{"id":"https://openalex.org/W4293038671","doi":"https://doi.org/10.1109/memea54994.2022.9856457","title":"Transfer Learning Approaches for Neonate Head Localization from Pressure Images","display_name":"Transfer Learning Approaches for Neonate Head Localization from Pressure Images","publication_year":2022,"publication_date":"2022-06-22","ids":{"openalex":"https://openalex.org/W4293038671","doi":"https://doi.org/10.1109/memea54994.2022.9856457"},"language":"en","primary_location":{"id":"doi:10.1109/memea54994.2022.9856457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856457","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5074791872","display_name":"Daniel G. Kyrollos","orcid":"https://orcid.org/0000-0002-1203-959X"},"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":"Daniel G. Kyrollos","raw_affiliation_strings":["Carleton University,Systems and Computer Engineering,Ottawa,Canada","Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University,Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077430608","display_name":"Kim Greenwood","orcid":"https://orcid.org/0000-0002-1300-4866"},"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":"Kim Greenwood","raw_affiliation_strings":["Clinical Engineering, Children's Hospital of Eastern Ontario,Ottawa,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Clinical Engineering, Children's Hospital of Eastern Ontario,Ottawa,Canada","institution_ids":["https://openalex.org/I2799330578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010829848","display_name":"JoAnn Harrold","orcid":"https://orcid.org/0000-0002-3218-6570"},"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's Hospital of Eastern Ontario,Ottawa,Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neonatology, Children's Hospital of Eastern Ontario,Ottawa,Canada","institution_ids":["https://openalex.org/I2799330578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078223816","display_name":"James R. Green","orcid":"https://orcid.org/0000-0002-6039-2355"},"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":["Carleton University,Systems and Computer Engineering,Ottawa,Canada","Systems and Computer Engineering, Carleton University, Ottawa, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Carleton University,Systems and Computer Engineering,Ottawa,Canada","institution_ids":["https://openalex.org/I67031392"]},{"raw_affiliation_string":"Systems and Computer Engineering, Carleton University, Ottawa, Canada","institution_ids":["https://openalex.org/I67031392"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9991999864578247,"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"}},"topics":[{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9991999864578247,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9882000088691711,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.8577860593795776},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7442749738693237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6946450471878052},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6717410683631897},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.6341267824172974},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.4592265188694},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4494669735431671},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4288712441921234},{"id":"https://openalex.org/keywords/image-plane","display_name":"Image plane","score":0.42450982332229614},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3955577611923218},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.35985833406448364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10700306296348572},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.08263930678367615}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8577860593795776},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7442749738693237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6946450471878052},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6717410683631897},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6341267824172974},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4592265188694},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4494669735431671},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4288712441921234},{"id":"https://openalex.org/C120515352","wikidata":"https://www.wikidata.org/wiki/Q2564580","display_name":"Image plane","level":3,"score":0.42450982332229614},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3955577611923218},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35985833406448364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10700306296348572},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08263930678367615},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C99454951","wikidata":"https://www.wikidata.org/wiki/Q932068","display_name":"Environmental health","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/memea54994.2022.9856457","is_oa":false,"landing_page_url":"https://doi.org/10.1109/memea54994.2022.9856457","pdf_url":null,"source":{"id":"https://openalex.org/S4363605601","display_name":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","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":"2022 IEEE International Symposium on Medical Measurements and Applications (MeMeA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W78329354","https://openalex.org/W639708223","https://openalex.org/W1985736649","https://openalex.org/W2294754553","https://openalex.org/W2465315485","https://openalex.org/W2885704911","https://openalex.org/W2887566014","https://openalex.org/W2897425389","https://openalex.org/W2905227814","https://openalex.org/W2963024823","https://openalex.org/W2980799546","https://openalex.org/W2996299673","https://openalex.org/W3034403720","https://openalex.org/W3041333338","https://openalex.org/W3042005339","https://openalex.org/W3082643448","https://openalex.org/W3173710105","https://openalex.org/W3200404718","https://openalex.org/W3201460062"],"related_works":["https://openalex.org/W4226383822","https://openalex.org/W2077975751","https://openalex.org/W2559565131","https://openalex.org/W4283317460","https://openalex.org/W2133813344","https://openalex.org/W4285816454","https://openalex.org/W2997394683","https://openalex.org/W2008001747","https://openalex.org/W1572675333","https://openalex.org/W2101754984"],"abstract_inverted_index":{"This":[0,163,183],"paper":[1],"explores":[2],"the":[3,12,27,54,62,69,97,106,117,122,130,152,167,186],"use":[4],"of":[5,8,14,26,53,73,132,148,159],"two":[6],"types":[7],"transfer":[9,45,190],"learning":[10,32,46,191],"for":[11,44,47,81,135,188],"task":[13,83],"neonatal":[15,49,77],"head":[16,57],"localization":[17,126],"from":[18,90],"pressure":[19,40,70,101,178],"images:":[20],"1)":[21],"The":[22],"pretrained":[23],"CNN":[24],"portion":[25],"PressureNet":[28],"model,":[29],"a":[30,39,48,91,100,172],"deep":[31],"model":[33,155,175],"that":[34],"estimates":[35],"adult":[36],"pose":[37],"given":[38],"image,":[41],"is":[42,127,164],"used":[43,111],"population.":[50],"2)":[51],"Annotation":[52],"training":[55],"patient":[56,78,98],"locations":[58],"was":[59,84,87],"completed":[60],"in":[61,129],"RGB":[63,193],"image":[64,71,119,194],"domain,":[65],"then":[66],"transferred":[67],"to":[68,112,181],"domain":[72],"application.":[74],"A":[75],"multi-modal":[76],"dataset":[79],"suitable":[80],"this":[82],"used.":[85],"Data":[86],"simultaneously":[88],"collected":[89],"RGB-D":[92],"video":[93,118],"camera":[94],"placed":[95],"above":[96],"and":[99,121,139,195],"sensitive":[102],"mat":[103],"(PSM)":[104],"beneath":[105],"patient.":[107],"Geometric":[108],"transforms":[109],"were":[110],"achieve":[113],"spatial":[114],"registration":[115],"between":[116,192],"plane":[120],"PSM":[123,196],"plane.":[124],"Patient":[125],"important":[128],"application":[131],"noncontact":[133],"monitoring":[134],"vital":[136],"sign":[137],"estimation":[138],"movement":[140],"detection.":[141],"In":[142],"testing":[143],"on":[144],"unseen":[145],"patients,":[146],"54%":[147],"detections":[149],"made":[150],"by":[151],"object":[153],"detection":[154],"achieved":[156,170],"an":[157],"IoU":[158],"0.5":[160],"or":[161],"greater.":[162],"higher":[165],"than":[166],"accuracy":[168],"(33%)":[169],"using":[171],"pre-trained":[173],"ResNet":[174],"trained":[176],"with":[177],"images":[179],"converted":[180],"RGB.":[182],"study":[184],"demonstrates":[185],"potential":[187],"cross-domain":[189],"domains.":[197]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}