{"id":"https://openalex.org/W4295755966","doi":"https://doi.org/10.1109/jbhi.2022.3206100","title":"Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts","display_name":"Functional Data Analysis for Predicting Pediatric Failure to Complete Ten Brief Exercise Bouts","publication_year":2022,"publication_date":"2022-09-14","ids":{"openalex":"https://openalex.org/W4295755966","doi":"https://doi.org/10.1109/jbhi.2022.3206100","pmid":"https://pubmed.ncbi.nlm.nih.gov/36103443"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3206100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3206100","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9973412/09891733.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ieeexplore.ieee.org/ielx7/6221020/9973412/09891733.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048078909","display_name":"Nicholas Coronato","orcid":"https://orcid.org/0000-0003-1322-1729"},"institutions":[{"id":"https://openalex.org/I192545095","display_name":"United States Military Academy","ror":"https://ror.org/01jepya76","country_code":"US","type":"education","lineage":["https://openalex.org/I1304082316","https://openalex.org/I1330347796","https://openalex.org/I192545095","https://openalex.org/I4210088792"]},{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nicholas Coronato","raw_affiliation_strings":["US Military Academy, West Point, NY, USA","University of Virginia, Charlottesville, VA, USA"],"raw_orcid":"https://orcid.org/0000-0003-1322-1729","affiliations":[{"raw_affiliation_string":"US Military Academy, West Point, NY, USA","institution_ids":["https://openalex.org/I192545095"]},{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086462231","display_name":"Donald E. Brown","orcid":"https://orcid.org/0000-0002-9140-2632"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Donald E. Brown","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"raw_orcid":"https://orcid.org/0000-0002-9140-2632","affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089275011","display_name":"Yash Sharma","orcid":"https://orcid.org/0000-0002-1938-3377"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yash Sharma","raw_affiliation_strings":["University of Virginia, Charlottesville, VA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Virginia, Charlottesville, VA, USA","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009744089","display_name":"Ronen Bar\u2010Yoseph","orcid":"https://orcid.org/0000-0002-0055-5415"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ronen Bar-Yoseph","raw_affiliation_strings":["University of California, Irvine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033468427","display_name":"Shlomit Radom\u2010Aizik","orcid":"https://orcid.org/0009-0004-4023-7026"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shlomit Radom-Aizik","raw_affiliation_strings":["University of California, Irvine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024191718","display_name":"Dan M. Cooper","orcid":"https://orcid.org/0000-0003-4022-0043"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dan M. Cooper","raw_affiliation_strings":["University of California, Irvine, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.5036,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.8381849,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"26","issue":"12","first_page":"5953","last_page":"5963"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11209","display_name":"Cardiovascular and exercise physiology","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative 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/T11209","display_name":"Cardiovascular and exercise physiology","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative 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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/T12279","display_name":"Body Composition Measurement Techniques","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"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/heart-rate","display_name":"Heart rate","score":0.555317223072052},{"id":"https://openalex.org/keywords/work-rate","display_name":"Work rate","score":0.5205962657928467},{"id":"https://openalex.org/keywords/vo2-max","display_name":"VO2 max","score":0.4767338037490845},{"id":"https://openalex.org/keywords/physical-therapy","display_name":"Physical therapy","score":0.46216392517089844},{"id":"https://openalex.org/keywords/analysis-of-variance","display_name":"Analysis of variance","score":0.4435364007949829},{"id":"https://openalex.org/keywords/covariate","display_name":"Covariate","score":0.4164668321609497},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.4157969355583191},{"id":"https://openalex.org/keywords/anthropometry","display_name":"Anthropometry","score":0.41566258668899536},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.39484772086143494},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3185366988182068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.27292120456695557},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.08792746067047119}],"concepts":[{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.555317223072052},{"id":"https://openalex.org/C2781094410","wikidata":"https://www.wikidata.org/wiki/Q8034640","display_name":"Work rate","level":4,"score":0.5205962657928467},{"id":"https://openalex.org/C196310339","wikidata":"https://www.wikidata.org/wiki/Q60354","display_name":"VO2 max","level":4,"score":0.4767338037490845},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.46216392517089844},{"id":"https://openalex.org/C99476002","wikidata":"https://www.wikidata.org/wiki/Q42297","display_name":"Analysis of variance","level":2,"score":0.4435364007949829},{"id":"https://openalex.org/C119043178","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Covariate","level":2,"score":0.4164668321609497},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.4157969355583191},{"id":"https://openalex.org/C61427482","wikidata":"https://www.wikidata.org/wiki/Q6656244","display_name":"Anthropometry","level":2,"score":0.41566258668899536},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.39484772086143494},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3185366988182068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27292120456695557},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.08792746067047119},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000293","descriptor_name":"Adolescent","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005080","descriptor_name":"Exercise Test","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006339","descriptor_name":"Heart Rate","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"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":"D010101","descriptor_name":"Oxygen Consumption","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D010101","descriptor_name":"Oxygen Consumption","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D010101","descriptor_name":"Oxygen Consumption","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D010101","descriptor_name":"Oxygen Consumption","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true},{"descriptor_ui":"D015444","descriptor_name":"Exercise","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1109/jbhi.2022.3206100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3206100","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9973412/09891733.