{"id":"https://openalex.org/W2754350861","doi":"https://doi.org/10.1109/embc.2017.8037390","title":"APEX_SCOPE: A graphical user interface for visualization of multi-modal data in inter-disciplinary studies","display_name":"APEX_SCOPE: A graphical user interface for visualization of multi-modal data in inter-disciplinary studies","publication_year":2017,"publication_date":"2017-07-01","ids":{"openalex":"https://openalex.org/W2754350861","doi":"https://doi.org/10.1109/embc.2017.8037390","mag":"2754350861","pmid":"https://pubmed.ncbi.nlm.nih.gov/29060432"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2017.8037390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and 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":"https://openalex.org/A5080784262","display_name":"Lara J. Kanbar","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Lara J. Kanbar","raw_affiliation_strings":["Department of Biomedical Engineering, McGill University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078854927","display_name":"Wissam Shalish","orcid":"https://orcid.org/0000-0002-7435-1466"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wissam Shalish","raw_affiliation_strings":["Department of Neonatology, McGill University, Montreal, OC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Neonatology, McGill University, Montreal, OC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065836447","display_name":"Doina Precup","orcid":null},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Doina Precup","raw_affiliation_strings":["Department of Computer Science, McGill University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101618870","display_name":"Karen A. Brown","orcid":"https://orcid.org/0000-0002-8093-844X"},"institutions":[{"id":"https://openalex.org/I2801766832","display_name":"McGill University Health Centre","ror":"https://ror.org/04cpxjv19","country_code":"CA","type":"funder","lineage":["https://openalex.org/I2801766832"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Karen Brown","raw_affiliation_strings":["Department of Anesthesia, McGill University Health Center, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Anesthesia, McGill University Health Center, Montreal, QC, Canada","institution_ids":["https://openalex.org/I2801766832"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073075457","display_name":"Guilherme Sant\u02bcAnna","orcid":"https://orcid.org/0000-0003-1633-3654"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Guilherme M. Sant'Anna","raw_affiliation_strings":["Department of Neonatology, McGill University, Montreal, OC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Neonatology, McGill University, Montreal, OC, Canada","institution_ids":["https://openalex.org/I5023651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024458992","display_name":"Robert E. Kearney","orcid":"https://orcid.org/0000-0002-5107-6190"},"institutions":[{"id":"https://openalex.org/I5023651","display_name":"McGill University","ror":"https://ror.org/01pxwe438","country_code":"CA","type":"education","lineage":["https://openalex.org/I5023651"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert E. Kearney","raw_affiliation_strings":["Department of Biomedical Engineering, McGill University, Montreal, QC, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, McGill University, Montreal, QC, Canada","institution_ids":["https://openalex.org/I5023651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5080784262"],"corresponding_institution_ids":["https://openalex.org/I5023651"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12475569,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"2017","issue":null,"first_page":"2602","last_page":"2605"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.989799976348877,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9501000046730042,"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/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9297999739646912,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"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":0.7804443836212158},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.7331433892250061},{"id":"https://openalex.org/keywords/scope","display_name":"Scope (computer science)","score":0.7235832214355469},{"id":"https://openalex.org/keywords/cardiorespiratory-fitness","display_name":"Cardiorespiratory fitness","score":0.7141155004501343},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.6418664455413818},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.6321382522583008},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4844110608100891},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.46567460894584656},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.459943026304245},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.41248947381973267},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.39799395203590393},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39305123686790466},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.33004868030548096},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06209075450897217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7804443836212158},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.7331433892250061},{"id":"https://openalex.org/C2778012447","wikidata":"https://www.wikidata.org/wiki/Q1034415","display_name":"Scope (computer science)","level":2,"score":0.7235832214355469},{"id":"https://openalex.org/C117437137","wikidata":"https://www.wikidata.org/wiki/Q5038720","display_name":"Cardiorespiratory fitness","level":2,"score":0.7141155004501343},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.6418664455413818},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.6321382522583008},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4844110608100891},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.46567460894584656},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.459943026304245},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.41248947381973267},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.39799395203590393},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39305123686790466},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.33004868030548096},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06209075450897217},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060666","descriptor_name":"Airway Extubation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060666","descriptor_name":"Airway Extubation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060666","descriptor_name":"Airway Extubation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2017.8037390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2017.8037390","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:29060432","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/29060432","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":[{"id":"https://metadata.un.org/sdg/4","score":0.41999998688697815,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W1494931772","https://openalex.org/W2028437942","https://openalex.org/W2046021144","https://openalex.org/W2226784689","https://openalex.org/W2532890361"],"related_works":["https://openalex.org/W3138498819","https://openalex.org/W2087375270","https://openalex.org/W2997806027","https://openalex.org/W2005024251","https://openalex.org/W2798849146","https://openalex.org/W2108774277","https://openalex.org/W4381278040","https://openalex.org/W2380427002","https://openalex.org/W2040991168","https://openalex.org/W4249795164"],"abstract_inverted_index":{"In":[0,54],"multi-disciplinary":[1],"studies,":[2],"different":[3,68],"forms":[4],"of":[5,21,36,65,70,89,124],"data":[6,91,111],"are":[7,39],"often":[8],"collected":[9],"for":[10,86,119],"analysis.":[11],"For":[12],"example,":[13],"APEX,":[14],"a":[15,48,56,61,83,117],"study":[16],"on":[17],"the":[18,87],"automated":[19,95,98],"prediction":[20],"extubation":[22],"readiness":[23],"in":[24,75],"extremely":[25],"preterm":[26],"infants,":[27],"collects":[28],"clinical":[29],"parameters":[30],"and":[31,44,72,105,131],"cardiorespiratory":[32,37,49,93,96],"signals.":[33],"A":[34],"variety":[35],"metrics":[38],"computed":[40,73],"from":[41],"these":[42,67],"signals":[43,74,125],"used":[45],"to":[46,121,126],"assign":[47],"pattern":[50],"at":[51],"each":[52],"time.":[53],"such":[55],"situation,":[57],"exploratory":[58],"analysis":[59],"requires":[60],"visualization":[62,88],"tool":[63,85],"capable":[64],"displaying":[66],"types":[69],"acquired":[71],"an":[76],"integrated":[77],"environment.":[78],"Thus,":[79],"we":[80],"developed":[81],"APEX_SCOPE,":[82],"graphical":[84],"multi-modal":[90],"comprising":[92],"signals,":[94],"metrics,":[97],"respiratory":[99,103],"patterns,":[100,104],"manually":[101],"classified":[102],"manual":[106],"annotations":[107],"by":[108],"clinicians":[109],"during":[110],"acquisition.":[112],"This":[113],"MATLAB-based":[114],"application":[115],"provides":[116],"means":[118],"collaborators":[120],"view":[122],"combinations":[123],"promote":[127],"discussion,":[128],"generate":[129],"hypotheses":[130],"develop":[132],"features.":[133]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}