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ORCIDShantanu Singh
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2020 – today
- 2024
[j10]Shantanu Singh
, Nikolaos Bekiaris-Liberis:
Numerical and Lyapunov-Based Investigation of the Effect of Stenosis on Blood Transport Stability Using a Control-Theoretic PDE Model of Cardiovascular Flow. IEEE Control. Syst. Lett. 8: 2403-2408 (2024)- [j9]Srijit Seal, Ola Spjuth, Layla Hosseini-Gerami, Miguel García-Ortegón, Shantanu Singh, Andreas Bender, Anne E. Carpenter:
Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank. J. Chem. Inf. Model. 64(4): 1172-1186 (2024) - [j8]Robert van Dijk, John Arevalo, Mehrtash Babadi, Anne E. Carpenter, Shantanu Singh:
Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning. PLoS Comput. Biol. 20(11): 1012547 (2024) - [i6]Elsa Lawrence, Adham El-Shazly, Srijit Seal, Chaitanya K. Joshi, Pietro Liò, Shantanu Singh, Andreas Bender, Pietro Sormanni, Matthew Greenig:
Understanding Biology in the Age of Artificial Intelligence. CoRR abs/2403.04106 (2024) - [i5]John Arevalo, Ellen Su, Anne E. Carpenter, Shantanu Singh:
MOTIVE: A Drug-Target Interaction Graph For Inductive Link Prediction. CoRR abs/2406.08649 (2024) - [i4]Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh:
Learning Molecular Representation in a Cell. CoRR abs/2406.12056 (2024) - [i3]Shantanu Singh, Nikolaos Bekiaris-Liberis:
Numerical and Lyapunov-Based Investigation of the Effect of Stenosis on Blood Transport Stability Using a Control-Theoretic PDE Model of Cardiovascular Flow. CoRR abs/2408.01058 (2024) - 2023
- [j7]Shantanu Singh, George Weiss:
Second Order Systems on Hilbert Spaces with Nonlinear Damping. SIAM J. Control. Optim. 61(4): 2630-2654 (2023) - [c17]Shantanu Singh, Sébastien Fueyo, George Weiss:
Incrementally passive infinite dimensional systems with a constrained state variable. CDC 2023: 1937-1942 - [c16]Mounika Kanakanti, Shantanu Singh, Manish Shrivastava:
MultiFacet: A Multi-Tasking Framework for Speech-to-Sign Language Generation. ICMI Companion 2023: 205-213 - [c15]Marzieh Haghighi, Mario C. Cruz, Erin Weisbart, Beth A. Cimini, Avtar Singh, Julia Bauman, Maria E. Lozada, Sanam L. Kavari, James T. Neal, Paul C. Blainey, Anne E. Carpenter, Shantanu Singh:
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images. IJCAI 2023: 4775-4784 - [i2]Marzieh Haghighi, Mario C. Cruz, Erin Weisbart, Beth A. Cimini, Avtar Singh, Julia Bauman, Maria E. Lozada, Sanam L. Kavari, James T. Neal, Paul C. Blainey, Anne E. Carpenter, Shantanu Singh:
Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images. CoRR abs/2306.15898 (2023) - 2022
- [j6]Shantanu Singh, George Weiss, Marius Tucsnak:
A class of incrementally scattering-passive nonlinear systems. Autom. 142: 110369 (2022) - [j5]Yuen Ler Chow, Shantanu Singh, Anne E. Carpenter, Gregory P. Way:
Predicting drug polypharmacology from cell morphology readouts using variational autoencoder latent space arithmetic. PLoS Comput. Biol. 18(2) (2022) - [c14]Shantanu Singh, George Weiss:
Nonlinear perturbation of a class of conservative linear system. CDC 2022: 396-402 - [c13]Shantanu Singh, Jaidev Shriram, Shaantanu Kulkarni, Brojeshwar Bhowmick, K. Madhava Krishna:
