{"id":"https://openalex.org/W2973095090","doi":"https://doi.org/10.1109/bhi.2019.8834662","title":"Modeling Blood Volume Pulse Signal Using Exercise Intensity","display_name":"Modeling Blood Volume Pulse Signal Using Exercise Intensity","publication_year":2019,"publication_date":"2019-05-01","ids":{"openalex":"https://openalex.org/W2973095090","doi":"https://doi.org/10.1109/bhi.2019.8834662","mag":"2973095090"},"language":"en","primary_location":{"id":"doi:10.1109/bhi.2019.8834662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2019.8834662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)","raw_type":"proceedings-article"},"type":"article","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/A5025784078","display_name":"Sediqeh Samadi","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Sediqeh Samadi","raw_affiliation_strings":["Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)"],"affiliations":[{"raw_affiliation_string":"Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035087488","display_name":"Mudassir Rashid","orcid":"https://orcid.org/0000-0003-4521-0872"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mudassir Rashid","raw_affiliation_strings":["Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)"],"affiliations":[{"raw_affiliation_string":"Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014727040","display_name":"Mohammad Reza Askari","orcid":"https://orcid.org/0000-0003-0642-6865"},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammad Reza Askari","raw_affiliation_strings":["Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)"],"affiliations":[{"raw_affiliation_string":"Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033369654","display_name":"Shahineze Saada","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shahineze Saada","raw_affiliation_strings":["Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)"],"affiliations":[{"raw_affiliation_string":"Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082047722","display_name":"Paul Kolodziej","orcid":null},"institutions":[{"id":"https://openalex.org/I180949307","display_name":"Illinois Institute of Technology","ror":"https://ror.org/037t3ry66","country_code":"US","type":"education","lineage":["https://openalex.org/I180949307"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Paul Kolodziej","raw_affiliation_strings":["Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)"],"affiliations":[{"raw_affiliation_string":"Dept. of Chem./Bio. Eng. (ChBE), Illinois Institute of Technology (IIT)","institution_ids":["https://openalex.org/I180949307"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001118498","display_name":"Minsun Park","orcid":"https://orcid.org/0000-0002-4016-8567"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Minsun Park","raw_affiliation_strings":["Coll. of Nurs., University of Illinois at Chicago, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Coll. of Nurs., University of Illinois at Chicago, Chicago, IL","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024334367","display_name":"Laurie Quinn","orcid":"https://orcid.org/0000-0002-0111-8137"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurie Quinn","raw_affiliation_strings":["Coll. of Nurs., University of Illinois at Chicago, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Coll. of Nurs., University of Illinois at Chicago, Chicago, IL","institution_ids":["https://openalex.org/I39422238"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064654165","display_name":"Ali \u00c7\u0131nar","orcid":"https://orcid.org/0000-0002-1607-9943"},"institutions":[{"id":"https://openalex.org/I1310264347","display_name":"IIT Research Institute","ror":"https://ror.org/057jp7h82","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1310264347"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Cinar","raw_affiliation_strings":["Depts. of ChBE and Biomed. Eng., IIT, Chicago, IL"],"affiliations":[{"raw_affiliation_string":"Depts. of ChBE and Biomed. Eng., IIT, Chicago, IL","institution_ids":["https://openalex.org/I1310264347"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5025784078"],"corresponding_institution_ids":["https://openalex.org/I180949307"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09889617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"4","issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":1.0,"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"}},{"id":"https://openalex.org/T11700","display_name":"Hemodynamic Monitoring and Therapy","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9980999827384949,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/photoplethysmogram","display_name":"Photoplethysmogram","score":0.9250361919403076},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.6076993346214294},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.6060472726821899},{"id":"https://openalex.org/keywords/waveform","display_name":"Waveform","score":0.5962508916854858},{"id":"https://openalex.org/keywords/cycling","display_name":"Cycling","score":0.5960869193077087},{"id":"https://openalex.org/keywords/intensity","display_name":"Intensity (physics)","score":0.5610135197639465},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.5295494794845581},{"id":"https://openalex.org/keywords/root-mean-square","display_name":"Root mean square","score":0.4814952611923218},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.47396227717399597},{"id":"https://openalex.org/keywords/treadmill","display_name":"Treadmill","score":0.4476071894168854},{"id":"https://openalex.org/keywords/exercise-intensity","display_name":"Exercise intensity","score":0.4401862919330597},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4171569347381592},{"id":"https://openalex.org/keywords/standard-deviation","display_name":"Standard deviation","score":0.41135215759277344},{"id":"https://openalex.org/keywords/blood-pressure","display_name":"Blood