{"id":"https://openalex.org/W7204621986","doi":"https://doi.org/10.2139/ssrn.7361027","title":"A Multimodal Perturbation Atlas Defines the Phenotypic Resolution of Cellular Morphology","display_name":"A Multimodal Perturbation Atlas Defines the Phenotypic Resolution of Cellular Morphology","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7204621986","doi":"https://doi.org/10.2139/ssrn.7361027"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.7361027","doi":"https://doi.org/10.2139/ssrn.7361027","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7361027","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2139/ssrn.7361027","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5013677980","display_name":"Chad Liu","orcid":"https://orcid.org/0000-0002-8345-8847","observed_orcids":["https://orcid.org/0000-0002-8345-8847"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chad Liu","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0002-8345-8847","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039102350","display_name":"Alexander V. Hillsley","orcid":"https://orcid.org/0000-0001-7920-2104","observed_orcids":["https://orcid.org/0000-0001-7920-2104"]},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]},{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander  V. Hillsley","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub","University of Texas at Austin, Texas, United States"],"raw_orcid":"https://orcid.org/0000-0001-7920-2104","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]},{"raw_affiliation_string":"University of Texas at Austin, Texas, United States","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128148568","display_name":"Madhurya Sekhar","orcid":"https://orcid.org/0009-0002-9205-9351","observed_orcids":["https://orcid.org/0009-0002-9205-9351"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Madhurya Sekhar","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137555876","display_name":"Cassidy Jones","orcid":"https://orcid.org/0009-0005-1794-7633","observed_orcids":["https://orcid.org/0009-0005-1794-7633"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cassidy Jones","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0009-0005-1794-7633","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033557077","display_name":"Gabriel Sturm","orcid":"https://orcid.org/0000-0002-7280-4310","observed_orcids":["https://orcid.org/0000-0002-7280-4310"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Gabriel Sturm","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028107277","display_name":"Taihei Fujimori","orcid":"https://orcid.org/0000-0003-3010-3046","observed_orcids":["https://orcid.org/0000-0003-3010-3046"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Taihei Fujimori","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137552298","display_name":"Diane Wiener","orcid":"https://orcid.org/0000-0002-4063-1865","observed_orcids":["https://orcid.org/0000-0002-4063-1865"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Diane Wiener","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110281196","display_name":"Karen W. Cheng","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Karen Cheng","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028752260","display_name":"Talon Chandler","orcid":"https://orcid.org/0000-0002-3033-674X","observed_orcids":["https://orcid.org/0000-0002-3033-674X"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Talon Chandler","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0002-3033-674X","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005699738","display_name":"Alexander Lin","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alexander Lin","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080513902","display_name":"Duo Peng","orcid":"https://orcid.org/0000-0001-7540-8623","observed_orcids":["https://orcid.org/0000-0001-7540-8623"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Duo Peng","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0001-7540-8623","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004551097","display_name":"Max Frank","orcid":"https://orcid.org/0000-0001-8961-9739","observed_orcids":["https://orcid.org/0000-0001-8961-9739"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Max Frank","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046301988","display_name":"Leah C. Dorman","orcid":"https://orcid.org/0000-0002-5511-887X","observed_orcids":["https://orcid.org/0000-0002-5511-887X"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Leah Dorman","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0002-5511-887X","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025756351","display_name":"Ilakkiyan Jeyakumar","orcid":"https://orcid.org/0000-0002-6973-9167","observed_orcids":["https://orcid.org/0000-0002-6973-9167"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ilakkiyan Jeyakumar","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077199627","display_name":"Ivan E. Ivanov","orcid":"https://orcid.org/0000-0001-6389-0213","observed_orcids":["https://orcid.org/0000-0001-6389-0213"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ivan Ivanov","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0001-6389-0213","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067714393","display_name":"Lin Luan","orcid":"https://orcid.org/0000-0003-4285-6563","observed_orcids":["https://orcid.org/0000-0003-4285-6563"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lin Luan","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0003-4285-6563","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114621573","display_name":"Greg Courville","orcid":"https://orcid.org/0000-0002-6396-9017","observed_orcids":["https://orcid.org/0000-0002-6396-9017"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Greg Courville","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5156477223","display_name":"Chris Charlton","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Charlton","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011559741","display_name":"Eduardo Hirata-Miyasaki","orcid":"https://orcid.org/0000-0002-1016-2447","observed_orcids":["https://orcid.org/0000-0002-1016-2447"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo