Classification of estrogenic compounds by coupling high content analysis and machine learning algorithms

• Rajib Mukherjee ,

  Contributed equally to this work with: Rajib Mukherjee, Burcu Beykal

  Roles Formal analysis, Investigation, Methodology, Software, Writing – review & editing

  Affiliation Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America

  http://orcid.org/0000-0002-4938-6210

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• Burcu Beykal ,

  Contributed equally to this work with: Rajib Mukherjee, Burcu Beykal

  Roles Investigation, Methodology, Software, Writing – original draft

  Affiliations Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America, Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America

  http://orcid.org/0000-0002-6967-6661

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• Adam T. Szafran,

  Roles Conceptualization, Data curation, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliation Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States of America

  http://orcid.org/0000-0002-3033-2378

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• Melis Onel,

  Roles Investigation, Methodology, Writing – review & editing

  Affiliations Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America, Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America

  http://orcid.org/0000-0002-7224-7374

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• Fabio Stossi,

  Roles Conceptualization, Investigation, Methodology, Supervision, Writing – review & editing

  Affiliations Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States of America, GCC Center for Advanced Microscopy and Image Informatics, Houston, TX, United States of America

  http://orcid.org/0000-0001-6029-5478

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• Maureen G. Mancini,

  Roles Investigation

  Affiliations Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States of America, GCC Center for Advanced Microscopy and Image Informatics, Houston, TX, United States of America

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• Dillon Lloyd,

  Roles Validation

  Affiliation Bioinformatics Research Center, Center for Human Health and the Environment, Department of Statistics, North Carolina State University, Raleigh, NC, United States of America

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• Fred A. Wright,

  Roles Funding acquisition, Validation

  Affiliation Bioinformatics Research Center, Center for Human Health and the Environment, Department of Statistics, North Carolina State University, Raleigh, NC, United States of America

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• Lan Zhou,

  Roles Conceptualization, Methodology, Supervision, Writing – review & editing

  Affiliation Department of Statistics, Texas A&M University, College Station, TX, United States of America

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• Michael A. Mancini,

  Roles Conceptualization, Funding acquisition, Supervision, Writing – review & editing

  Affiliations Molecular and Cellular Biology, Baylor College of Medicine, Houston, TX, United States of America, GCC Center for Advanced Microscopy and Image Informatics, Houston, TX, United States of America, Texas A&M University Institute for Bioscience and Technology, Houston, TX, United States of America, Pharmacology and Chemical Genomics, Baylor College of Medicine, Houston, TX, United States of America

  http://orcid.org/0000-0002-4862-1944

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• Efstratios N. Pistikopoulos

  Roles Funding acquisition, Supervision, Writing – review & editing

  * E-mail: stratos@tamu.edu

  Affiliations Texas A&M Energy Institute, Texas A&M University, College Station, TX, United States of America, Artie McFerrin Department of Chemical Engineering, Texas A&M University, College Station, TX, United States of America

  http://orcid.org/0000-0001-6220-818X

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