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Author Details

Gustavo K Rohde
University of Virginia
2003
67
21
Emma Lundberg (CM4AI)
PMIDPaper TitleJournal TitlePublished Year
36776820Transport-based morphometry of nuclear structures of digital pathology images in cancers.ArXiv2023
37706762Transport model for the propagation of partially coherent, partially polarized, polarization-gradient vector beams.J Opt Soc Am A Opt Image Sci Vis2023
33406036Video-Based Facial Weakness Analysis.IEEE Trans Biomed Eng2021
35547330PARTITIONING SIGNAL CLASSES USING TRANSPORT TRANSFORMS FOR DATA ANALYSIS AND MACHINE LEARNING.Sampl Theory Signal Process Data Anal2021
35464640Radon Cumulative Distribution Transform Subspace Modeling for Image Classification.J Math Imaging Vis2021
33836609Reply to Roemer and Guermazi: Early biochemical changes on MRI can predict risk of symptomatic progression.Proc Natl Acad Sci U S A2021
34263751Transport-based pattern recognition versus deep neural networks in underwater OAM communications.J Opt Soc Am A Opt Image Sci Vis2021
32958644Enabling early detection of osteoarthritis from presymptomatic cartilage texture maps via transport-based learning.Proc Natl Acad Sci U S A2020
32040260Cell Image Classification: A Comparative Overview.Cytometry A2020
31944968Facial Weakness Analysis and Quantification of Static Images.IEEE J Biomed Health Inform2020
32792833Neural Networks, Hypersurfaces, and the Generalized Radon Transform.IEEE Signal Process Mag2020
32733121Parametric Signal Estimation Using the Cumulative Distribution Transform.IEEE Trans Signal Process2020
30530374Label-Efficient Breast Cancer Histopathological Image Classification.IEEE J Biomed Health Inform2019
29994380SetSVM: An Approach to Set Classification in Nuclei-Based Cancer Detection.IEEE J Biomed Health Inform2019
30548558Methods to label, image, and analyze the complex structural architectures of microvascular networks.Microcirculation2019
29117580Discovery and visualization of structural biomarkers from MRI using transport-based morphometry.Neuroimage2018
29877400Transport-based model for turbulence-corrupted imagery.Appl Opt2018
29475257De-multiplexing vortex modes in optical communications using transport-based pattern recognition.Opt Express2018
28966838Impact of Altering Various Image Parameters on Human Epidermal Growth Factor Receptor 2 Image Analysis Data Quality.J Pathol Inform2017
29962824Optimal Mass Transport: Signal processing and machine-learning applications.IEEE Signal Process Mag2017
30233108A Transportation <i>L<sup>p</sup></i> Distance for Signal Analysis.J Math Imaging Vis2017
28410112Epithelium-Stroma Classification via Convolutional Neural Networks and Unsupervised Domain Adaptation in Histopathological Images.IEEE J Biomed Health Inform2017
28480118Predictive Nuclear Chromatin Characteristics of Melanoma and Dysplastic Nevi.J Pathol Inform2017
28242295Analysis of live cell images: Methods, tools and opportunities.Methods2017
26685245The Radon Cumulative Distribution Transform and Its Application to Image Classification.IEEE Trans Image Process2016
28066682Detecting and segmenting cell nuclei in two-dimensional microscopy images.J Pathol Inform2016
27560544A supervised learning framework for pancreatic islet segmentation with multi-scale color-texture features and rolling guidance filters.Cytometry A2016
26858466A continuous linear optimal transport approach for pattern analysis in image datasets.Pattern Recognit2016
25598227Detection of malignant mesothelioma using nuclear structure of mesothelial cells in effusion cytology specimens.Cytometry A2015
26357274Extraction of Individual Filaments from 2D Confocal Microscopy Images of Flat Cells.IEEE/ACM Trans Comput Biol Bioinform2015
26624011Automated Learning of Subcellular Variation among Punctate Protein Patterns and a Generative Model of Their Relation to Microtubules.PLoS Comput Biol2015
26354424Joint modeling of cell and nuclear shape variation.Mol Biol Cell2015
26476347Valproic Acid Limits Pancreatic Recovery after Pancreatitis by Inhibiting Histone Deacetylases and Preventing Acinar Redifferentiation Programs.Am J Pathol2015
25929965The influence of surgical correction on white matter microstructural integrity in rabbits with familial coronal suture craniosynostosis.Neurosurg Focus2015
25808302Computational analysis of cell images.Cytometry A2015
25556529Localizing and extracting filament distributions from microscopy images.J Microsc2015
24550445Detecting and visualizing cell phenotype differences from microscopy images using transport-based morphometry.Proc Natl Acad Sci U S A2014
25250190Carnegie Mellon University bioimaging day 2014: Challenges and opportunities in digital pathology.J Pathol Inform2014
25343460A computer-based automated algorithm for assessing acinar cell loss after experimental pancreatitis.PLoS One2014
24835183Accurate diagnosis of thyroid follicular lesions from nuclear morphology using supervised learning.Med Image Anal2014
24761294Robust efficient estimation of heart rate pulse from video.Biomed Opt Express2014
24910485Cancer diagnosis by nuclear morphometry using spatial information <sup>.</sup>Pattern Recognit Lett2014
23568787A flexible and robust approach for segmenting cell nuclei from 2D microscopy images using supervised learning and template matching.Cytometry A2013
24109639New methods for quantifying and visualizing information from images of cells: An overview.Annu Int Conf IEEE Eng Med Biol Soc2013
23729991A linear optimal transportation framework for quantifying and visualizing variations in sets of images.Int J Comput Vis2013
23458491Localizing and extracting filament distributions from microscopy images.J Microsc2013
22777818Toward the virtual cell: automated approaches to building models of subcellular organization "learned" from microscopy images.Bioessays2012
24955540Altered cell mechanics from the inside: dispersed single wall carbon nanotubes integrate with and restructure actin.J Funct Biomater2012
23209697Estimating microtubule distributions from 2D immunofluorescence microscopy images reveals differences among human cultured cell lines.PLoS One2012
22987507High-throughput arrays for rapid characterization of solution-processable transparent conducting electrodes.Small2012
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Collaborators

Robert F Murphy
Carnegie Mellon University
Co-authored papers 8
Aabid Shariff
Carnegie Mellon University
Co-authored papers 4
Jieyue Li
Center for Bioimage Informatics, Carnegie Mellon University
Co-authored papers 3
Andrew M Southerland
The University of Virginia
Co-authored papers 2
Stefano Marenco
Co-authored papers 2
Rajendra Singh
Co-authored papers 2
Alexandre J S Ribeiro
Center for Drug Evaluation and Research
Co-authored papers 2
Mohammad R K Mofrad
University of California Berkeley
Co-authored papers 1
Natasha Ironside
University of Virginia Health System
Co-authored papers 1
Devin P Sullivan
KTH - Royal Institute of Technology
Co-authored papers 1
Mikaela Wiking
KTH - Royal Institute of Technology
Co-authored papers 1
Daniel R Weinberger
Co-authored papers 1
Wendy Fellows-Mayle
Co-authored papers 1
Emma Lundberg (CM4AI)
Stanford University
Co-authored papers 1
Laura J Niedernhofer
University of Minnesota
Co-authored papers 1
Release 1.2