All papers authored by Artem Sokolov
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Paired evaluation of machine-learning models characterizes effects of confounders and outliers
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,
Bella Vakulenko-Lagun,
Bang Zheng ,
Colin Magdamo,
Bowen Su,
Kyle Evans,
Steve Rodriguez,
Artem Sokolov ,
Sarah Boswell ,
Yi-Han Sheu,
Melek Somai,
Lefkos Middleton,
Bradley T. Hyman ,
Rebecca A. Betensky,
Stan N. Finkelstein
and 5 other authors
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MITI minimum information guidelines for highly multiplexed tissue images
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Clarence Yapp ,
Jeremy L. Muhlich ,
Joshua Hess ,
Yu-An Chen,
Allison L. Creason ,
Ajit J. Nirmal,
Jia-Ren Lin ,
Gregory J. Baker ,
Maulik K. Nariya,
Matthew W. Hodgman,
Zoltan Maliga,
Juha Ruokonen,
Connor A. Jacobson
and 12 other authors
MCMICRO: a scalable, modular image-processing pipeline for multiplexed tissue imaging
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,
Sarah Boswell,
Yi-Han Sheu,
Melek Somai,
Lefkos Middleton,
Bradley T. Hyman,
Rebecca A. Betensky,
Stan N. Finkelstein
and 5 other authors
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Petar Todorov ,
Nienke Moret ,
Sarah A. Boswell ,
Kyle Evans,
George Zhou ,
Nathan T. Johnson ,
Bradley T. Hyman ,
Peter K. Sorger ,
Mark W. Albers ,
Artem Sokolov
Machine learning identifies candidates for drug repurposing in Alzheimer’s disease
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Karam P. Asmaro ,
Adam Robin,
Michael Rosenblum,
Tom Mikkelsen,
Jack Rock
and 7 other authors
A serum-based DNA methylation assay provides accurate detection of glioma
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Felix Y. Feng,
George V. Thomas,
Alana S. Weinstein,
Verena Friedl,
Can Zhang,
Owen N. Witte,
Paul Lloyd,
Martin Gleave,
Christopher P. Evans,
Jack Youngren,
Tomasz M. Beer
and 16 other authors
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Andrew J. Gentles,
Tomasz Burzykowski ,
Laila Poisson,
John N. Weinstein,
Bożena Kamińska ,
Joerg Huelsken,
Larsson Omberg,
Olivier Gevaert,
Antonio Colaprico,
Patrycja Czerwińska,
Sylwia Mazurek,
Lopa Mishra,
Holger Heyn
and 724 other authors
Machine Learning Identifies Stemness Features Associated with Oncogenic Dedifferentiation
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Joshua M. Stuart
Prophetic Granger Causality to infer gene regulatory networks
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Daniel E. Carlin,
Evan O. Paull,
Robert Baertsch,
Joshua M. Stuart
Pathway-Based Genomics Prediction using Generalized Elastic Net
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Joshua M. Stuart
One-Class Detection of Cell States in Tumor Subtypes
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,
Asa Ben-Hur
Hierarchical Classification of Gene Ontology Terms Using the GOstruct Method
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