IndoLayout: Leveraging Attention for Extended Indoor Layout Estimation from an RGB Image. IROS 2022: 13128-13135 - 2021
- [c12]Shantanu Singh, George Weiss, Marius Tucsnak:
Abstract nonlinear control systems. CDC 2021: 6181-6187
2010 – 2019
- 2019
- [j4]Sundaresan Raman, Shantanu Singh, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju:
Capturing variations in nuclear phenotypes. J. Comput. Sci. 36 (2019) - [c11]Maxime W. Lafarge, Juan C. Caicedo, Anne E. Carpenter, Josien P. W. Pluim, Shantanu Singh, Mitko Veta:
Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning. MIDL 2019: 315-325 - [i1]Dwij Sukeshkumar Sheth, Shantanu Singh, Prakhar S. Mathur, Vydeki D:
Smart Laptop Bag with Machine Learning for Activity Recognition. CoRR abs/1904.11882 (2019) - 2018
- [c10]Juan C. Caicedo, Claire McQuin, Allen Goodman, Shantanu Singh, Anne E. Carpenter:
Weakly Supervised Learning of Single-Cell Feature Embeddings. CVPR 2018: 9309-9318 - [c9]Tim Becker, Juan C. Caicedo, Shantanu Singh, Markus Weckmann, Anne E. Carpenter:
Combining morphological and migration profiles of in vitro time-lapse data. ISBI 2018: 965-968 - 2016
- [j3]David Dao, Adam Fraser, Jane Hung, Vebjorn Ljosa, Shantanu Singh, Anne E. Carpenter:
CellProfiler Analyst: interactive data exploration, analysis and classification of large biological image sets. Bioinform. 32(20): 3210-3212 (2016) - [j2]Virginie Uhlmann, Shantanu Singh, Anne E. Carpenter:
CP-CHARM: segmentation-free image classification made accessible. BMC Bioinform. 17: 51 (2016) - 2013
- [c8]Shantanu Singh, Yan Wang, Lei Ding:
Who is repinning?: predicting a brand's user interactions using social media retrieval. MDMKDD 2013: 1:1-1:9 - 2012
- [c7]Thierry Pécot, Shantanu Singh, Enrico Caserta, Kun Huang, Raghu Machiraju, Gustavo Leone:
Non parametric cell nuclei segmentation based on a tracking over depth from 3D fluorescence confocal images. ISBI 2012: 170-173 - 2011
- [j1]Firdaus Janoos, Raghu Machiraju, Shantanu Singh, István Ákos Mórocz:
Spatio-temporal models of mental processes from fMRI. NeuroImage 57(2): 362-377 (2011) - [c6]Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Gustavo Leone, Jens Rittscher, Raghu Machiraju:
Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning. IPMI 2011: 398-410 - [c5]Firdaus Janoos, Shantanu Singh, Raghu Machiraju, William M. Wells III, István Ákos Mórocz:
State-Space Models of Mental Processes from fMRI. IPMI 2011: 588-599 - [c4]Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju:
Non-parametric Population Analysis of Cellular Phenotypes. MICCAI (2) 2011: 343-351 - 2010
- [c3]Shantanu Singh, Sundaresan Raman, Enrico Caserta, Gustavo Leone, Michael C. Ostrowski, Jens Rittscher, Raghu Machiraju:
Analysis of spatial variation of nuclear morphology in tissue microenvironments. ISBI 2010: 1293-1296
2000 – 2009
- 2008
- [c2]Shantanu Singh, Kishore Mosaliganti, Raghu Machiraju:
Microstructure preserving synthesis of biomedical images. ISBI 2008: 404-407 - 2007
- [c1]Firdaus Janoos, Shantanu Singh, M. Okan Irfanoglu, Raghu Machiraju, Richard E. Parent:
Activity Analysis Using Spatio-Temporal Trajectory Volumes in Surveillance Applications. IEEE VAST 2007: 3-10
Coauthor Index
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