{"id":"https://openalex.org/W4295511433","doi":"https://doi.org/10.1109/embc48229.2022.9871011","title":"Multi-Level Classification of Lung Pathologies in Neonates using Recurrence Features","display_name":"Multi-Level Classification of Lung Pathologies in Neonates using Recurrence Features","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W4295511433","doi":"https://doi.org/10.1109/embc48229.2022.9871011","pmid":"https://pubmed.ncbi.nlm.nih.gov/36085782"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871011","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; 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":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; 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/A5054299422","display_name":"Sagarjit Aujla","orcid":null},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Sagarjit Aujla","raw_affiliation_strings":["Ryerson University,Toronto,Canada","Ryerson University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Ryerson University,Toronto,Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101738061","display_name":"Adel Mohamed","orcid":"https://orcid.org/0000-0001-8031-6627"},"institutions":[{"id":"https://openalex.org/I1291836623","display_name":"Mount Sinai Hospital","ror":"https://ror.org/05deks119","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I1291836623","https://openalex.org/I4210130843"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Adel Mohamed","raw_affiliation_strings":["Mount Sinai Hospital,Toronto,Canada","Mount Sinai Hospital, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Mount Sinai Hospital,Toronto,Canada","institution_ids":["https://openalex.org/I1291836623"]},{"raw_affiliation_string":"Mount Sinai Hospital, Toronto, Canada","institution_ids":["https://openalex.org/I1291836623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069518008","display_name":"Naimul Khan","orcid":"https://orcid.org/0000-0002-8229-0747"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Naimul Khan","raw_affiliation_strings":["Ryerson University,Toronto,Canada","Ryerson University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Ryerson University,Toronto,Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101630545","display_name":"Karthikeyan Umapathy","orcid":"https://orcid.org/0000-0002-0152-6472"},"institutions":[{"id":"https://openalex.org/I530967","display_name":"Toronto Metropolitan University","ror":"https://ror.org/05g13zd79","country_code":"CA","type":"education","lineage":["https://openalex.org/I530967"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Karthikeyan Umapathy","raw_affiliation_strings":["Ryerson University,Toronto,Canada","Ryerson University, Toronto, Canada"],"affiliations":[{"raw_affiliation_string":"Ryerson University,Toronto,Canada","institution_ids":["https://openalex.org/I530967"]},{"raw_affiliation_string":"Ryerson University, Toronto, Canada","institution_ids":["https://openalex.org/I530967"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5054299422"],"corresponding_institution_ids":["https://openalex.org/I530967"],"apc_list":null,"apc_paid":null,"fwci":5.2847,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.95732839,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":"2022","issue":null,"first_page":"1531","last_page":"1535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9994000196456909,"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/T12419","display_name":"Phonocardiography and Auscultation Techniques","score":0.9994000196456909,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.945900022983551,"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/computer-science","display_name":"Computer science","score":0.5595831274986267},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.455030232667923},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3857020437717438},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3803410530090332},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3602428436279297},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16052162647247314}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5595831274986267},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.455030232667923},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3857020437717438},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3803410530090332},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3602428436279297},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16052162647247314}],"mesh":[{"descriptor_ui":"D001261","descriptor_name":"Pulmonary Atelectasis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001261","descriptor_name":"Pulmonary Atelectasis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001261","descriptor_name":"Pulmonary Atelectasis","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":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D012127","descriptor_name":"Respiratory Distress Syndrome, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012127","descriptor_name":"Respiratory