Publications

Vaishnavi Subramanian, Tanveer Syeda-Mahmood, Minh N. Do, “Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics” (Journal on Artificial Intelligence in Medicine, 2024) [Paper]

Anh Leu, Mary Dasso, Vaishnavi Subramanian, Minh N. Do, Martha Menchaca, "Survival analysis for lung cancer patients with longitudinal data" (preprint)

Vaishnavi Subramanian, Minh N. Do, Tanveer Syeda-Mahmood, "Multimodal fusion using sparse CCA for breast cancer survival prediction." In International Symposium on Biomedical Imaging  (ISBI 2021) [Paper] [Code] 

Hongzhi Wang, Vaishnavi Subramanian, Tanveer Syeda-Mahmood, "Multi-modal fusion under uncertainty with application in lung cancer survival analysis" In International Symposium on Biomedical Imaging (ISBI 2021) [Paper]

Vaishnavi Subramanian, Minh N. Do, Tanveer Syeda-Mahmood, "Multimodal fusion of imaging and genomics for lung cancer recurrence prediction." In International Symposium on Biomedical Imaging (ISBI 2020) [Paper] [Code]

Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Hui Tang, Arjun Sharma, Tanveer Syeda-Mahmood, "Automated detection and type classification of central venous catheters in chest X-rays." In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2019) [Paper]

Vaishnavi Subramanian,  Weizhao Tang, Ben Chidester, Jian Ma, Minh N. Do, "Integration of spatial distribution in imaging-genetics." In International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI 2018) [Paper]

Vaishnavi Subramanian, Ben Chidester, Jian Ma, and Minh N. Do, "Correlating cellular features with gene expression using CCA." In International Symposium on Biomedical Imaging (ISBI 2018) [Paper]

Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu R. Sinha, Vaishnavi Subramanian, and Shivani Gupta, "Summarizing multimedia content." In International Conference on Web Information Systems Engineering (WISE 2016) [Paper]

Natwar Modani, Vaishnavi Subramanian, Shivani Gupta, Pranav Maneriker, Gaurush Hiranandani, and Atanu R. Sinha, "Determining quality of a summary of multimedia content." U.S. Patent 9,454,524, issued September 27, 2016. [Link]

Natwar Modani, Vaishnavi Subramanian, Shivani Gupta, Pranav Maneriker, Gaurush Hiranandani, and Atanu R. Sinha, "Multimedia Document Summarization." U.S. Patent 10,762,283, issued September 1, 2020. [Link]

Vaishnavi Subramanian, Hongzhi Wang, Tanveer Syeda-Mahmoood, Joy Tzung-yu Wu, and Ken CL Wong, "Automated detection and type classification of central venous catheters" US Patent App. 16/599,824, applied October 11, 2019. [Link]