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:36103443","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36103443","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10011010","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10011010","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10011010/pdf/nihms-1856058.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt6wr741w8","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/6wr741w8","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics, vol 26, iss 12","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jbhi.2022.3206100","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3206100","pdf_url":"https://ieeexplore.ieee.org/ielx7/6221020/9973412/09891733.pdf","source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7312491463","display_name":null,"funder_award_id":"UL1TR003015","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G788917307","display_name":null,"funder_award_id":"KL2TR003016","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320310536","display_name":"University of Virginia","ror":"https://ror.org/0153tk833"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320332688","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771"},{"id":"https://openalex.org/F4320337472","display_name":"National Center for Advancing Translational Sciences","ror":"https://ror.org/04pw6fb54"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295755966.pdf","grobid_xml":"https://content.openalex.org/works/W4295755966.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W1603304768","https://openalex.org/W1975943266","https://openalex.org/W1988308110","https://openalex.org/W2006729678","https://openalex.org/W2041384112","https://openalex.org/W2048315575","https://openalex.org/W2048624036","https://openalex.org/W2064267602","https://openalex.org/W2073111359","https://openalex.org/W2114200978","https://openalex.org/W2125248890","https://openalex.org/W2126771422","https://openalex.org/W2127562591","https://openalex.org/W2132502709","https://openalex.org/W2148607473","https://openalex.org/W2174371425","https://openalex.org/W2191641151","https://openalex.org/W2609273940","https://openalex.org/W2942237266","https://openalex.org/W2970257205","https://openalex.org/W3089365465","https://openalex.org/W3098777574","https://openalex.org/W3138374630","https://openalex.org/W3168933482","https://openalex.org/W4220700957","https://openalex.org/W4226467611","https://openalex.org/W4234851478","https://openalex.org/W4289732150","https://openalex.org/W4295422516","https://openalex.org/W4298186561","https://openalex.org/W4399587869","https://openalex.org/W4399650373","https://openalex.org/W6869058884"],"related_works":["https://openalex.org/W2563977102","https://openalex.org/W4387365251","https://openalex.org/W1995207440","https://openalex.org/W2053488102","https://openalex.org/W2031849915","https://openalex.org/W2033026811","https://openalex.org/W12060544","https://openalex.org/W2044169251","https://openalex.org/W2157938701","https://openalex.org/W1977347526"],"abstract_inverted_index":{"Physiological":[0],"response":[1],"to":[2,13,60,76,118,138,235],"physical":[3,64],"exercise":[4,26,85,122,248],"through":[5],"analysis":[6,189,229],"of":[7,16,19,25,32,71,79,83,90,185,190,226,243],"cardiopulmonary":[8],"measurements":[9],"has":[10],"been":[11,129],"shown":[12],"be":[14],"predictive":[15],"a":[17,80,88,167],"variety":[18],"diseases.":[20],"Nonetheless,":[21],"the":[22,69,99,110,120,140,143,147,152,158,161,197,224,240],"clinical":[23],"use":[24,70],"testing":[27,192],"remains":[28],"limited":[29],"because":[30],"interpretation":[31],"test":[33,81],"results":[34,222],"requires":[35],"experience":[36],"and":[37,93,151,174,181,199,215],"specialized":[38],"training.":[39],"Additionally,":[40,187],"until":[41],"this":[42],"work":[43,106,112],"no":[44],"methods":[45,75],"have":[46,202],"identified":[47],"which":[48],"dynamic":[49],"gas":[50],"exchange":[51],"or":[52,62,104],"heart":[53,210],"rate":[54],"responses":[55,242],"influence":[56],"an":[57,182],"individual's":[58],"decision":[59],"start":[61],"stop":[63],"activity.":[65],"This":[66],"research":[67],"examines":[68],"advanced":[72],"machine":[73,135],"learning":[74,136],"predict":[77],"completion":[78],"consisting":[82],"multiple":[84,246],"bouts":[86,101,127],"by":[87],"group":[89],"healthy":[91],"children":[92],"adolescents.":[94],"All":[95],"participants":[96,195,244],"could":[97],"complete":[98],"ten":[100,126],"at":[102],"low":[103],"moderate-intensity":[105],"rates,":[107],"however,":[108],"when":[109],"bout":[111,123,247],"rates":[113],"were":[114],"high-intensity,":[115],"50%":[116],"refused":[117],"begin":[119],"subsequent":[121],"before":[124],"all":[125],"had":[128],"completed":[130,160],"(task":[131],"failure).":[132],"We":[133],"explored":[134],"strategies":[137],"model":[139,171],"relationship":[141],"between":[142],"physiological":[144],"time":[145],"series,":[146],"participant's":[148],"anthropometric":[149],"variables,":[150],"binary":[153],"outcome":[154],"variable":[155],"indicating":[156],"whether":[157],"participant":[159],"test.":[162],"The":[163],"best":[164],"performing":[165],"model,":[166],"generalized":[168,231],"spectral":[169,232],"additive":[170,233],"with":[172,230],"functional":[173,188,205,227],"scalar":[175],"covariates,":[176],"achieved":[177],"93.6%":[178],"classification":[179],"accuracy":[180],"F1":[183],"score":[184],"93.5%.":[186],"variance":[191],"showed":[193],"that":[194],"in":[196,207,239,245],"'failed'":[198],"'success'":[200],"groups":[201],"significantly":[203],"different":[204],"means":[206],"three":[208],"signals:":[209],"rate,":[211,214],"oxygen":[212],"uptake":[213,218],"carbon":[216],"dioxide":[217],"rate.":[219],"Overall,":[220],"these":[221],"show":[223],"capability":[225],"data":[228],"models":[234],"identify":[236],"key":[237],"differences":[238],"exercise-induced":[241],"testing.":[249]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}