{"id":"https://openalex.org/W3199175199","doi":"https://doi.org/10.1371/journal.pcbi.1009439","title":"Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders","display_name":"Partitioning variability in animal behavioral videos using semi-supervised variational autoencoders","publication_year":2021,"publication_date":"2021-09-22","ids":{"openalex":"https://openalex.org/W3199175199","doi":"https://doi.org/10.1371/journal.pcbi.1009439","mag":"3199175199","pmid":"https://pubmed.ncbi.nlm.nih.gov/34550974"},"language":"en","primary_location":{"id":"doi:10.1371/journal.pcbi.1009439","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009439","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1371/journal.pcbi.1009439","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038987995","display_name":"Matthew R Whiteway","orcid":"https://orcid.org/0000-0003-3756-1349"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew R. Whiteway","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Neuroscience, Columbia University, New York, New York, United States of America","Department of Statistics, Columbia University, New York, New York, United States of America","Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071084322","display_name":"Dan Biderman","orcid":"https://orcid.org/0000-0003-2054-8439"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dan Biderman","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Neuroscience, Columbia University, New York, New York, United States of America","Department of Statistics, Columbia University, New York, New York, United States of America","Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061374935","display_name":"Yoni Friedman","orcid":"https://orcid.org/0000-0003-4966-6869"},"institutions":[{"id":"https://openalex.org/I4210104429","display_name":"Institute of Cognitive and Brain Sciences","ror":"https://ror.org/01c3w3270","country_code":"US","type":"education","lineage":["https://openalex.org/I4210104429"]},{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yoni Friedman","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Boston, Massachusetts, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Brain and Cognitive Sciences, Massachusetts Institute of Technology, Boston, Massachusetts, United States of America","institution_ids":["https://openalex.org/I4210104429","https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004809068","display_name":"Mario Dipoppa","orcid":"https://orcid.org/0000-0002-4454-4224"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Mario Dipoppa","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088549773","display_name":"E. Kelly Buchanan","orcid":"https://orcid.org/0000-0003-1448-5662"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"E. Kelly Buchanan","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Neuroscience, Columbia University, New York, New York, United States of America","Department of Statistics, Columbia University, New York, New York, United States of America","Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034063987","display_name":"Anqi Wu","orcid":"https://orcid.org/0000-0002-7866-9455"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Anqi Wu","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Neuroscience, Columbia University, New York, New York, United States of America","Department of Statistics, Columbia University, New York, New York, United States of America","Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044271800","display_name":"John Zhou","orcid":"https://orcid.org/0000-0003-3565-5376"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John Zhou","raw_affiliation_strings":["Department of Computer Science, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083944156","display_name":"Niccol\u00f2 Bonacchi","orcid":"https://orcid.org/0000-0001-5228-6918"},"institutions":[{"id":"https://openalex.org/I113358080","display_name":"Champalimaud Foundation","ror":"https://ror.org/03g001n57","country_code":"PT","type":"facility","lineage":["https://openalex.org/I113358080"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Niccol\u00f2 Bonacchi","raw_affiliation_strings":["Champalimaud Centre for the Unknown, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Champalimaud Centre for the Unknown, Lisbon, Portugal","institution_ids":["https://openalex.org/I113358080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044192620","display_name":"Nathaniel J Miska","orcid":"https://orcid.org/0000-0001-8587-4919"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Nathaniel J. Miska","raw_affiliation_strings":["Sainsbury-Wellcome Centre for Neural Circuits and Behavior, University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Sainsbury-Wellcome Centre for Neural Circuits and Behavior, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018596092","display_name":"Jean\u2010Paul Noel","orcid":"https://orcid.org/0000-0001-5297-3363"},"institutions":[{"id":"https://openalex.org/I57206974","display_name":"New York University","ror":"https://ror.org/0190ak572","country_code":"US","type":"education","lineage":["https://openalex.org/I57206974"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jean-Paul Noel","raw_affiliation_strings":["Center for Neural Science, New York University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Neural Science, New York University, New York, New York, United