Vaishnavi Subramanian

15 papers Journal 7Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
GrapHist: Graph Self-Supervised Learning for Histopathology.
CoRR
Sevda Ögüt, Cédric Vincent-Cuaz, Natalia Dubljevic, Carlos Hurtado, Vaishnavi Subramanian, Pascal Frossard, Dorina Thanou
2025 — conf
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology.
MICCAI (6)
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
2025 J jnl
Revisiting Automatic Data Curation for Vision Foundation Models in Digital Pathology.
CoRR
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
2024 J jnl
Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction.
Artif. Intell. Medicine
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
2021 — conf
Modeling Uncertainty in Multi-Modal Fusion for Lung Cancer Survival Analysis.
ISBI
Hongzhi Wang, Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood
2021 J jnl
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics.
CoRR
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
2021 — conf
Multimodal Fusion Using Sparse Cca For Breast Cancer Survival Prediction.
ISBI
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
2021 J jnl
Multimodal fusion using sparse CCA for breast cancer survival prediction.
CoRR
Vaishnavi Subramanian, Tanveer F. Syeda-Mahmood, Minh N. Do
2020 — conf
Multimodal Fusion of Imaging and Genomics for Lung Cancer Recurrence Prediction.
ISBI
Vaishnavi Subramanian, Minh N. Do, Tanveer F. Syeda-Mahmood
2020 J jnl
Multimodal fusion of imaging and genomics for lung cancer recurrence prediction.
CoRR
Vaishnavi Subramanian, Minh N. Do, Tanveer F. Syeda-Mahmood
2019 — conf
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays.
MICCAI (6)
Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood
2019 J jnl
Automated Detection and Type Classification of Central Venous Catheters in Chest X-Rays.
CoRR
Vaishnavi Subramanian, Hongzhi Wang, Joy T. Wu, Ken C. L. Wong, Arjun Sharma, Tanveer F. Syeda-Mahmood
2018 — conf
Correlating cellular features with gene expression using CCA.
ISBI
Vaishnavi Subramanian, Benjamin Chidester, Jian Ma, Minh N. Do
2018 — conf
Integration of Spatial Distribution in Imaging-Genetics.
MICCAI (2)
Vaishnavi Subramanian, Weizhao Tang, Benjamin Chidester, Jian Ma, Minh N. Do
2016 — conf
Summarizing Multimedia Content.
WISE (2)
Natwar Modani, Pranav Maneriker, Gaurush Hiranandani, Atanu R. Sinha, Utpal, Vaishnavi Subramanian, Shivani Gupta