Mitra, and Ashok Veeraraghavan. “Saliency guided Wavelet compression for low-bitrate Image and Video coding.” 2015 IEEE Global Conference on Signal and Information Processing (GlobalSIP), . IEEE, 2015. [Link]

BOOK CHAPTERS

  1. Lehrer, Michael, Reid T. Powell, Souptik Barua, Donnie Kim, Shivali Narang, and Arvind Rao. “Radiogenomics and Histomics in Glioblastoma: The Promise of Linking Image-Derived Phenotype with Genomic Information.” In Advances in Biology and Treatment of Glioblastoma, pp. 143-159. Springer, Cham, 2017. [Link]

CONFERENCE ABSTRACTS

  1. Souptik Barua, Angela Zhang, Ashutosh Sabharwal, Daniel DeSalvo. “218-OR: Revisiting the Rule of 500: Data-Driven Insights from Sensor Augmented Pump Therapy”. American Diabetes Association Diabetes 70 (Supplement 1) (2021). [Link]
  2. Francisco-Cruz, Alejandro, Edwin R. Parra, Santhoshi N. Krishnan, Souptik Barua, Mei Jiang, Junya Fujimoto, Christine B. Peterson et al. “Impact of the spatial analysis of tumor-associated lymphocytes and tumor-associated macrophages on recurrence at early stage of non-small cell lung carcinoma.” American Association of Cancer Research 79 (13 Supplement) (2019): 1180-1180. [Link]

DISSSERTATIONS

  1. Souptik Barua. “Leveraging structure in cancer imaging data using data-driven frameworks to predict clinical outcomes.” PhD dissertation, Rice University, 2019. [Link]
  2. Souptik Barua. “Rethinking Image Compression for the Object Detection Task.” Masters Dissertation, Rice University, 2015. [Link]