States of America","institution_ids":["https://openalex.org/I57206974"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038923107","display_name":"Erica Rodriguez","orcid":"https://orcid.org/0000-0001-5966-714X"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Erica Rodriguez","raw_affiliation_strings":["Department of Neuroscience, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070456193","display_name":"Michael Schartner","orcid":"https://orcid.org/0000-0002-4854-3034"},"institutions":[{"id":"https://openalex.org/I113358080","display_name":"Champalimaud Foundation","ror":"https://ror.org/03g001n57","country_code":"PT","type":"facility","lineage":["https://openalex.org/I113358080"]}],"countries":["PT"],"is_corresponding":true,"raw_author_name":"Michael Schartner","raw_affiliation_strings":["Champalimaud Centre for the Unknown, Lisbon, Portugal"],"affiliations":[{"raw_affiliation_string":"Champalimaud Centre for the Unknown, Lisbon, Portugal","institution_ids":["https://openalex.org/I113358080"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085593722","display_name":"Karolina Socha","orcid":"https://orcid.org/0000-0002-1677-1489"},"institutions":[{"id":"https://openalex.org/I45129253","display_name":"University College London","ror":"https://ror.org/02jx3x895","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I45129253"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Karolina Socha","raw_affiliation_strings":["Institute of Ophthalmology, University College London, London, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Institute of Ophthalmology, University College London, London, United Kingdom","institution_ids":["https://openalex.org/I45129253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009268760","display_name":"Anne E Urai","orcid":"https://orcid.org/0000-0001-5270-6513"},"institutions":[{"id":"https://openalex.org/I121797337","display_name":"Leiden University","ror":"https://ror.org/027bh9e22","country_code":"NL","type":"education","lineage":["https://openalex.org/I121797337"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Anne E. Urai","raw_affiliation_strings":["Cognitive Psychology Unit, Leiden University, Leiden, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Cognitive Psychology Unit, Leiden University, Leiden, The Netherlands","institution_ids":["https://openalex.org/I121797337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004120484","display_name":"C. Daniel Salzman","orcid":"https://orcid.org/0000-0002-7501-5480"},"institutions":[{"id":"https://openalex.org/I33086117","display_name":"New York Psychoanalytic Society and Institute","ror":"https://ror.org/05azenf09","country_code":"US","type":"other","lineage":["https://openalex.org/I33086117"]},{"id":"https://openalex.org/I4388891851","display_name":"New York State Psychiatric Institute","ror":"https://ror.org/04aqjf708","country_code":null,"type":"healthcare","lineage":["https://openalex.org/I4388891851"]},{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"C. Daniel Salzman","raw_affiliation_strings":["Department of Neuroscience, Columbia University, New York, New York, United States of America","Department of Psychiatry, Columbia University, New York, New York, United States of America","Kavli Institute for Brain Sciences, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","New York State Psychiatric Institute, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Psychiatry, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Kavli Institute for Brain Sciences, New York, New York, United States of America","institution_ids":[]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"New York State Psychiatric Institute, New York, New York, United States of America","institution_ids":["https://openalex.org/I33086117","https://openalex.org/I4388891851"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030697996","display_name":"John P. Cunningham","orcid":"https://orcid.org/0000-0001-9125-3027"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"John P. Cunningham","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Statistics, Columbia University, New York, New York, United States of America","Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023278055","display_name":"Liam Paninski","orcid":"https://orcid.org/0000-0002-0276-7032"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Liam Paninski","raw_affiliation_strings":["Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","Department of Neuroscience, Columbia University, New York, New York, United States of America","Department of Statistics, Columbia University, New York, New York, United States of America","Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America"],"affiliations":[{"raw_affiliation_string":"Center for Theoretical Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Neuroscience, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Grossman Center for the Statistics of Mind, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]},{"raw_affiliation_string":"Mortimer B. Zuckerman Mind Brain Behavior Institute, Columbia University, New York, New York, United States of