Hirata-Miyasaki","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123793035","display_name":"Sydney Ripsky","orcid":"https://orcid.org/0009-0006-5854-0087","observed_orcids":["https://orcid.org/0009-0006-5854-0087"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sydney Ripsky","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0009-0006-5854-0087","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001181907","display_name":"Ziwen Liu","orcid":"https://orcid.org/0000-0001-7482-1299","observed_orcids":["https://orcid.org/0000-0001-7482-1299"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziwen Liu","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058357376","display_name":"Ritvik Vasan","orcid":"https://orcid.org/0000-0002-3225-9557","observed_orcids":["https://orcid.org/0000-0002-3225-9557"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ritvik Vasan","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069859821","display_name":"Kyle Harrington","orcid":"https://orcid.org/0000-0002-7237-1973","observed_orcids":["https://orcid.org/0000-0002-7237-1973"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Harrington","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033756097","display_name":"Kyle Awayan","orcid":"https://orcid.org/0000-0002-4442-3270","observed_orcids":["https://orcid.org/0000-0002-4442-3270"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyle Awayan","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075058787","display_name":"Trang H. Le","orcid":"https://orcid.org/0000-0002-1106-2034","observed_orcids":["https://orcid.org/0000-0002-1106-2034"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Trang Le","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0002-1106-2034","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057981573","display_name":"Yiyun Rao","orcid":"https://orcid.org/0000-0003-0296-3073","observed_orcids":["https://orcid.org/0000-0003-0296-3073"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yiyun Rao","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0003-0296-3073","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073532565","display_name":"Giovanni Palla","orcid":"https://orcid.org/0000-0002-8004-4462","observed_orcids":["https://orcid.org/0000-0002-8004-4462"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Giovanni Palla","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021545911","display_name":"Vincent Turon\u2010Lagot","orcid":"https://orcid.org/0000-0003-2983-0684","observed_orcids":["https://orcid.org/0000-0003-2983-0684"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vincent Turon-Lagot","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0003-2983-0684","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5099022513","display_name":"Miguel Cid-Rosas","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Miguel Cid-Rosas","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053978466","display_name":"Carolina Arias","orcid":"https://orcid.org/0000-0002-4445-0826","observed_orcids":["https://orcid.org/0000-0002-4445-0826"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carolina Arias","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014284483","display_name":"Brian C. DeFelice","orcid":"https://orcid.org/0000-0001-8243-0300","observed_orcids":["https://orcid.org/0000-0001-8243-0300"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian DeFelice","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0001-8243-0300","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005370974","display_name":"Joshua Eric Elias","orcid":"https://orcid.org/0000-0002-8063-3259","observed_orcids":["https://orcid.org/0000-0002-8063-3259"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Josh Elias","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057844463","display_name":"Norma F Neff","orcid":"https://orcid.org/0000-0001-7141-5420","observed_orcids":["https://orcid.org/0000-0001-7141-5420"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Norma Neff","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub, 499 Illinois Street, San Francisco, CA 94158, United States"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub, 499 Illinois Street, San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013525493","display_name":"Alan R. Lowe","orcid":"https://orcid.org/0000-0002-0558-3597","observed_orcids":["https://orcid.org/0000-0002-0558-3597"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alan Lowe","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006504779","display_name":"Shalin B. Mehta","orcid":"https://orcid.org/0000-0002-2542-3582","observed_orcids":["https://orcid.org/0000-0002-2542-3582"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shalin Mehta","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043933183","display_name":"L\u00f6\u0131c A. Royer","orcid":"https://orcid.org/0000-0002-9991-9724","observed_orcids":["https://orcid.org/0000-0002-9991-9724"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Loic Royer","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0002-9991-9724","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051187083","display_name":"Rafael G\u00f3mez-Sj\u00f6berg","orcid":"https://orcid.org/0000-0001-8017-9669","observed_orcids":["https://orcid.org/0000-0001-8017-9669"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rafael Gomez-Sjoberg","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub"],"raw_orcid":"https://orcid.org/0000-0001-8017-9669","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub","institution_ids":["https://openalex.org/I97018004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037160173","display_name":"Manuel D. Leonetti","orcid":"https://orcid.org/0000-0002-4881-405X","observed_orcids":["https://orcid.org/0000-0002-4881-405X"]},"institutions":[{"id":"https://openalex.org/I97018004","display_name":"Stanford University","ror":"https://ror.org/00f54p054","country_code":"US","type":"education","lineage":["https://openalex.org/I97018004"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Manuel  D. Leonetti","raw_affiliation_strings":["Stanford