pressure","score":0.3857036232948303},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32412925362586975},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.27230584621429443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.26398593187332153},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21680882573127747},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.20900341868400574},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.18147289752960205},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.07684582471847534}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9250361919403076},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.6076993346214294},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.6060472726821899},{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.5962508916854858},{"id":"https://openalex.org/C541528975","wikidata":"https://www.wikidata.org/wiki/Q53121","display_name":"Cycling","level":2,"score":0.5960869193077087},{"id":"https://openalex.org/C93038891","wikidata":"https://www.wikidata.org/wiki/Q1061524","display_name":"Intensity (physics)","level":2,"score":0.5610135197639465},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.5295494794845581},{"id":"https://openalex.org/C71907059","wikidata":"https://www.wikidata.org/wiki/Q223323","display_name":"Root mean square","level":2,"score":0.4814952611923218},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.47396227717399597},{"id":"https://openalex.org/C2781464450","wikidata":"https://www.wikidata.org/wiki/Q839144","display_name":"Treadmill","level":2,"score":0.4476071894168854},{"id":"https://openalex.org/C2776811442","wikidata":"https://www.wikidata.org/wiki/Q5420058","display_name":"Exercise intensity","level":4,"score":0.4401862919330597},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4171569347381592},{"id":"https://openalex.org/C22679943","wikidata":"https://www.wikidata.org/wiki/Q159375","display_name":"Standard deviation","level":2,"score":0.41135215759277344},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.3857036232948303},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32412925362586975},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.27230584621429443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26398593187332153},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21680882573127747},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.20900341868400574},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.18147289752960205},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.07684582471847534},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.0},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bhi.2019.8834662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bhi.2019.8834662","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W123718493","https://openalex.org/W1512737295","https://openalex.org/W1910371901","https://openalex.org/W1981918735","https://openalex.org/W1988681682","https://openalex.org/W1998585127","https://openalex.org/W2078592335","https://openalex.org/W2086060900","https://openalex.org/W2090902080","https://openalex.org/W2109578009","https://openalex.org/W2122215172","https://openalex.org/W2137907596","https://openalex.org/W2149645030","https://openalex.org/W2161680311","https://openalex.org/W2245261945","https://openalex.org/W2246628885","https://openalex.org/W2465675980","https://openalex.org/W2521637493","https://openalex.org/W2563404472","https://openalex.org/W2586800719","https://openalex.org/W2898213928","https://openalex.org/W4234807043","https://openalex.org/W4250910818","https://openalex.org/W6630428233","https://openalex.org/W6639762367"],"related_works":["https://openalex.org/W2732360296","https://openalex.org/W1994871954","https://openalex.org/W4297152434","https://openalex.org/W2072858761","https://openalex.org/W1540261775","https://openalex.org/W4200107443","https://openalex.org/W4239033438","https://openalex.org/W2160715304","https://openalex.org/W2018476407","https://openalex.org/W2131273980"],"abstract_inverted_index":{"Blood":[0],"volume":[1],"pulse":[2],"(BVP)":[3],"measurements":[4],"obtained":[5],"through":[6,165],"the":[7,36,42,48,59,63,74,84,87,92,118,124,130,138,142,162],"noninvasive":[8],"photoplethysmography":[9],"technique":[10],"are":[11,99,127,145],"often":[12],"analyzed":[13],"to":[14,52,57,129,161,178],"derive":[15],"physiological":[16],"variables":[17],"such":[18],"as":[19],"heart":[20],"rate":[21],"(HR)":[22],"and":[23,28,81,111,115,120,148,154],"HR":[24,75,96,131,143,158,179],"variability,":[25],"blood":[26],"pressure,":[27],"respiratory":[29],"rate.":[30],"Physical":[31],"activity":[32],"is":[33,51,69,159],"one":[34],"of":[35,47,109,141],"predominant":[37],"factors":[38],"inducing":[39],"changes":[40,61],"in":[41,62,86,107],"BVP":[43,64,88,163],"signal.":[44,65],"The":[45,95,133,157],"goal":[46],"present":[49],"study":[50],"develop":[53],"a":[54,166],"mathematical":[55],"model":[56,97,167,174],"characterize":[58],"exercise-induced":[60],"A":[66],"two-step":[67],"procedure":[68],"developed":[70,168],"that":[71],"first":[72],"models":[73],"using":[76,101],"specified":[77],"exercise":[78],"intensity":[79],"information,":[80],"then":[82],"characterizes":[83],"change":[85,176],"waveform":[89],"based":[90,169],"on":[91,170],"estimated":[93],"HR.":[94],"parameters":[98,175],"identified":[100],"experiments":[102],"involving":[103],"18":[104],"subjects":[105],"participating":[106],"bouts":[108],"running":[110,153],"cycling":[112,121],"exercise.":[113],"Speed":[114],"incline":[116],"for":[117,123,137],"treadmill":[119],"power":[122],"stationary":[125],"bike":[126],"inputs":[128],"model.":[132],"mean":[134],"(standard":[135],"deviation)":[136],"root-mean-square":[139],"error":[140],"predictions":[144],"16.1":[146],"(4.0)":[147],"12.47":[149],"(4.6)":[150],"BPM":[151],"during":[152],"cycling,":[155],"respectively.":[156],"transformed":[160],"signal":[164],"log-normal":[171],"functions":[172],"where":[173],"due":[177],"variability.":[180]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}