America","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":17,"corresponding_author_ids":["https://openalex.org/A5004120484","https://openalex.org/A5004809068","https://openalex.org/A5009268760","https://openalex.org/A5018596092","https://openalex.org/A5023278055","https://openalex.org/A5030697996","https://openalex.org/A5034063987","https://openalex.org/A5038923107","https://openalex.org/A5038987995","https://openalex.org/A5044192620","https://openalex.org/A5044271800","https://openalex.org/A5061374935","https://openalex.org/A5070456193","https://openalex.org/A5071084322","https://openalex.org/A5083944156","https://openalex.org/A5085593722","https://openalex.org/A5088549773"],"corresponding_institution_ids":["https://openalex.org/I113358080","https://openalex.org/I121797337","https://openalex.org/I33086117","https://openalex.org/I4210104429","https://openalex.org/I4388891851","https://openalex.org/I45129253","https://openalex.org/I57206974","https://openalex.org/I63966007","https://openalex.org/I78577930"],"apc_list":{"value":2655,"currency":"USD","value_usd":2655},"apc_paid":{"value":2655,"currency":"USD","value_usd":2655},"fwci":3.1533,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.92397123,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"17","issue":"9","first_page":"e1009439","last_page":"e1009439"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11685","display_name":"Zebrafish Biomedical Research Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell 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"}},"topics":[{"id":"https://openalex.org/T11685","display_name":"Zebrafish Biomedical Research Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1307","display_name":"Cell 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"}},{"id":"https://openalex.org/T11266","display_name":"Neuroinflammation and Neurodegeneration Mechanisms","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11228","display_name":"Bat Biology and Ecology Studies","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1105","display_name":"Ecology, Evolution, Behavior and Systematics"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7742115259170532},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7280938625335693},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6151896715164185},{"id":"https://openalex.org/keywords/animal-behavior","display_name":"Animal behavior","score":0.5561227202415466},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5311053395271301},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5144813060760498},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5088165402412415},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4432334899902344},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0953872799873352}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7742115259170532},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7280938625335693},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6151896715164185},{"id":"https://openalex.org/C2988419192","wikidata":"https://www.wikidata.org/wiki/Q7155","display_name":"Animal behavior","level":2,"score":0.5561227202415466},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5311053395271301},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5144813060760498},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5088165402412415},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4432334899902344},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0953872799873352},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C90856448","wikidata":"https://www.wikidata.org/wiki/Q431","display_name":"Zoology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000069558","descriptor_name":"Unsupervised Machine Learning","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":false},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001522","descriptor_name":"Behavior, Animal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008390","descriptor_name":"Markov Chains","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000706","qualifier_name":"statistics & numerical data","is_major_topic":true},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D051379","descriptor_name":"Mice","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":7,"locations":[{"id":"doi:10.1371/journal.pcbi.1009439","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009439","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},{"id":"pmid:34550974","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34550974","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLoS computational biology","raw_type":null},{"id":"pmh:oai:doaj.org/article:8c044a2fffaa489890ca5e3b6a6b6664","is_oa":true,"landing_page_url":"https://doaj.org/article/8c044a2fffaa489890ca5e3b6a6b6664","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, Vol 17, Iss 9, p e1009439 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:7382179","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC8489729","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8489729","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8489729","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Comput Biol","raw_type":"Text"},{"id":"pmh:oai:scholarlypublications.universiteitleiden.nl:item_3245357","is_oa":true,"landing_page_url":"https://hdl.handle.net/1887/3245357","pdf_url":null,"source":{"id":"https://openalex.org/S4306400850","display_name":"Leiden Repository (Leiden University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I121797337","host_organization_name":"Leiden University","host_organization_lineage":["https://openalex.org/I121797337"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology","raw_type":"Article / Letter to editor"},{"id":"pmh:ul:oai:scholarlypublications.universiteitleiden.nl:item_3245357","is_oa":true,"landing_page_url":"http://hdl.handle.net/1887/3245357","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"PLoS Computational Biology, 17(9)","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1371/journal.pcbi.1009439","is_oa":true,"landing_page_url":"https://doi.org/10.1371/journal.pcbi.1009439","pdf_url":null,"source":{"id":"https://openalex.org/S86033158","display_name":"PLoS Computational Biology","issn_l":"1553-734X","issn":["1553-734X","1553-7358"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310315706","host_organization_name":"Public Library of Science","host_organization_lineage":["https://openalex.org/P4310315706"],"host_organization_lineage_names":["Public Library of Science"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"PLOS Computational Biology","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1683104116","display_name":null,"funder_award_id":"209558","funder_id":"https://openalex.org/F4320307874","funder_display_name":"Wellcome"},{"id":"https://openalex.org/G235979419","display_name":null,"funder_award_id":"R21MH116348","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2626217064","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320307874","funder_display_name":"Wellcome"},{"id":"https://openalex.org/G3007344424","display_name":null,"funder_award_id":"DBI-1707398","funder_id":"https://openalex.org/F4320337398","funder_display_name":"Division of Biological Infrastructure"},{"id":"https://openalex.org/G3203870770","display_name":null,"funder_award_id":"RF1MH120680","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3331855351","display_name":null,"funder_award_id":"DBI-1707398","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3549828030","display_name":null,"funder_award_id":"NIH T32","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3858481138","display_name":null,"funder_award_id":"GAT3708","funder_id":"https://openalex.org/F4320320033","funder_display_name":"Gatsby Charitable Foundation"},{"id":"https://openalex.org/G396480408","display_name":null,"funder_award_id":"T32MH015144","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4253858762","display_name":null,"funder_award_id":"1707398","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G4275296803","display_name":null,"funder_award_id":"U19NS107613","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5782594569","display_name":null,"funder_award_id":"543023","funder_id":"https://openalex.org/F4320306164","funder_display_name":"Simons Foundation"},{"id":"https://openalex.org/G6081376452","display_name":null,"funder_award_id":"UF1NS107696","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6235840777","display_name":null,"funder_award_id":"T32NS064929","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6581193512","display_name":null,"funder_award_id":"216324","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G6605009349","display_name":null,"funder_award_id":"1707398","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6659127819","display_name":null,"funder_award_id":"542963","funder_id":"https://openalex.org/F4320306164","funder_display_name":"Simons Foundation"},{"id":"https://openalex.org/G6894402473","display_name":null,"funder_award_id":"Fellowship","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G750598742","display_name":null,"funder_award_id":"216324","funder_id":"https://openalex.org/F4320307874","funder_display_name":"Wellcome"},{"id":"https://openalex.org/G7623554378","display_name":null,"funder_award_id":"209558","funder_id":"https://openalex.org/F4320311904","funder_display_name":"Wellcome Trust"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320306164","display_name":"Simons Foundation","ror":"https://ror.org/01cmst727"},{"id":"https://openalex.org/F4320307874","display_name":"Wellcome","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320308318","display_name":"Helen Hay Whitney Foundation","ror":"https://ror.org/037ebw447"},{"id":"https://openalex.org/F4320308324","display_name":"McKnight Foundation","ror":"https://ror.org/003ghvj67"},{"id":"https://openalex.org/F4320311904","display_name":"Wellcome Trust","ror":"https://ror.org/029chgv08"},{"id":"https://openalex.org/F4320320033","display_name":"Gatsby Charitable Foundation","ror":"https://ror.org/0290hax27"},{"id":"https://openalex.org/F4320320891","display_name":"International Brain Research Organization","ror":"https://ror.org/0040b6869"},{"id":"https://openalex.org/F4320327945","display_name":"Deutsche Akademie der Naturforscher Leopoldina - Nationale Akademie der Wissenschaften","ror":"https://ror.org/03v0k6341"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337398","display_name":"Division of Biological