Vaishnavi Subramanian

15 papers Journal 7Unranked 8

Year	Rank	Type	Title / 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