{"id":"https://openalex.org/W4399723946","doi":"https://doi.org/10.1007/s11263-024-02118-3","title":"Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups Using a Single Model Across Cages","display_name":"Of Mice and Mates: Automated Classification and Modelling of Mouse Behaviour in Groups Using a Single Model Across Cages","publication_year":2024,"publication_date":"2024-06-17","ids":{"openalex":"https://openalex.org/W4399723946","doi":"https://doi.org/10.1007/s11263-024-02118-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/39554493"},"language":"en","primary_location":{"id":"doi:10.1007/s11263-024-02118-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-024-02118-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-024-02118-3.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","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/s11263-024-02118-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049617112","display_name":"Michael P. J. Camilleri","orcid":"https://orcid.org/0000-0002-8619-3231"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Michael P. J. Camilleri","raw_affiliation_strings":["School of Informatics, University of Edinburgh, Edinburgh, UK"],"raw_orcid":"https://orcid.org/0000-0002-8619-3231","affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019760593","display_name":"Rasneer Sonia Bains","orcid":"https://orcid.org/0000-0003-0443-7704"},"institutions":[{"id":"https://openalex.org/I4210086857","display_name":"Mary Lyon Centre at MRC Harwell","ror":"https://ror.org/0001h1y25","country_code":"GB","type":"facility","lineage":["https://openalex.org/I4210086857","https://openalex.org/I4210087105","https://openalex.org/I90344618"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Rasneer S. Bains","raw_affiliation_strings":["Mary Lyon Centre, MRC Harwell, Oxfordshire, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mary Lyon Centre, MRC Harwell, Oxfordshire, UK","institution_ids":["https://openalex.org/I4210086857"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080713659","display_name":"Christopher K. I. Williams","orcid":"https://orcid.org/0000-0002-6270-4703"},"institutions":[{"id":"https://openalex.org/I98677209","display_name":"University of Edinburgh","ror":"https://ror.org/01nrxwf90","country_code":"GB","type":"education","lineage":["https://openalex.org/I98677209"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Christopher K. I. Williams","raw_affiliation_strings":["School of Informatics, University of Edinburgh, Edinburgh, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Informatics, University of Edinburgh, Edinburgh, UK","institution_ids":["https://openalex.org/I98677209"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049617112"],"corresponding_institution_ids":["https://openalex.org/I98677209"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":{"value":2890,"currency":"EUR","value_usd":3690},"fwci":1.1263,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7474342,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"132","issue":"12","first_page":"5491","last_page":"5513"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11685","display_name":"Zebrafish Biomedical Research Applications","score":0.8166000247001648,"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":0.8166000247001648,"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/T10056","display_name":"Neurotransmitter Receptor Influence on Behavior","score":0.02290000021457672,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"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/T10581","display_name":"Neural dynamics and brain function","score":0.01549999974668026,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5717000365257263},{"id":"https://openalex.org/keywords/cage","display_name":"Cage","score":0.5550312995910645},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5344820022583008},{"id":"https://openalex.org/keywords/permutation","display_name":"Permutation (music)","score":0.5342264175415039},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4392687976360321},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3794466555118561},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16486266255378723}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5717000365257263},{"id":"https://openalex.org/C160272327","wikidata":"https://www.wikidata.org/wiki/Q841007","display_name":"Cage","level":2,"score":0.5550312995910645},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5344820022583008},{"id":"https://openalex.org/C21308566","wikidata":"https://www.wikidata.org/wiki/Q7169365","display_name":"Permutation (music)","level":2,"score":0.5342264175415039},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4392687976360321},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3794466555118561},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16486266255378723},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s11263-024-02118-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-024-02118-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-024-02118-3.