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Vaishnavi Subramanian
Vaishnavi Subramanian
Post-doctoral researcher at École Polytechnique Fédérale de Lausanne (EPFL), Switzerland
Verified email at epfl.ch - Homepage
Title
Cited by
Cited by
Year
Multimodal fusion of imaging and genomics for lung cancer recurrence prediction
V Subramanian, MN Do, T Syeda-Mahmood
2020 IEEE 17th International Symposium on Biomedical Imaging (ISBI), 804-808, 2020
312020
Automated detection and type classification of central venous catheters in chest X-rays
V Subramanian, H Wang, JT Wu, KCL Wong, A Sharma, ...
International Conference on Medical Image Computing and Computer-Assisted …, 2019
312019
Multimedia Document Summarization
N Modani, V Subramanian, S Gupta, PR Maneriker, G Hiranandani, ...
US Patent 10,762,283, 2020
192020
Correlating cellular features with gene expression using CCA
V Subramanian, B Chidester, J Ma, MN Do
Biomedical Imaging (ISBI 2018), 2018 IEEE 15th International Symposium on …, 2018
192018
Modeling Uncertainty in Multi-Modal Fusion for Lung Cancer Survival Analysis
H Wang, V Subramanian, T Syeda-Mahmood
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1169-1172, 2021
152021
Multimodal fusion using sparse CCA for breast cancer survival prediction
V Subramanian, T Syeda-Mahmood, MN Do
2021 IEEE 18th International Symposium on Biomedical Imaging (ISBI), 1429-1432, 2021
152021
Summarizing Multimedia Content
N Modani, P Maneriker, G Hiranandani, AR Sinha, V Subramanian, ...
International Conference on Web Information Systems Engineering, 340-348, 2016
102016
Determining quality of a summary of multimedia content
N Modani, V Subramanian, S Gupta, PR Maneriker, G Hiranandani, ...
US Patent 9,454,524, 2016
72016
Integration of spatial distribution in imaging-genetics
V Subramanian, W Tang, B Chidester, J Ma, MN Do
Medical Image Computing and Computer Assisted Intervention–MICCAI 2018: 21st …, 2018
42018
Multi-modality fusion using canonical correlation analysis methods: Application in breast cancer survival prediction from histology and genomics
V Subramanian, T Syeda-Mahmood, MN Do
arXiv preprint arXiv:2111.13987, 2021
32021
Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction
V Subramanian, T Syeda-Mahmood, MN Do
Artificial Intelligence in Medicine 149, 102787, 2024
2024
Survival prediction of NLST lung cancer patients from radiomics and clinical data
A Leu, V Subramanian, M Dasso, M Do, M Menchaca
2023
Cross-correlations in medical data: theory, algorithms, and applications in disease analytics
V Subramanian
University of Illinois at Urbana-Champaign, 2022
2022
Automated detection and type classification of central venous catheters
V Subramanian, H Wang, T Syeda-Mahmood, JT Wu, CL Wong
US Patent 11,246,539, 2022
2022
Multimodal data analysis applied to a medical setting
V Subramanian
University of Illinois at Urbana-Champaign, 2018
2018
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