Infrastructure","ror":"https://ror.org/04qn9mx93"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":110,"referenced_works":["https://openalex.org/W1136074057","https://openalex.org/W1485009520","https://openalex.org/W1522301498","https://openalex.org/W1598872146","https://openalex.org/W1909320841","https://openalex.org/W2034920727","https://openalex.org/W2083048709","https://openalex.org/W2102033338","https://openalex.org/W2103731208","https://openalex.org/W2121649028","https://openalex.org/W2123491442","https://openalex.org/W2142254043","https://openalex.org/W2150807068","https://openalex.org/W2154723612","https://openalex.org/W2170912900","https://openalex.org/W2171406132","https://openalex.org/W2188365844","https://openalex.org/W2202109488","https://openalex.org/W2219858099","https://openalex.org/W2261310161","https://openalex.org/W2337492206","https://openalex.org/W2415438529","https://openalex.org/W2434741482","https://openalex.org/W2464234964","https://openalex.org/W2469581795","https://openalex.org/W2527512918","https://openalex.org/W2527569769","https://openalex.org/W2552611751","https://openalex.org/W2586907386","https://openalex.org/W2612112834","https://openalex.org/W2621350877","https://openalex.org/W2622563070","https://openalex.org/W2683470288","https://openalex.org/W2753738274","https://openalex.org/W2765363933","https://openalex.org/W2766761127","https://openalex.org/W2781525085","https://openalex.org/W2787273002","https://openalex.org/W2796303840","https://openalex.org/W2804636914","https://openalex.org/W2809994596","https://openalex.org/W2883281127","https://openalex.org/W2887114371","https://openalex.org/W2890732907","https://openalex.org/W2892845759","https://openalex.org/W2902227449","https://openalex.org/W2903538854","https://openalex.org/W2937274403","https://openalex.org/W2941352015","https://openalex.org/W2944054712","https://openalex.org/W2949416428","https://openalex.org/W2949744699","https://openalex.org/W2950582740","https://openalex.org/W2951004968","https://openalex.org/W2951326654","https://openalex.org/W2951821872","https://openalex.org/W2952956973","https://openalex.org/W2953102055","https://openalex.org/W2954932437","https://openalex.org/W2955372735","https://openalex.org/W2956607501","https://openalex.org/W2959437489","https://openalex.org/W2962690557","https://openalex.org/W2962976271","https://openalex.org/W2963223306","https://openalex.org/W2963567641","https://openalex.org/W2963959907","https://openalex.org/W2964080999","https://openalex.org/W2964127395","https://openalex.org/W2966362508","https://openalex.org/W2970371569","https://openalex.org/W2976024218","https://openalex.org/W2980030724","https://openalex.org/W2982202918","https://openalex.org/W2989785130","https://openalex.org/W2990943996","https://openalex.org/W2991019415","https://openalex.org/W2995217470","https://openalex.org/W3005844337","https://openalex.org/W3014953422","https://openalex.org/W3015353158","https://openalex.org/W3015863411","https://openalex.org/W3016904080","https://openalex.org/W3024768658","https://openalex.org/W3029268462","https://openalex.org/W3035042347","https://openalex.org/W3035384127","https://openalex.org/W3037449978","https://openalex.org/W3043327744","https://openalex.org/W3044018404","https://openalex.org/W3045211471","https://openalex.org/W3047805832","https://openalex.org/W3051574499","https://openalex.org/W3081339554","https://openalex.org/W3087056597","https://openalex.org/W3098086214","https://openalex.org/W3098932858","https://openalex.org/W3101836990","https://openalex.org/W3103039383","https://openalex.org/W3103849663","https://openalex.org/W3132543336","https://openalex.org/W3162611316","https://openalex.org/W3189729281","https://openalex.org/W3216930742","https://openalex.org/W4226145027","https://openalex.org/W4286513803","https://openalex.org/W4309473115","https://openalex.org/W6751810238","https://openalex.org/W6779789559","https://openalex.org/W6785710523"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907","https://openalex.org/W3089231081","https://openalex.org/W2093956241","https://openalex.org/W2354420595"],"abstract_inverted_index":{"Recent":[0],"neuroscience":[1],"studies":[2],"demonstrate":[3,84],"that":[4,36,51,75],"a":[5,12,46,103],"deeper":[6,13],"understanding":[7,14],"of":[8,15,55,72,94,141,150],"brain":[9],"function":[10],"requires":[11],"behavior.":[16],"Detailed":[17],"behavioral":[18,73,90,121,130],"measurements":[19],"are":[20],"now":[21],"often":[22],"collected":[23],"using":[24,147],"video":[25,41,48],"cameras,":[26],"resulting":[27],"in":[28,107],"an":[29,108],"increased":[30],"need":[31],"for":[32],"computer":[33],"vision":[34],"algorithms":[35,59],"extract":[37,76],"useful":[38],"information":[39,78],"from":[40,92],"data.":[42],"Here":[43],"we":[44],"introduce":[45],"new":[47],"analysis":[49],"tool":[50,86],"combines":[52],"the":[53,129,137,148],"output":[54],"supervised":[56,153],"pose":[57,80],"estimation":[58],"(e.g.":[60],"DeepLabCut)":[61],"with":[62],"unsupervised":[63,156],"dimensionality":[64],"reduction":[65],"methods":[66,157],"to":[67,146],"produce":[68],"interpretable,":[69],"low-dimensional":[70],"representations":[71],"videos":[74,93],"more":[77],"than":[79],"estimates":[81],"alone.":[82,158],"We":[83,125],"this":[85],"by":[87,133],"extracting":[88],"interpretable":[89,116],"features":[91,117,131],"three":[95],"different":[96],"head-fixed":[97],"mouse":[98,106],"preparations,":[99],"as":[100,102],"well":[101],"freely":[104],"moving":[105],"open":[109],"field":[110],"arena,":[111],"and":[112,122,139],"show":[113,127],"how":[114,128],"these":[115,142],"can":[118],"facilitate":[119],"downstream":[120,143],"neural":[123],"analyses.":[124],"also":[126],"produced":[132],"our":[134],"model":[135],"improve":[136],"precision":[138],"interpretation":[140],"analyses":[144],"compared":[145],"outputs":[149],"either":[151],"fully":[152,155],"or":[154]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
