Objective Clustering of Proteins Based on Subcellular Location Patterns

by Chen, Xiang, Murphy, Robert F.
Published 2005

Boosting accuracy of automated classification of fluorescence microscope images for location proteomics

by Huang, Kai, Murphy, Robert F
Published 2004

A graphical model approach to automated classification of protein subcellular location patterns in multi-cell images

by Chen, Shann-Ching, Murphy, Robert F
Published 2006

Protein subcellular location pattern classification in cellular images using latent discriminative models

by Li, Jieyue, Xiong, Liang, Schneider, Jeff, Murphy, Robert F.
Published 2012

Efficient discovery of responses of proteins to compounds using active learning

by Kangas, Joshua D, Naik, Armaghan W, Murphy, Robert F
Published 2014

Deciding when to stop: efficient experimentation to learn to predict drug-target interactions

by Temerinac-Ott, Maja, Naik, Armaghan W, Murphy, Robert F
Published 2015

A multiresolution approach to automated classification of protein subcellular location images

by Chebira, Amina, Barbotin, Yann, Jackson, Charles, Merryman, Thomas, Srinivasa, Gowri, Murphy, Robert F, Kovačević, Jelena
Published 2007

Title not available

by Wang, Yu-li, Hahn, Klaus M., Murphy, Robert F., Horwitz, Alan F.
Published 2006

From imaging to understanding: Frontiers in Live Cell Imaging, Bethesda, MD, April 19–21, 2006

by Wang, Yu-li, Hahn, Klaus M., Murphy, Robert F., Horwitz, Alan F.
Published 2006

Estimating Microtubule Distributions from 2D Immunofluorescence Microscopy Images Reveals Differences among Human Cultured Cell Lines

by Li, Jieyue, Shariff, Aabid, Wiking, Mikaela, Lundberg, Emma, Rohde, Gustavo K., Murphy, Robert F.
Published 2012

Automated Analysis and Reannotation of Subcellular Locations in Confocal Images from the Human Protein Atlas

by Li, Jieyue, Newberg, Justin Y., Uhlén, Mathias, Lundberg, Emma, Murphy, Robert F.
Published 2012

Efficient Modeling and Active Learning Discovery of Biological Responses

by Naik, Armaghan W., Kangas, Joshua D., Langmead, Christopher J., Murphy, Robert F.
Published 2013

Automated Learning of Subcellular Variation among Punctate Protein Patterns and a Generative Model of Their Relation to Microtubules

by Johnson, Gregory R., Li, Jieyue, Shariff, Aabid, Rohde, Gustavo K., Murphy, Robert F.
Published 2015

Joint modeling of cell and nuclear shape variation

by Johnson, Gregory R., Buck, Taraz E., Sullivan, Devin P., Rohde, Gustavo K., Murphy, Robert F.
Published 2015

Pediatric orthopaedic lower extremity trauma and venous thromboembolism

by Murphy, Robert F., Naqvi, Manahil, Miller, Patricia E., Feldman, Lanna, Shore, Benjamin J.
Published 2015

Active machine learning-driven experimentation to determine compound effects on protein patterns

by Naik, Armaghan W, Kangas, Joshua D, Sullivan, Devin P, Murphy, Robert F
Published 2016

Label-Free Detection of Neuronal Differentiation in Cell Populations Using High-Throughput Live-Cell Imaging of PC12 Cells

by Weber, Sebastian, Fernández-Cachón, María L., Nascimento, Juliana M., Knauer, Steffen, Offermann, Barbara, Murphy, Robert F., Boerries, Melanie, Busch, Hauke
Published 2013

Unbiased Rare Event Sampling in Spatial Stochastic Systems Biology Models Using a Weighted Ensemble of Trajectories

by Donovan, Rory M., Tapia, Jose-Juan, Sullivan, Devin P., Faeder, James R., Murphy, Robert F., Dittrich, Markus, Zuckerman, Daniel M.
Published 2016