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Srinivasan Sivanandan
Srinivasan Sivanandan
Senior Machine Learning Scientist @ insitro
Verified email at insitro.com - Homepage
Title
Cited by
Cited by
Year
A community effort to create standards for evaluating tumor subclonal reconstruction
A Salcedo, M Tarabichi, SMG Espiritu, AG Deshwar, M David, NM Wilson, ...
Nature biotechnology 38 (1), 97-107, 2020
662020
A disorder-induced domino-like destabilization mechanism governs the folding and functional dynamics of the repeat protein IκBα
S Sivanandan, AN Naganathan
PLoS Computational Biology 9 (12), e1003403, 2013
262013
Creating standards for evaluating tumour subclonal reconstruction
A Salcedo, M Tarabichi, SMG Espiritu, AG Deshwar, M David, NM Wilson, ...
bioRxiv, 310425, 2018
72018
A Pooled Cell Painting CRISPR Screening Platform Enables de novo Inference of Gene Function by Self-supervised Deep Learning
S Sivanandan, B Leitmann, E Lubeck, MM Sultan, P Stanitsas, N Ranu, ...
bioRxiv, 2023.08. 13.553051, 2023
62023
Automated detection and segmentation of follicles in 3D ultrasound for assisted reproduction
NS Narayan, S Sivanandan, S Kudavelly, KA Patwardhan, GA Ramaraju
Medical Imaging 2018: Computer-Aided Diagnosis 10575, 431-436, 2018
62018
Method and apparatus for follicular quantification in 3D ultrasound images
NN Subbarao, S Sivanandan, KA Patwardhan, SR Kudavelly
US Patent 11,389,133, 2022
22022
Automated measurement of fetal right-myocardial performance index from pulsed wave Doppler spectrum
R Suresh, S Sivanandan, N Singhal, JY Lee, MY Lee, HS Won
Medical Imaging 2019: Computer-Aided Diagnosis 10950, 148-155, 2019
22019
Machine Learning enabled Pooled Optical Screening in Human Lung Cancer Cells
S Sivanandan, M Salick, B Leitmann, KM Liu, M Sultan, N Ranu, CV Hao, ...
NeurIPS 2022 Workshop on Learning Meaningful Representations of Life, 2022
12022
Dyna-AIL: Adversarial imitation learning by planning
V Saxena, S Sivanandan, P Mathur
arXiv preprint arXiv:1903.03234, 2019
12019
Deep Learning Analysis on Images of iPSC-derived Motor Neurons Carrying fALS-genetics Reveals Disease-Relevant Phenotypes
R Atmaramani, T Dreossi, K Ford, L Gan, J Mitchell, S Tu, J Velayutham, ...
bioRxiv, 2024.01. 04.574270, 2024
2024
Channel Vision Transformers: An Image Is Worth C x 16 x 16 Words
Y Bao, S Sivanandan, T Karaletsos
arXiv preprint arXiv:2309.16108, 2023
2023
CRISPR perturbation in iPSC-derived hepatic stellate cells reveals role for TNF-driven interferon response in chronic liver disease
K Haston, N Ranu, L Kategaya, E Lubeck, MD Bereket, FP Casale, ...
Journal of Hepatology 77, S762, 2022
2022
Supporting Text S1 A Disorder Induced Domino-Like Destabilization Mechanism Governs the Folding and Functional Dynamics of the Repeat Protein IκBα
S Sivanandan, AN Naganathan
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