HE
Hunter Elliott
Cell Movementcs.CVantimicrobialsArtificial IntelligencebioinformaticsBiomarkers, TumorBiosensing TechniquesBreast NeoplasmsCarcinoma, Non-Small-Cell LungCarcinoma, Transitional Cell
On Valency
published · living versionsW_dzz75fay·v1 · currentpublished
Probabilistic Steering of Generative Priors for Lab-in-the-Loop Antibody Optimization
with Anisha Parsan, Sebastian Ober, Calvin McCarter, Nick Bhattacharya
1 version
Preprints & journals
27 papers in the corpus · 2009–2025Deployment of a Machine Learning Algorithm in a Real-World Cohort for Quality Control Monitoring of Human Epidermal Growth Factor-2-Stained Clinical Specimens in Breast Cancer.39689721 · Glass, Benjamin, Vandenberghe, Michel E, Chavali, Surya Teja et al.2025 · 1 citationArchives of pathology & laboratory medicine. 2025;149(8):751-760
AI-based automation of enrollment criteria and endpoint assessment in clinical trials in liver diseases.39112795 · Iyer, Janani S, Juyal, Dinkar, Le, Quang et al.2024 · 50 citationsNature medicine. 2024;30(10):2914-2923
AI-based histologic scoring enables automated and reproducible assessment of enrollment criteria and endpoints in NASH clinical trials.37162870 · Iyer, Janani S, Pokkalla, Harsha, Biddle-Snead, Charles et al.2026 · 13 citationsmedRxiv : the preprint server for health sciences. 2023
Exploring Complex Dynamical Systems via Nonconvex Optimization2301.00923v1 · Hunter Elliott2023 · 0 citationsarXiv
Association of artificial intelligence-powered and manual quantification of programmed death-ligand 1 (PD-L1) expression with outcomes in patients treated with nivolumab ± ipilimumab.35840720 · Baxi, Vipul, Lee, George, Duan, Chunzhe et al.2022 · 66 citationsModern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc. 2022;35(11):1529-1539
A Machine Learning Approach Enables Quantitative Measurement of Liver Histology and Disease Monitoring in NASH.33570776 · Taylor-Weiner, Amaro, Pokkalla, Harsha, Han, Ling et al.2022 · 195 citationsHepatology (Baltimore, Md.). 2021;74(1):133-147
Human-interpretable image features derived from densely mapped cancer pathology slides predict diverse molecular phenotypes.33712588 · Diao, James A, Wang, Jason K, Chui, Wan Fung et al.2021 · 269 citationsNature communications. 2021;12(1):1613
Dense, high-resolution mapping of cells and tissues from pathology images for the interpretable prediction of molecular phenotypes in cancer10.1101/2020.08.02.233197v2 · Diao, J. A., Chui, W. F., Wang, J. K. et al.2020 · 11 citationsbioRxiv
Highly Multiplexed Fluorescence in Situ Hybridization for in Situ Genomics.30862547 · Onozato, Maristela L, Yapp, Clarence, Richardson, Douglas et al.2020 · 21 citationsThe Journal of molecular diagnostics : JMD. 2019;21(3):390-407
The organization of leukotriene biosynthesis on the nuclear envelope revealed by single molecule localization microscopy and computational analyses.30735559 · Schmider, Angela B, Vaught, Melissa, Bauer, Nicholas C et al.2019 · 8 citationsPloS one. 2019;14(2):e0211943
Development of MAST: A Microscopy-Based Antimicrobial Susceptibility Testing Platform.28837780 · Smith, Kenneth P, Richmond, David L, Brennan-Krohn, Thea et al.2018 · 36 citationsSLAS technology. 2017;22(6):662-674
DeadNet: Identifying Phototoxicity from Label-free Microscopy Images of Cells using Deep ConvNets1701.06109v1 · David Richmond, Anna Payne-Tobin Jost, Talley Lambert et al.2017 · 8 citationsarXiv
Microscale arrays for the profiling of start and stop signals coordinating human-neutrophil swarming.29057147 · Reátegui, Eduardo, Jalali, Fatemeh, Khankhel, Aimal H et al.2021 · 97 citationsNature biomedical engineering. 2017;1
Finding Mirror Symmetry via Registration1611.05971v2 · Marcelo Cicconet, David G. C. Hildebrand, Hunter Elliott2016 · 3 citationsarXiv
Coordinated integrin activation by actin-dependent force during T-cell migration.27721490 · Nordenfelt, Pontus, Elliott, Hunter L, Springer, Timothy A2018 · 172 citationsNature communications. 2016;7:13119
Purkinje Cells Directly Inhibit Granule Cells in Specialized Regions of the Cerebellar Cortex.27593180 · Guo, Chong, Witter, Laurens, Rudolph, Stephanie et al.2017 · 87 citationsNeuron. 2016;91(6):1330-1341
The RNA-binding protein SFPQ orchestrates an RNA regulon to promote axon viability.27019013 · Cosker, Katharina E, Fenstermacher, Sara J, Pazyra-Murphy, Maria F et al.2017 · 159 citationsNature neuroscience. 2016;19(5):690-696
Dynamics of Snake-like Swarming Behavior of Vibrio alginolyticus.26910435 · Böttcher, Thomas, Elliott, Hunter L, Clardy, Jon2016 · 20 citationsBiophysical journal. 2016;110(4):981-92
Functional hierarchy of redundant actin assembly factors revealed by fine-grained registration of intrinsic image fluctuations.26273703 · Lee, Kwonmoo, Elliott, Hunter L, Oak, Youbean et al.2019 · 74 citationsCell systems. 2015;1(1):37-50
Cytoplasmic dynein is required for the spatial organization of protein aggregates in filamentous fungi.25865884 · Egan, Martin J, McClintock, Mark A, Hollyer, Ian H L et al.2016 · 26 citationsCell reports. 2015;11(2):201-9
A direct GABAergic output from the basal ganglia to frontal cortex.25739505 · Saunders, Arpiar, Oldenburg, Ian A, Berezovskii, Vladimir K et al.2016 · 293 citationsNature. 2015;521(7550):85-9
Myosin II controls cellular branching morphogenesis and migration in three dimensions by minimizing cell-surface curvature.25621949 · Elliott, Hunter, Fischer, Robert S, Myers, Kenneth A et al.2015 · 126 citationsNature cell biology. 2015;17(2):137-47
Fluctuation analysis of activity biosensor images for the study of information flow in signaling pathways.23280114 · Vilela, Marco, Halidi, Nadia, Besson, Sebastien et al.2013 · 29 citationsMethods in enzymology. 2013;519:253-76
Imaging the coordination of multiple signalling activities in living cells.22016058 · Welch, Christopher M, Elliott, Hunter, Danuser, Gaudenz et al.2011 · 144 citationsNature reviews. Molecular cell biology. 2011;12(11):749-56
ERK-MAPK drives lamellipodia protrusion by activating the WAVE2 regulatory complex.21419341 · Mendoza, Michelle C, Er, E Emrah, Zhang, Wenjuan et al.2011 · 173 citationsMolecular cell. 2011;41(6):661-71
Kinetochore alignment within the metaphase plate is regulated by centromere stiffness and microtubule depolymerases.20212316 · Jaqaman, Khuloud, King, Emma M, Amaro, Ana C et al.2010 · 143 citationsThe Journal of cell biology. 2010;188(5):665-79
Coordination of Rho GTPase activities during cell protrusion.19693013 · Machacek, Matthias, Hodgson, Louis, Welch, Christopher et al.2009 · 1,000 citationsNature. 2009;461(7260):99-103
Career total: 47 works. 27 are in this corpus.
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