{"id":"https://openalex.org/W4200008137","doi":"https://doi.org/10.1109/embc46164.2021.9631105","title":"Bottle-Feeding Intervention Detection in the NICU","display_name":"Bottle-Feeding Intervention Detection in the NICU","publication_year":2021,"publication_date":"2021-11-01","ids":{"openalex":"https://openalex.org/W4200008137","doi":"https://doi.org/10.1109/embc46164.2021.9631105","pmid":"https://pubmed.ncbi.nlm.nih.gov/34891639"},"language":"en","primary_location":{"id":"doi:10.1109/embc46164.2021.9631105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9631105","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yasmina Souley Dosso","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Yasmina Souley Dosso","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Kim Greenwood","orcid":null},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I2799330578","display_name":"Children's Hospital of Eastern Ontario","ror":"https://ror.org/05nsbhw27","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2799330578"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kim Greenwood","raw_affiliation_strings":["Children\u2019s Hospital of Eastern Ontario, and an Adjunct Professor in the Department of Mechanical Engineering, Director of Clinical Engineering, Faculty of Engineering, University of Ottawa, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Children\u2019s Hospital of Eastern Ontario, and an Adjunct Professor in the Department of Mechanical Engineering, Director of Clinical Engineering, Faculty of Engineering, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I2799330578","https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":null,"display_name":"JoAnn Harrold","orcid":null},"institutions":[{"id":"https://openalex.org/I2799330578","display_name":"Children's Hospital of Eastern Ontario","ror":"https://ror.org/05nsbhw27","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2799330578"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"JoAnn Harrold","raw_affiliation_strings":["Neonatology, Children\u2019s Hospital of Eastern Ontario, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Neonatology, Children\u2019s Hospital of Eastern Ontario, Ottawa, Canada","institution_ids":["https://openalex.org/I2799330578"]}]},{"author_position":"last","author":{"id":null,"display_name":"James R. Green","orcid":null},"institutions":[{"id":"https://openalex.org/I67031392","display_name":"Carleton University","ror":"https://ror.org/02qtvee93","country_code":"CA","type":"education","lineage":["https://openalex.org/I67031392"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"James R. Green","raw_affiliation_strings":["Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I67031392"],"apc_list":null,"apc_paid":null,"fwci":1.4493,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79518072,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"1814","last_page":"1819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.6488000154495239,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.6488000154495239,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.07270000129938126,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12020","display_name":"Enhanced Recovery After Surgery","score":0.03669999912381172,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6222000122070312},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.5724999904632568},{"id":"https://openalex.org/keywords/neonatal-intensive-care-unit","display_name":"Neonatal intensive care unit","score":0.4422000050544739},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.4228000044822693},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.39809998869895935},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.38929998874664307},{"id":"https://openalex.org/keywords/remote-patient-monitoring","display_name":"Remote patient monitoring","score":0.38850000500679016},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.37619999051094055},{"id":"https://openalex.org/keywords/intensive-care","display_name":"Intensive care","score":0.3749000132083893}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6222000122070312},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.5724999904632568},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5331000089645386},{"id":"https://openalex.org/C2777091541","wikidata":"https://www.wikidata.org/wiki/Q9008292","display_name":"Neonatal intensive care unit","level":2,"score":0.4422000050544739},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.4228000044822693},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.40149998664855957},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4000000059604645},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.39809998869895935},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.38929998874664307},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.38850000500679016},{"id":"https://openalex.org/C545542383","wikidata":"https://www.wikidata.org/wiki/Q2751242","display_name":"Medical emergency","level":1,"score":0.376800000667572},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.37619999051094055},{"id":"https://openalex.org/C2987404301","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37119999527931213},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.36250001192092896},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.33469998836517334},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C2983685735","wikidata":"https://www.wikidata.org/wiki/Q5227355","display_name":"Data source","level":2,"score":0.3271999955177307},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.29580000042915344},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.29339998960494995},{"id":"https://openalex.org/C2989236134","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Patient