Integrating chemical structures as treatments improves representations of microscopy images for morphological profiling

• Yemin Yu ,

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

  ¶‡ Work primarily done during an internship at Microsoft Research.

  Affiliation Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong

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• Emre Hayir,

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

  Affiliation Microsoft Research, Cambridge, Boston, Massachusetts, United States of America

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• Neil Tenenholtz,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Microsoft Research, Cambridge, Boston, Massachusetts, United States of America

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• Lester Mackey,

  Roles Conceptualization, Supervision, Writing – review & editing

  Affiliation Microsoft Research, Cambridge, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0002-1102-0387

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• Ying Wei,

  Roles Project administration, Supervision, Writing – review & editing

  Affiliation Department of Computer Science, Zhejiang University, Hangzhou, China

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• David Alvarez-Melis,

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

  Affiliation Microsoft Research, Cambridge, Boston, Massachusetts, United States of America

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• Ava P. Amini,

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

  Affiliation Microsoft Research, Cambridge, Boston, Massachusetts, United States of America

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• Alex X. Lu

  Roles Conceptualization, Data curation, Methodology, Project administration, Supervision, Writing – original draft, Writing – review & editing

  * E-mail: lualex@microsoft.com

  Affiliation Microsoft Research, Cambridge, Boston, Massachusetts, United States of America

  https://orcid.org/0000-0001-9568-3155

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