Vaishnavi Subramanian

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 12

Top Topics

Survival Prediction

Multimodal Fusion

Gene Expression

Top Venues

Artif. Intell. Medicine

Publications

Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction. Artif. Intell. Medicine 149 (2024)
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics. CoRR (2021)
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
Multimodal fusion using sparse CCA for breast cancer survival prediction. CoRR (2021)
Hongzhi Wang, Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood
Modeling Uncertainty in Multi-Modal Fusion for Lung Cancer Survival Analysis. ISBI (2021)
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
Multimodal Fusion Using Sparse Cca For Breast Cancer Survival Prediction. ISBI (2021)
Vaishnavi Subramanian, Minh N. Do, Tanveer F. Syeda-Mahmood
Multimodal Fusion of Imaging and Genomics for Lung Cancer Recurrence Prediction. ISBI (2020)
Vaishnavi Subramanian, Minh N. Do, Tanveer F. Syeda-Mahmood
Multimodal fusion of imaging and genomics for lung cancer recurrence prediction. CoRR (2020)
Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays. MICCAI (6) (2019)
Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays. CoRR (2019)
Vaishnavi Subramanian, Benjamin Chidester, Jian Ma, Minh N. Do
Correlating cellular features with gene expression using CCA. ISBI (2018)
Vaishnavi Subramanian, Weizhao Tang, Benjamin Chidester, Jian Ma, Minh N. Do
Integration of Spatial Distribution in Imaging-Genetics. MICCAI (2) (2018)
Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu R. Sinha, Utpal, Vaishnavi Subramanian, Shivani Gupta
Summarizing Multimedia Content. WISE (2) (2016)