care","level":2,"score":0.289000004529953},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.2865000069141388},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2809000015258789},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.27709999680519104},{"id":"https://openalex.org/C194828623","wikidata":"https://www.wikidata.org/wiki/Q2861470","display_name":"Emergency medicine","level":1,"score":0.2754000127315521},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.26750001311302185},{"id":"https://openalex.org/C2987896495","wikidata":"https://www.wikidata.org/wiki/Q5416716","display_name":"Event data","level":3,"score":0.26649999618530273},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C2776376669","wikidata":"https://www.wikidata.org/wiki/Q5094647","display_name":"Intensive care unit","level":2,"score":0.26269999146461487},{"id":"https://openalex.org/C177713679","wikidata":"https://www.wikidata.org/wiki/Q679690","display_name":"Intensive care medicine","level":1,"score":0.2522999942302704},{"id":"https://openalex.org/C2779473830","wikidata":"https://www.wikidata.org/wiki/Q1540899","display_name":"MEDLINE","level":2,"score":0.2500999867916107}],"mesh":[{"descriptor_ui":"D001903","descriptor_name":"Bottle Feeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001903","descriptor_name":"Bottle Feeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001903","descriptor_name":"Bottle Feeding","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007231","descriptor_name":"Infant, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007363","descriptor_name":"Intensive Care Units, Neonatal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007363","descriptor_name":"Intensive Care Units, Neonatal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007363","descriptor_name":"Intensive Care Units, Neonatal","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012189","descriptor_name":"Retrospective Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc46164.2021.9631105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc46164.2021.9631105","pdf_url":null,"source":{"id":"https://openalex.org/S4363607750","display_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:34891639","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/34891639","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2068730032","https://openalex.org/W2079838785","https://openalex.org/W2081580037","https://openalex.org/W2113569528","https://openalex.org/W2117539524","https://openalex.org/W2165698076","https://openalex.org/W2282212210","https://openalex.org/W2319459540","https://openalex.org/W2344441380","https://openalex.org/W2475223347","https://openalex.org/W2769041377","https://openalex.org/W2899200744","https://openalex.org/W2969724304","https://openalex.org/W2996299673","https://openalex.org/W3041333338","https://openalex.org/W3046682702","https://openalex.org/W3082643448","https://openalex.org/W3082876968","https://openalex.org/W3083086811","https://openalex.org/W3092042744","https://openalex.org/W6602170065","https://openalex.org/W6637373629","https://openalex.org/W6684191040","https://openalex.org/W6736330287","https://openalex.org/W6747218270","https://openalex.org/W6760600944","https://openalex.org/W6763485134"],"related_works":[],"abstract_inverted_index":{"Video-based":[0,18],"monitoring":[1,69],"of":[2,20,34,116,148,161,170],"patients":[3,119],"in":[4,68,164],"the":[5,43,60,130,133,146,182,185],"neonatal":[6],"intensive":[7],"care":[8],"unit":[9],"(NICU)":[10],"has":[11],"great":[12],"potential":[13],"for":[14,153],"improving":[15],"patient":[16],"care.":[17],"detection":[19],"clinical":[21,35],"events,":[22],"such":[23,38],"as":[24,59],"bottle":[25],"feeding,":[26],"would":[27,41],"represent":[28],"a":[29,50,78,92,100],"step":[30],"towards":[31],"semi-automated":[32],"charting":[33],"events.":[36],"Recording":[37],"events":[39],"contemporaneously":[40],"address":[42,121],"limitations":[44],"associated":[45],"with":[46],"retrospective":[47],"charting.":[48],"Such":[49],"system":[51],"could":[52],"also":[53,126],"support":[54],"oral":[55],"feeding":[56,62],"assessment":[57],"tools,":[58],"patient's":[61],"skills":[63],"and":[64,128,139,187],"nutrition":[65],"are":[66],"pivotal":[67],"their":[70],"growth.":[71],"We":[72],"therefore":[73],"leverage":[74],"transfer":[75,155],"learning":[76],"using":[77],"pretrained":[79],"VGG-16":[80],"model":[81],"to":[82,89,112,120,180],"classify":[83],"images":[84,107],"obtained":[85],"during":[86],"an":[87,159],"intervention,":[88],"determine":[90],"if":[91],"bottle-feeding":[93],"event":[94],"is":[95,178],"occurring.":[96],"Additionally,":[97],"we":[98],"explore":[99],"data":[101,122,137,167,176],"expansion":[102,177],"technique":[103],"by":[104],"extracting":[105],"similar-feature":[106],"from":[108],"publicly":[109],"available":[110],"sources":[111],"supplement":[113],"our":[114,150],"dataset":[115],"real":[117],"NICU":[118],"scarcity.":[123],"This":[124],"work":[125],"visualizes":[127],"quantifies":[129],"gap":[131],"between":[132,184],"source":[134,186],"domain":[135,141],"(ImageNet":[136],"subset)":[138],"target":[140,188],"(NICU":[142],"dataset),":[143],"thereby":[144],"illustrating":[145],"impact":[147],"expanding":[149],"training":[151],"set":[152],"knowledge":[154],"proficiency.":[156],"Results":[157],"show":[158],"increase":[160],"over":[162],"18%":[163],"sensitivity":[165],"after":[166],"expansion.":[168],"Analysis":[169],"network":[171],"activation":[172],"maps":[173],"indicates":[174],"that":[175],"able":[179],"reduce":[181],"distance":[183],"domains.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2021-12-31T00:00:00"}