Vaishnavi Subramanian

According to our database, Vaishnavi Subramanian authored at least 11 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

GrapHist: Graph Self-Supervised Learning for Histopathology.

Sevda Ögüt, Cédric Vincent-Cuaz, Natalia Dubljevic, Carlos Hurtado, Vaishnavi Subramanian, Pascal Frossard, Dorina Thanou

CoRR, March, 2026

2025

Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology.

Boqi Chen, Cédric Vincent-Cuaz, Lydia A. Schoenpflug, Manuel Madeira, Lisa Fournier, Vaishnavi Subramanian, Sonali Andani, Samuel Ruipérez-Campillo, Julia E. Vogt, Raphaëlle Luisier, Dorina Thanou, Viktor H. Koelzer, Pascal Frossard, Gabriele Campanella, Gunnar Rätsch

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2024

Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction.

Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do

Artif. Intell. Medicine, 2024

2021

Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics.

Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do

CoRR, 2021

Multimodal Fusion Using Sparse Cca For Breast Cancer Survival Prediction.

Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Modeling Uncertainty in Multi-Modal Fusion for Lung Cancer Survival Analysis.

Hongzhi Wang, Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020

Multimodal Fusion of Imaging and Genomics for Lung Cancer Recurrence Prediction.

Vaishnavi Subramanian, Minh N. Do, Tanveer F. Syeda-Mahmood

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

2019

Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays.

Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

2018

Integration of Spatial Distribution in Imaging-Genetics.

Vaishnavi Subramanian, Weizhao Tang, Benjamin Chidester, Jian Ma, Minh N. Do

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

Correlating cellular features with gene expression using CCA.

Vaishnavi Subramanian, Benjamin Chidester, Jian Ma, Minh N. Do

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

2016

Summarizing Multimedia Content.

Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu R. Sinha, Utpal, Vaishnavi Subramanian, Shivani Gupta

Proceedings of the Web Information Systems Engineering - WISE 2016, 2016