University - Chan Zuckerberg Biohub, 499 Illinois Street, San Francisco, CA 94158, United States"],"raw_orcid":"https://orcid.org/0000-0002-4881-405X","affiliations":[{"raw_affiliation_string":"Stanford University - Chan Zuckerberg Biohub, 499 Illinois Street, San Francisco, CA 94158, United States","institution_ids":["https://openalex.org/I97018004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5037160173"],"corresponding_institution_ids":["https://openalex.org/I97018004"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.3434999883174896,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.3434999883174896,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11897","display_name":"Digital Holography and Microscopy","score":0.32010000944137573,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.26589998602867126,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cell-morphology","display_name":"cell morphology","score":0.8169999718666077},{"id":"https://openalex.org/keywords/quantitative-phase-imaging","display_name":"quantitative phase imaging","score":0.7120000123977661},{"id":"https://openalex.org/keywords/a549-cells","display_name":"A549 cells","score":0.9129999876022339},{"id":"https://openalex.org/keywords/live-cell-imaging","display_name":"live-cell imaging","score":0.6970000267028809},{"id":"https://openalex.org/keywords/single-cell-rna-sequencing","display_name":"single-cell RNA sequencing","score":0.7900000214576721},{"id":"https://openalex.org/keywords/fluorescence-microscopy","display_name":"fluorescence microscopy","score":0.7979999780654907},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.4749999940395355}],"concepts":[{"id":"https://openalex.org/C127716648","wikidata":"https://www.wikidata.org/wiki/Q104053","display_name":"Phenotype","level":3,"score":0.5698999762535095},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.5684000253677368},{"id":"https://openalex.org/C169274487","wikidata":"https://www.wikidata.org/wiki/Q840211","display_name":"Fluorescence microscope","level":3,"score":0.5508000254631042},{"id":"https://openalex.org/C147080431","wikidata":"https://www.wikidata.org/wiki/Q1074953","display_name":"Microscopy","level":2,"score":0.5460000038146973},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.5074999928474426},{"id":"https://openalex.org/C57477423","wikidata":"https://www.wikidata.org/wiki/Q1434196","display_name":"Fluorescence-lifetime imaging microscopy","level":3,"score":0.4659999907016754},{"id":"https://openalex.org/C2994073649","wikidata":"https://www.wikidata.org/wiki/Q7180908","display_name":"Phase imaging","level":3,"score":0.45879998803138733},{"id":"https://openalex.org/C151193507","wikidata":"https://www.wikidata.org/wiki/Q898815","display_name":"Phase contrast microscopy","level":2,"score":0.448199987411499},{"id":"https://openalex.org/C15526883","wikidata":"https://www.wikidata.org/wiki/Q6657126","display_name":"Live cell imaging","level":3,"score":0.43950000405311584},{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.43950000405311584},{"id":"https://openalex.org/C3020199158","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"High resolution","level":2,"score":0.40689998865127563},{"id":"https://openalex.org/C2776950831","wikidata":"https://www.wikidata.org/wiki/Q15635432","display_name":"Single-cell analysis","level":3,"score":0.39070001244544983},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3684999942779541},{"id":"https://openalex.org/C96305047","wikidata":"https://www.wikidata.org/wiki/Q367473","display_name":"F\u00f6rster resonance energy transfer","level":3,"score":0.3587000072002411},{"id":"https://openalex.org/C166936260","wikidata":"https://www.wikidata.org/wiki/Q7642959","display_name":"Super-resolution microscopy","level":4,"score":0.33629998564720154},{"id":"https://openalex.org/C2993775838","wikidata":"https://www.wikidata.org/wiki/Q14943002","display_name":"Video microscopy","level":2,"score":0.31459999084472656},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.3075000047683716},{"id":"https://openalex.org/C98108389","wikidata":"https://www.wikidata.org/wiki/Q412563","display_name":"CRISPR","level":3,"score":0.3059999942779541},{"id":"https://openalex.org/C2993546912","wikidata":"https://www.wikidata.org/wiki/Q591022","display_name":"Direct imaging","level":2,"score":0.30079999566078186},{"id":"https://openalex.org/C2994092119","wikidata":"https://www.wikidata.org/wiki/Q1881849","display_name":"Cellular pathology","level":2,"score":0.28949999809265137},{"id":"https://openalex.org/C2992708514","wikidata":"https://www.wikidata.org/wiki/Q48968323","display_name":"Quantitative biology","level":2,"score":0.2847999930381775},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.28279998898506165},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.2768999934196472},{"id":"https://openalex.org/C12554922","wikidata":"https://www.wikidata.org/wiki/Q7100","display_name":"Biophysics","level":1,"score":0.26910001039505005},{"id":"https://openalex.org/C2781188995","wikidata":"https://www.wikidata.org/wiki/Q6934982","display_name":"Multiplex","level":2,"score":0.26440000534057617},{"id":"https://openalex.org/C2994212657","wikidata":"https://www.wikidata.org/wiki/Q1057","display_name":"Cellular metabolism","level":3,"score":0.26440000534057617}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.2139/ssrn.7361027","doi":"https://doi.org/10.2139/ssrn.7361027","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7361027","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"}],"best_oa_location":{"id":"doi:10.2139/ssrn.7361027","doi":"https://doi.org/10.2139/ssrn.7361027","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.7361027","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4214805739","https://openalex.org/W7128606644","https://openalex.org/W4327552158","https://openalex.org/W4405633902","https://openalex.org/W4288368278","https://openalex.org/W2785088317","https://openalex.org/W7214641195","https://openalex.org/W7221443036","https://openalex.org/W7133539044","https://openalex.org/W2498090354"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-09T13:22:03.289127","created_date":"2026-08-30T00:00:00"}
