Shantanu Singh

According to our database, Shantanu Singh authored at least 31 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Insights into Drug Cardiotoxicity from Biological and Chemical Data: The First Public Classifiers for FDA Drug-Induced Cardiotoxicity Rank.

Srijit Seal, Ola Spjuth, Layla Hosseini-Gerami, Miguel García-Ortegón, Shantanu Singh, Andreas Bender, Anne E. Carpenter

J. Chem. Inf. Model., February, 2024

Capturing cell heterogeneity in representations of cell populations for image-based profiling using contrastive learning.

Robert van Dijk, John Arevalo, Mehrtash Babadi, Anne E. Carpenter, Shantanu Singh

PLoS Comput. Biol., 2024

Numerical and Lyapunov-Based Investigation of the Effect of Stenosis on Blood Transport Stability Using a Control-Theoretic PDE Model of Cardiovascular Flow.

Shantanu Singh, Nikolaos Bekiaris-Liberis

IEEE Control. Syst. Lett., 2024

Learning Molecular Representation in a Cell.

Gang Liu, Srijit Seal, John Arevalo, Zhenwen Liang, Anne E. Carpenter, Meng Jiang, Shantanu Singh

CoRR, 2024

MOTI<i>VE</i>: A Drug-Target Interaction Graph For Inductive Link Prediction.

John Arevalo, Ellen Su, Anne E. Carpenter, Shantanu Singh

CoRR, 2024

Understanding Biology in the Age of Artificial Intelligence.

Elsa Lawrence, Adham El-Shazly, Srijit Seal, Chaitanya K. Joshi, Pietro Liò, Shantanu Singh, Andreas Bender, Pietro Sormanni, Matthew Greenig

CoRR, 2024

2023

Second Order Systems on Hilbert Spaces with Nonlinear Damping.

Shantanu Singh, George Weiss

SIAM J. Control. Optim., August, 2023

Pseudo-Labeling Enhanced by Privileged Information and Its Application to In Situ Sequencing Images.

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

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

MultiFacet: A Multi-Tasking Framework for Speech-to-Sign Language Generation.

Mounika Kanakanti, Shantanu Singh, Manish Shrivastava

Proceedings of the International Conference on Multimodal Interaction, 2023

Incrementally passive infinite dimensional systems with a constrained state variable.

Shantanu Singh, Sébastien Fueyo, George Weiss

Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022

Predicting drug polypharmacology from cell morphology readouts using variational autoencoder latent space arithmetic.

Yuen Ler Chow, Shantanu Singh, Anne E. Carpenter, Gregory P. Way

PLoS Comput. Biol., 2022

A class of incrementally scattering-passive nonlinear systems.

Shantanu Singh, George Weiss, Marius Tucsnak

Autom., 2022

IndoLayout: Leveraging Attention for Extended Indoor Layout Estimation from an RGB Image.

Shantanu Singh, Jaidev Shriram, Shaantanu Kulkarni, Brojeshwar Bhowmick, K. Madhava Krishna

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Nonlinear perturbation of a class of conservative linear system.

Shantanu Singh, George Weiss

Proceedings of the 61st IEEE Conference on Decision and Control, 2022

2021

Abstract nonlinear control systems.

Shantanu Singh, George Weiss, Marius Tucsnak

Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2019

Capturing variations in nuclear phenotypes.

Sundaresan Raman, Shantanu Singh, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju

J. Comput. Sci., 2019

Smart Laptop Bag with Machine Learning for Activity Recognition.

Dwij Sukeshkumar Sheth, Shantanu Singh, Prakhar S. Mathur, Vydeki D

CoRR, 2019

Capturing Single-Cell Phenotypic Variation via Unsupervised Representation Learning.

Maxime W. Lafarge, Juan C. Caicedo, Anne E. Carpenter, Josien P. W. Pluim, Shantanu Singh, Mitko Veta

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2019

2018

Combining morphological and migration profiles of in vitro time-lapse data.

Tim Becker, Juan C. Caicedo, Shantanu Singh, Markus Weckmann, Anne E. Carpenter

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Weakly Supervised Learning of Single-Cell Feature Embeddings.

Juan C. Caicedo, Claire McQuin, Allen Goodman, Shantanu Singh, Anne E. Carpenter

Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018

2016

CP-CHARM: segmentation-free image classification made accessible.

Virginie Uhlmann, Shantanu Singh, Anne E. Carpenter

BMC Bioinform., 2016

CellProfiler Analyst: interactive data exploration, analysis and classification of large biological image sets.

David Dao, Adam Fraser, Jane Hung, Vebjorn Ljosa, Shantanu Singh, Anne E. Carpenter

Bioinform., 2016

2013

Who is repinning?: predicting a brand's user interactions using social media retrieval.

Shantanu Singh, Yan Wang, Lei Ding

Proceedings of the Thirteenth International Workshop on Multimedia Data Mining, 2013

2012

Non parametric cell nuclei segmentation based on a tracking over depth from 3D fluorescence confocal images.

Thierry Pécot, Shantanu Singh, Enrico Caserta, Kun Huang, Raghu Machiraju, Gustavo Leone

Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011

Spatio-temporal models of mental processes from fMRI.

Firdaus Janoos, Raghu Machiraju, Shantanu Singh, István Ákos Mórocz

NeuroImage, 2011

Non-parametric Population Analysis of Cellular Phenotypes.

Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Kun Huang, Jens Rittscher, Gustavo Leone, Raghu Machiraju

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2011, 2011

Identifying Nuclear Phenotypes Using Semi-supervised Metric Learning.

Shantanu Singh, Firdaus Janoos, Thierry Pécot, Enrico Caserta, Gustavo Leone, Jens Rittscher, Raghu Machiraju

Proceedings of the Information Processing in Medical Imaging, 2011

State-Space Models of Mental Processes from fMRI.

Firdaus Janoos, Shantanu Singh, Raghu Machiraju, William M. Wells III, István Ákos Mórocz

Proceedings of the Information Processing in Medical Imaging, 2011

2010

Analysis of spatial variation of nuclear morphology in tissue microenvironments.

Shantanu Singh, Sundaresan Raman, Enrico Caserta, Gustavo Leone, Michael C. Ostrowski, Jens Rittscher, Raghu Machiraju

Proceedings of the 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2010

2008

Microstructure preserving synthesis of biomedical images.

Shantanu Singh, Kishore Mosaliganti, Raghu Machiraju

Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

2007

Activity Analysis Using Spatio-Temporal Trajectory Volumes in Surveillance Applications.

Firdaus Janoos, Shantanu Singh, M. Okan Irfanoglu, Raghu Machiraju, Richard E. Parent

Proceedings of the 2nd IEEE Symposium on Visual Analytics Science and Technology, 2007