Distress Syndrome, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012127","descriptor_name":"Respiratory Distress Syndrome, Newborn","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012128","descriptor_name":"Respiratory Distress Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012128","descriptor_name":"Respiratory Distress Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012128","descriptor_name":"Respiratory Distress Syndrome","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013909","descriptor_name":"Thorax","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013909","descriptor_name":"Thorax","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013909","descriptor_name":"Thorax","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871011","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871011","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; 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":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36085782","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36085782","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/11","display_name":"Sustainable cities and communities","score":0.699999988079071}],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1515403269","https://openalex.org/W1921952824","https://openalex.org/W2081681829","https://openalex.org/W2090302529","https://openalex.org/W2097823586","https://openalex.org/W2119259412","https://openalex.org/W2171428093","https://openalex.org/W2622171062","https://openalex.org/W2765420435","https://openalex.org/W2808392264","https://openalex.org/W2810959326","https://openalex.org/W2900975584","https://openalex.org/W2902335244","https://openalex.org/W3019242397","https://openalex.org/W3135728647","https://openalex.org/W3165483636","https://openalex.org/W3195178974","https://openalex.org/W3214580153"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"The":[0,184],"use":[1],"of":[2,65,80,105,109,145,165,226,239,259],"Lung":[3],"Ultrasound":[4],"(LUS)":[5],"as":[6,94],"a":[7,95,133,214,223,255],"tool":[8,244,256],"to":[9,26,45,138,210],"diagnose":[10],"and":[11,39,51,61,85,175,194,208,231,264],"monitor":[12],"lung":[13,152,160],"diseases":[14],"in":[15,19,68,74,83,100,116,128,250,262],"neonates":[16,50],"has":[17],"increased":[18],"urban":[20,75],"hospitals.":[21],"LUS's":[22],"main":[23],"advantages":[24],"compared":[25],"chest":[27],"CT":[28],"or":[29,182],"X-rays":[30],"is":[31,34,70,78],"that":[32,178],"it":[33],"less":[35],"expensive,":[36],"more":[37],"accessible,":[38],"does":[40],"not":[41,71],"expose":[42],"the":[43,53,110,118,166,191,218],"patient":[44],"radiation.":[46],"Performing":[47],"LUS":[48,54,119,146,192,252],"on":[49],"diagnosing":[52,117],"images":[55,147,193],"require":[56],"highly":[57],"trained":[58],"medical":[59,266],"professional":[60],"clinicians.":[62],"While":[63],"availability":[64],"such":[66,81,101,140],"specialists":[67],"general":[69],"an":[72,89,240],"issue":[73],"areas,":[76],"there":[77],"lack":[79],"personnel":[82],"rural":[84,263],"remote":[86,265],"communities.":[87,267],"Hence,":[88],"automated":[90,241],"computer-aided":[91,242],"screening":[92,243],"approach":[93],"first":[96,246],"level":[97,247],"diagnosis":[98,248],"assistance":[99,249],"scenarios":[102],"might":[103],"be":[104,180,258],"significant":[106,260],"value.":[107],"Many":[108],"image":[111],"morphologies":[112],"used":[113],"by":[114],"clinicians":[115],"have":[120],"strong":[121],"recurrence":[122,201],"characteristics.":[123],"Building":[124],"upon":[125],"this":[126,129],"knowledge,":[127],"paper,":[130],"we":[131],"propose":[132],"feature":[134],"extraction":[135],"method":[136,186],"designed":[137],"quantify":[139],"recurrent":[141],"features":[142,205,220,230],"for":[143,245],"classification":[144,224],"into":[148,197],"6":[149],"common":[150],"neonatal":[151,251],"conditions.":[153],"These":[154],"conditions":[155],"were":[156,206],"normal":[157],"lung,":[158],"chronic":[159],"disease":[161],"(CLD),":[162],"transient":[163],"tachypnea":[164],"newborn":[167],"(TTN),":[168],"pneumothorax":[169],"(PTX),":[170],"respiratory":[171],"distress":[172],"syndrome":[173],"(RDS),":[174],"consolidation":[176],"(CON)":[177],"could":[179],"pneumonia":[181],"atelectasis.":[183],"proposed":[185,219],"extracts":[187],"virtual":[188],"scanlines":[189],"from":[190],"converts":[195],"them":[196],"signals.":[198],"Then":[199],"using":[200],"quantification":[202],"analysis":[203],"(RQA),":[204],"extracted":[207],"fed":[209],"pattern":[211],"classifiers.":[212],"Using":[213],"simple":[215],"linear":[216],"classifier":[217],"can":[221],"achieve":[222],"accuracy":[225],"69.3%":[227],"without":[228],"clinical":[229,234],"77.6%":[232],"with":[233],"features.":[235],"Clinical":[236],"Relevance-":[237],"Development":[238],"pathologies.":[253],"Such":[254],"will":[257],"value":[261]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-25T21:42:39.735039","created_date":"2025-10-10T00:00:00"}