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},{"id":"pmid:39554493","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39554493","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":"International journal of computer vision","raw_type":null},{"id":"pmh:oai:pure.ed.ac.uk:openaire/799581f5-2b22-4316-a2b5-4217561a3561","is_oa":true,"landing_page_url":"https://www.research.ed.ac.uk/en/publications/799581f5-2b22-4316-a2b5-4217561a3561","pdf_url":null,"source":{"id":"https://openalex.org/S4406922455","display_name":"Edinburgh Research Explorer","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Camilleri, M P J, Bains, R S & Williams, C K I 2024, 'Of mice and mates : Automated classification and modelling of mouse behaviour in groups using a single model across cages', International Journal of Computer Vision, vol. 132, no. 12, pp. 5491-5513. https://doi.org/10.1007/s11263-024-02118-3","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pubmedcentral.nih.gov:11568001","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11568001","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11568001/pdf/11263_2024_Article_2118.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"Int J Comput Vis","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11263-024-02118-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11263-024-02118-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11263-024-02118-3.pdf","source":{"id":"https://openalex.org/S25538012","display_name":"International Journal of Computer Vision","issn_l":"0920-5691","issn":["0920-5691","1573-1405"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Vision","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4437068315","display_name":"EPSRC Centre for Doctoral Training in Data Science","funder_award_id":"EP/L016427/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G8481574455","display_name":null,"funder_award_id":"MC_UP_2201/1","funder_id":"https://openalex.org/F4320334626","funder_display_name":"Medical Research Council"}],"funders":[{"id":"https://openalex.org/F4320334626","display_name":"Medical Research Council","ror":"https://ror.org/03x94j517"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399723946.pdf"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W849239701","https://openalex.org/W1503398984","https://openalex.org/W1601795611","https://openalex.org/W1655460658","https://openalex.org/W1815940586","https://openalex.org/W1990984319","https://openalex.org/W1999981396","https://openalex.org/W2001412060","https://openalex.org/W2007321142","https://openalex.org/W2010491620","https://openalex.org/W2021466301","https://openalex.org/W2024244622","https://openalex.org/W2031468801","https://openalex.org/W2033159116","https://openalex.org/W2055060604","https://openalex.org/W2069385431","https://openalex.org/W2076566560","https://openalex.org/W2101917708","https://openalex.org/W2102368255","https://openalex.org/W2122646361","https://openalex.org/W2147874354","https://openalex.org/W2179182088","https://openalex.org/W2182831673","https://openalex.org/W2219858099","https://openalex.org/W2346578806","https://openalex.org/W2410506857","https://openalex.org/W2480680997","https://openalex.org/W2498094064","https://openalex.org/W2533739470","https://openalex.org/W2608301380","https://openalex.org/W2612694663","https://openalex.org/W2768191377","https://openalex.org/W2897623414","https://openalex.org/W2898172643","https://openalex.org/W2900725029","https://openalex.org/W2916083866","https://openalex.org/W2939569201","https://openalex.org/W2944851242","https://openalex.org/W2952213141","https://openalex.org/W2952390021","https://openalex.org/W2955874753","https://openalex.org/W2979645243","https://openalex.org/W3038053951","https://openalex.org/W3134649899","https://openalex.org/W3137049560","https://openalex.org/W3140663364","https://openalex.org/W3151077104","https://openalex.org/W3164497174","https://openalex.org/W3209504420","https://openalex.org/W3216930742","https://openalex.org/W4223422326","https://openalex.org/W4286750652","https://openalex.org/W4297576964","https://openalex.org/W4319301705","https://openalex.org/W4353086274","https://openalex.org/W4362597616","https://openalex.org/W6629510986","https://openalex.org/W6630177651","https://openalex.org/W6637287672","https://openalex.org/W6739651123","https://openalex.org/W7070346807"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W2033914206"],"abstract_inverted_index":{"Behavioural":[0],"experiments":[1],"often":[2],"happen":[3],"in":[4,23,83],"specialised":[5],"arenas,":[6],"but":[7],"this":[8,15],"may":[9],"confound":[10],"the":[11,24,30,34,38,43,57,65,80,87,92,98],"analysis.":[12],"To":[13],"address":[14],"issue,":[16],"we":[17,94],"provide":[18],"tools":[19],"to":[20,32,78,86,103],"study":[21],"mice":[22,71],"home-cage":[25],"environment,":[26],"equipping":[27],"biologists":[28],"with":[29,49],"possibility":[31],"capture":[33],"temporal":[35],"aspect":[36],"of":[37,68,70,91],"individual's":[39],"behaviour":[40,67,107,118],"and":[41,45,110,120],"model":[42],"interaction":[44],"interdependence":[46],"between":[47],"cage-mates":[48],"minimal":[50],"human":[51],"intervention.":[52],"Our":[53],"main":[54],"contribution":[55],"is":[56],"novel":[58],"Global":[59],"Behaviour":[60],"Model":[61],"(GBM)":[62],"which":[63],"summarises":[64],"joint":[66],"groups":[69],"across":[72],"cages,":[73],"using":[74],"a":[75],"permutation":[76],"matrix":[77],"match":[79],"mouse":[81,106],"identities":[82],"each":[84],"cage":[85],"model.":[88],"In":[89],"support":[90],"above,":[93],"also":[95],"(a)":[96],"developed":[97],"Activity":[99],"Labelling":[100],"Module":[101],"(ALM)":[102],"automatically":[104],"classify":[105],"from":[108],"video,":[109],"(b)":[111],"released":[112],"two":[113],"datasets,":[114],"ABODe":[115],"for":[116,122],"training":[117],"classifiers":[119],"IMADGE":[121],"modelling":[123],"behaviour.":[124],"Supplementary":[125],"Information:":[126],"The":[127],"online":[128],"version":[129],"contains":[130],"supplementary":[131],"material":[132],"available":[133],"at":[134],"10.1007/s11263-024-02118-3.":[135]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
