{"id":"https://openalex.org/W3022694940","doi":"https://doi.org/10.1007/s12021-020-09461-z","title":"A Systematic Evaluation of Interneuron Morphology Representations for Cell Type Discrimination","display_name":"A Systematic Evaluation of Interneuron Morphology Representations for Cell Type Discrimination","publication_year":2020,"publication_date":"2020-05-04","ids":{"openalex":"https://openalex.org/W3022694940","doi":"https://doi.org/10.1007/s12021-020-09461-z","mag":"3022694940","pmid":"https://pubmed.ncbi.nlm.nih.gov/32367332"},"language":"en","primary_location":{"id":"doi:10.1007/s12021-020-09461-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-020-09461-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09461-z.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09461-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5022381553","display_name":"Sophie Laturnus","orcid":"https://orcid.org/0000-0001-9532-788X"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]},{"id":"https://openalex.org/I4210133934","display_name":"Bernstein Center for Computational Neuroscience T\u00fcbingen","ror":"https://ror.org/03kfnwp54","country_code":"DE","type":"government","lineage":["https://openalex.org/I4210092532","https://openalex.org/I4210133934"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sophie Laturnus","raw_affiliation_strings":["Center for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany","Institute for Ophthalmic Research, University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Center for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I4210133934","https://openalex.org/I8087733"]},{"raw_affiliation_string":"Institute for Ophthalmic Research, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045223218","display_name":"Dmitry Kobak","orcid":"https://orcid.org/0000-0002-5639-7209"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dmitry Kobak","raw_affiliation_strings":["Institute for Ophthalmic Research, University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Ophthalmic Research, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043130208","display_name":"Philipp Berens","orcid":"https://orcid.org/0000-0002-0199-4727"},"institutions":[{"id":"https://openalex.org/I8087733","display_name":"University of T\u00fcbingen","ror":"https://ror.org/03a1kwz48","country_code":"DE","type":"education","lineage":["https://openalex.org/I8087733"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Philipp Berens","raw_affiliation_strings":["Bernstein Center for Computational Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","Center for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","Institute for Bioinformatics and Medical Informatics, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","Institute for Ophthalmic Research, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","Institute for Bioinformatics and Medical Informatics, University of T\u00fcbingen, T\u00fcbingen, Germany"],"affiliations":[{"raw_affiliation_string":"Bernstein Center for Computational Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","institution_ids":[]},{"raw_affiliation_string":"Center for Integrative Neuroscience, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","institution_ids":[]},{"raw_affiliation_string":"Institute for Bioinformatics and Medical Informatics, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","institution_ids":[]},{"raw_affiliation_string":"Institute for Ophthalmic Research, University of T\u00fcbingen, T\u00fcbingen, Germany. philipp.berens@uni-tuebingen.de","institution_ids":[]},{"raw_affiliation_string":"Institute for Bioinformatics and Medical Informatics, University of T\u00fcbingen, T\u00fcbingen, Germany","institution_ids":["https://openalex.org/I8087733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043130208"],"corresponding_institution_ids":["https://openalex.org/I8087733"],"apc_list":{"value":3190,"currency":"EUR","value_usd":4190},"apc_paid":{"value":3190,"currency":"EUR","value_usd":4190},"fwci":4.7426,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.9474213,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"18","issue":"4","first_page":"591","last_page":"609"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9998000264167786,"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":0.9998000264167786,"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/T10540","display_name":"Advanced Fluorescence Microscopy Techniques","score":0.9925000071525574,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9866999983787537,"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/feature","display_name":"Feature (linguistics)","score":0.6838798522949219},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6651098132133484},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6046472191810608},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6040641069412231},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.6032123565673828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5641301274299622},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5497437715530396},{"id":"https://openalex.org/keywords/interneuron","display_name":"Interneuron","score":0.5451213717460632},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4828570485115051},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.4767411947250366},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.4346635341644287},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.4155539572238922},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18729594349861145},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.141373872756958},{"id":"https://openalex.org/keywords/inhibitory-postsynaptic-potential","display_name":"Inhibitory postsynaptic