{"id":"https://openalex.org/W2938014737","doi":"https://doi.org/10.1109/icassp.2019.8683455","title":"Rodent Sleep Assessment with a Trainable Video-based Approach","display_name":"Rodent Sleep Assessment with a Trainable Video-based Approach","publication_year":2019,"publication_date":"2019-04-17","ids":{"openalex":"https://openalex.org/W2938014737","doi":"https://doi.org/10.1109/icassp.2019.8683455","mag":"2938014737"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2019.8683455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8683455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113097711","display_name":"Van Anh Le","orcid":"https://orcid.org/0000-0002-7413-2802"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Van Anh Le","raw_affiliation_strings":["Electrical and Computer Engineering, University of Calgary, Calgary","Electrical and Computer Engineering, University of Calgary, Calgary, AB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Calgary, Calgary","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Calgary, Calgary, AB","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016557286","display_name":"Mitchell Kesler","orcid":null},"institutions":[{"id":"https://openalex.org/I2802127220","display_name":"Alberta Children's Hospital","ror":"https://ror.org/00sx29x36","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802127220"]},{"id":"https://openalex.org/I4389425471","display_name":"Alberta Children's Hospital Research Institute","ror":"https://ror.org/00gmyvv50","country_code":null,"type":"facility","lineage":["https://openalex.org/I168635309","https://openalex.org/I4389425471"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mitchell Kesler","raw_affiliation_strings":["Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary","Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary, AB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary","institution_ids":["https://openalex.org/I2802127220","https://openalex.org/I4389425471"]},{"raw_affiliation_string":"Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary, AB","institution_ids":["https://openalex.org/I2802127220","https://openalex.org/I4389425471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010085174","display_name":"Jong M. Rho","orcid":"https://orcid.org/0000-0001-9886-9924"},"institutions":[{"id":"https://openalex.org/I2802127220","display_name":"Alberta Children's Hospital","ror":"https://ror.org/00sx29x36","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802127220"]},{"id":"https://openalex.org/I4389425471","display_name":"Alberta Children's Hospital Research Institute","ror":"https://ror.org/00gmyvv50","country_code":null,"type":"facility","lineage":["https://openalex.org/I168635309","https://openalex.org/I4389425471"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jong M. Rho","raw_affiliation_strings":["Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary","Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary, AB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary","institution_ids":["https://openalex.org/I2802127220","https://openalex.org/I4389425471"]},{"raw_affiliation_string":"Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary, AB","institution_ids":["https://openalex.org/I2802127220","https://openalex.org/I4389425471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084554132","display_name":"Ning Cheng","orcid":"https://orcid.org/0000-0003-0300-9791"},"institutions":[{"id":"https://openalex.org/I2802127220","display_name":"Alberta Children's Hospital","ror":"https://ror.org/00sx29x36","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2802127220"]},{"id":"https://openalex.org/I4389425471","display_name":"Alberta Children's Hospital Research Institute","ror":"https://ror.org/00gmyvv50","country_code":null,"type":"facility","lineage":["https://openalex.org/I168635309","https://openalex.org/I4389425471"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Cheng","raw_affiliation_strings":["Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary","Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary, AB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary","institution_ids":["https://openalex.org/I2802127220","https://openalex.org/I4389425471"]},{"raw_affiliation_string":"Alberta Childrens Hospital Research Institute, Cumming School of Medicine, Calgary, AB","institution_ids":["https://openalex.org/I2802127220","https://openalex.org/I4389425471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007942194","display_name":"Kartikeya Murari","orcid":"https://orcid.org/0000-0001-5626-2008"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kartikeya Murari","raw_affiliation_strings":["Electrical and Computer Engineering, University of Calgary, Calgary","Electrical and Computer Engineering, University of Calgary, Calgary, AB"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, University of Calgary, Calgary","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Electrical and Computer Engineering, University of Calgary, Calgary, AB","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2493,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.53798353,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1189","last_page":"1193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.972599983215332,"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"}},"topics":[{"id":"https://openalex.org/T10985","display_name":"Sleep and Wakefulness Research","score":0.972599983215332,"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"}},{"id":"https://openalex.org/T11456","display_name":"Neuroscience of respiration and sleep","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9570000171661377,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7450898289680481},{"id":"https://openalex.org/keywords/sleep","display_name":"Sleep (system call)","score":0.656662106513977},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.4394384026527405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35044747591018677},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09150829911231995}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7450898289680481},{"id":"https://openalex.org/C2775841894","wikidata":"https://www.wikidata.org/wiki/Q4683692","display_name":"Sleep (system call)","level":2,"score":0.656662106513977},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.4394384026527405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35044747591018677},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09150829911231995}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2019.8683455","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2019.8683455","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W179875071","https://openalex.org/W1686810756","https://openalex.org/W1895577753","https://openalex.org/W1947481528","https://openalex.org/W1981333258","https://openalex.org/W2026545384","https://openalex.org/W2032863300","https://openalex.org/W2043888099","https://openalex.org/W2064675550","https://openalex.org/W2102442799","https://openalex.org/W2126187217","https://openalex.org/W2130942839","https://openalex.org/W2147496694","https://openalex.org/W2151486654","https://openalex.org/W2194775991","https://openalex.org/W2214352687","https://openalex.org/W2235034809","https://openalex.org/W2461621749","https://openalex.org/W2550769700","https://openalex.org/W2728972335","https://openalex.org/W2745519816","https://openalex.org/W2792627741","https://openalex.org/W2963321993","https://openalex.org/W4248118836","https://openalex.org/W4285719527","https://openalex.org/W6607333740","https://openalex.org/W6637373629","https://openalex.org/W6679436768","https://openalex.org/W6689710714","https://openalex.org/W6742667445"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Assessment":[0],"of":[1,33,100],"sleep":[2,22],"can":[3,72,89],"reveal":[4],"healthy":[5],"physiology":[6],"and":[7,15,36,44,66],"behaviour,":[8],"which":[9,71,105],"are":[10,26,42,106],"essential":[11],"to":[12,20,57,75,114],"study":[13],"diseases":[14],"treatment.":[16],"The":[17,119],"primary":[18],"approaches":[19,61],"quantify":[21],"in":[23],"animal":[24],"models":[25],"using":[27,54],"invasive":[28],"methods":[29,41],"that":[30,88],"require":[31,62],"implantation":[32],"electroencephalogram":[34],"(EEG)":[35],"electromyogram":[37],"(EMG)":[38],"electrodes.":[39],"Those":[40,60],"resource-intensive":[43],"less":[45],"than":[46],"ideal":[47],"for":[48],"high-throughput":[49],"screening.":[50],"Several":[51],"studies":[52],"proposed":[53],"video":[55],"processing":[56],"monitor":[58],"sleep.":[59,127],"high":[63],"quality":[64],"videos":[65],"an":[67],"optimal":[68],"threshold":[69],"value":[70],"be":[73],"sensitive":[74],"different":[76],"experiment":[77],"settings.":[78],"In":[79],"this":[80],"paper,":[81],"we":[82],"present":[83],"a":[84,98,110],"trainable":[85],"video-based":[86],"approach":[87],"alleviate":[90],"those":[91],"limitations.":[92],"We":[93],"have":[94],"come":[95],"up":[96],"with":[97,125],"set":[99],"effective":[101],"features":[102],"at":[103],"frame-level":[104],"then":[107],"put":[108],"into":[109],"recurrent":[111],"neural":[112],"network":[113],"capture":[115],"long-term":[116],"temporal":[117],"features.":[118],"result":[120],"obtained":[121],"is":[122],"highly":[123],"correlated":[124],"EEG/EMG-defined":[126]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}