potential","score":0.11523368954658508},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.11395293474197388}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6838798522949219},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6651098132133484},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6046472191810608},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6040641069412231},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.6032123565673828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5641301274299622},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5497437715530396},{"id":"https://openalex.org/C2779296341","wikidata":"https://www.wikidata.org/wiki/Q1500732","display_name":"Interneuron","level":3,"score":0.5451213717460632},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4828570485115051},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.4767411947250366},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.4346635341644287},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.4155539572238922},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18729594349861145},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.141373872756958},{"id":"https://openalex.org/C17077164","wikidata":"https://www.wikidata.org/wiki/Q1185869","display_name":"Inhibitory postsynaptic potential","level":2,"score":0.11523368954658508},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.11395293474197388},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","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":"D007395","descriptor_name":"Interneurons","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D007395","descriptor_name":"Interneurons","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D007395","descriptor_name":"Interneurons","qualifier_ui":"Q000166","qualifier_name":"cytology","is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016000","descriptor_name":"Cluster Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false},{"descriptor_ui":"D059906","descriptor_name":"Neuroimaging","qualifier_ui":"Q000592","qualifier_name":"standards","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s12021-020-09461-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-020-09461-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09461-z.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},{"id":"pmid:32367332","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32367332","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":"Neuroinformatics","raw_type":null},{"id":"pmh:oai:frl.publisso.de:frl:6471670","is_oa":true,"landing_page_url":"https://repository.publisso.de/resource/frl:6471670","pdf_url":null,"source":{"id":"https://openalex.org/S4377196269","display_name":"PUBLISSO (German National Library of Medicine)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210112663","host_organization_name":"ZB MED - Information Centre for Life Sciences","host_organization_lineage":["https://openalex.org/I4210112663"],"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":"http://lobid.org/resources/99370678444806441#!, 18(4):591-609","raw_type":"Zeitschriftenartikel"},{"id":"pmh:oai:pubmedcentral.nih.gov:7498503","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7498503","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":"Neuroinformatics","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s12021-020-09461-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s12021-020-09461-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s12021-020-09461-z.pdf","source":{"id":"https://openalex.org/S3444786","display_name":"Neuroinformatics","issn_l":"1539-2791","issn":["1539-2791","1559-0089"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuroinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1038848454","display_name":null,"funder_award_id":"EXC 2064/1 \u2013 390727645","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1341008233","display_name":null,"funder_award_id":"EXC 2064/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G1351001139","display_name":null,"funder_award_id":"76693517","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3129832318","display_name":null,"funder_award_id":"2064/1 -390727645","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3683686169","display_name":null,"funder_award_id":"U19MH114830","funder_id":"https://openalex.org/F4320337346","funder_display_name":"National Institute of Mental Health"},{"id":"https://openalex.org/G4262206430","display_name":null,"funder_award_id":"SFB 1233","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G4667119938","display_name":null,"funder_award_id":"U19MH11483","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4760074400","display_name":null,"funder_award_id":"U19MH114830","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G5019509504","display_name":null,"funder_award_id":"1U19MH114830-01","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G53513784","display_name":null,"funder_award_id":"276693517","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G5794671194","display_name":null,"funder_award_id":"BE5601/4-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6052429835","display_name":null,"funder_award_id":"(DFG)","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G688259535","display_name":null,"funder_award_id":"EXC 2064_1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G762232396","display_name":null,"funder_award_id":"Project","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7907426250","display_name":null,"funder_award_id":"390727645","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8128963897","display_name":null,"funder_award_id":"EXC 2064","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8915364236","display_name":null,"funder_award_id":"2064/1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8928656450","display_name":null,"funder_award_id":"Projekt DEAL","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G8984791579","display_name":null,"funder_award_id":"FKZ 01GQ1601","funder_id":"https://openalex.org/F4320322744","funder_display_name":"Brandenburger Staatsministerium f\u00fcr Wissenschaft, Forschung und Kultur"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320322744","display_name":"Brandenburger Staatsministerium f\u00fcr Wissenschaft, Forschung und Kultur","ror":"https://ror.org/02vcjcj30"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337346","display_name":"National Institute of Mental Health","ror":"https://ror.org/04xeg9z08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3022694940.pdf","grobid_xml":"https://content.openalex.org/works/W3022694940.grobid-xml"},"referenced_works_count":79,"referenced_works":["https://openalex.org/W1502355086","https://openalex.org/W1814698663","https://openalex.org/W1965210407","https://openalex.org/W1977691361","https://openalex.org/W1979845944","https://openalex.org/W1980262437","https://openalex.org/W1988391018","https://openalex.org/W1995031373","https://openalex.org/W2018227909","https://openalex.org/W2018709063","https://openalex.org/W2025603247","https://openalex.org/W2026133800","https://openalex.org/W2030036724","https://openalex.org/W2048861113","https://openalex.org/W2053037896","https://openalex.org/W2053815057","https://openalex.org/W2054870083","https://openalex.org/W2061186544","https://openalex.org/W2062450961","https://openalex.org/W2066300649","https://openalex.org/W2066524952","https://openalex.org/W2066784834","https://openalex.org/W2074313197","https://openalex.org/W2074633779","https://openalex.org/W2097360283","https://openalex.org/W2101273298","https://openalex.org/W2104919179","https://openalex.org/W2106091890","https://openalex.org/W2109553965","https://openalex.org/W2121201956","https://openalex.org/W2121289914","https://openalex.org/W2124135702","https://openalex.org/W2131683071","https://openalex.org/W2152255315","https://openalex.org/W2164414836","https://openalex.org/W2166247014","https://openalex.org/W2166303717","https://openalex.org/W2174781702","https://openalex.org/W2179178098","https://openalex.org/W2187089797","https://openalex.org/W2272065411","https://openalex.org/W2274251786","https://openalex.org/W2279313673","https://openalex.org/W2279851379","https://openalex.org/W2281148031","https://openalex.org/W2467946152","https://openalex.org/W2469581795","https://openalex.org/W2495196232","https://openalex.org/W2510746232","https://openalex.org/W2547439134","https://openalex.org/W2554710387","https://openalex.org/W2744478946","https://openalex.org/W2761733590","https://openalex.org/W2769765726","https://openalex.org/W2781822280","https://openalex.org/W2789514519","https://openalex.org/W2803942859","https://openalex.org/W2885927965","https://openalex.org/W2903604081","https://openalex.org/W2904436729","https://openalex.org/W2907496367","https://openalex.org/W2911934184","https://openalex.org/W2916020270","https://openalex.org/W2941813973","https://openalex.org/W2948240989","https://openalex.org/W2949311293","https://openalex.org/W2949620450","https://openalex.org/W2949693884","https://openalex.org/W2950976066","https://openalex.org/W2951377931","https://openalex.org/W2951976236","https://openalex.org/W2964237352","https://openalex.org/W3006130831","https://openalex.org/W3019473200","https://openalex.org/W4235011515","https://openalex.org/W4235051201","https://openalex.org/W4243563432","https://openalex.org/W4294541781","https://openalex.org/W7074132618"],"related_works":["https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W4391160746","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"],"abstract_inverted_index":{"Quantitative":[0],"analysis":[1],"of":[2,60,89],"neuronal":[3],"morphologies":[4,18],"usually":[5],"begins":[6],"with":[7],"choosing":[8],"a":[9,57],"particular":[10],"feature":[11,30,104,130],"representation":[12],"in":[13,35,149],"order":[14],"to":[15,20,42,69,118,134],"make":[16],"individual":[17],"amenable":[19],"standard":[21],"statistics":[22],"tools":[23],"and":[24,94,113],"machine":[25],"learning":[26],"algorithms.":[27],"Many":[28],"different":[29],"representations":[31,105,131,146],"have":[32,47],"been":[33,49],"suggested":[34],"the":[36,71,101],"literature,":[37],"ranging":[38],"from":[39],"density":[40,108],"maps":[41],"intersection":[43],"profiles,":[44],"but":[45],"they":[46,66,140,155],"never":[48],"compared":[50],"side":[51],"by":[52],"side.":[53],"Here":[54],"we":[55,82],"performed":[56,147],"systematic":[58],"comparison":[59],"various":[61],"representations,":[62],"measuring":[63],"how":[64],"well":[65,120,148],"were":[67,106,124],"able":[68],"capture":[70],"difference":[72],"between":[73],"known":[74],"morphological":[75],"cell":[76],"types.":[77],"For":[78],"our":[79],"benchmarking":[80],"effort,":[81],"used":[83],"several":[84],"curated":[85],"data":[86],"sets":[87],"consisting":[88],"mouse":[90],"retinal":[91],"bipolar":[92],"cells":[93],"cortical":[95],"inhibitory":[96],"neurons.":[97],"We":[98],"found":[99],"that":[100,139,154],"best":[102],"performing":[103],"two-dimensional":[107,110],"maps,":[109],"persistence":[111],"images":[112],"morphometric":[114],"statistics,":[115],"which":[116],"continued":[117],"perform":[119],"even":[121],"when":[122],"neurons":[123],"only":[125],"partially":[126],"traced.":[127],"Combining":[128],"these":[129],"together":[132],"led":[133],"further":[135],"performance":[136],"increases":[137],"suggesting":[138],"captured":[141],"non-redundant":[142],"information.":[143],"The":[144],"same":[145],"an":[150],"unsupervised":[151],"setting,":[152],"implying":[153],"can":[156],"be":[157],"suitable":[158],"for":[159],"dimensionality":[160],"reduction":[161],"or":[162],"clustering.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":11},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}