{"id":"https://openalex.org/W4206746409","doi":"https://doi.org/10.1109/bigdata52589.2021.9671288","title":"Respiratory Rate Prediction Algorithm based on Pulse Oximeter","display_name":"Respiratory Rate Prediction Algorithm based on Pulse Oximeter","publication_year":2021,"publication_date":"2021-12-15","ids":{"openalex":"https://openalex.org/W4206746409","doi":"https://doi.org/10.1109/bigdata52589.2021.9671288"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata52589.2021.9671288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671288","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04355638","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5047644321","display_name":"Nurdan Cetinkaya","orcid":null},"institutions":[{"id":"https://openalex.org/I94294566","display_name":"Galatasaray University","ror":"https://ror.org/00btgsb62","country_code":"TR","type":"education","lineage":["https://openalex.org/I94294566"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Nurdan Cetinkaya","raw_affiliation_strings":["Dept. Computer Engineering, Galatasaray University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Dept. Computer Engineering, Galatasaray University, Istanbul, Turkey","institution_ids":["https://openalex.org/I94294566"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058949740","display_name":"Sultan Turhan","orcid":"https://orcid.org/0000-0001-9763-0882"},"institutions":[{"id":"https://openalex.org/I94294566","display_name":"Galatasaray University","ror":"https://ror.org/00btgsb62","country_code":"TR","type":"education","lineage":["https://openalex.org/I94294566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Sultan Turhan","raw_affiliation_strings":["Dept. Computer Engineering, Galatasaray University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Dept. Computer Engineering, Galatasaray University, Istanbul, Turkey","institution_ids":["https://openalex.org/I94294566"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012507100","display_name":"\u00d6zg\u00fcn P\u0131narer","orcid":"https://orcid.org/0000-0002-0280-3689"},"institutions":[{"id":"https://openalex.org/I94294566","display_name":"Galatasaray University","ror":"https://ror.org/00btgsb62","country_code":"TR","type":"education","lineage":["https://openalex.org/I94294566"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozgun Pinarer","raw_affiliation_strings":["Dept. Computer Engineering, Galatasaray University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Dept. Computer Engineering, Galatasaray University, Istanbul, Turkey","institution_ids":["https://openalex.org/I94294566"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5047644321"],"corresponding_institution_ids":["https://openalex.org/I94294566"],"apc_list":null,"apc_paid":null,"fwci":1.9263,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.86933265,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"4652","last_page":"4658"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9998999834060669,"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":0.9998999834060669,"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/T10745","display_name":"Heart Rate Variability and Autonomic Control","score":0.9994000196456909,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9983999729156494,"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":0.9074600338935852},{"id":"https://openalex.org/keywords/respiratory-rate","display_name":"Respiratory rate","score":0.7204304933547974},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6520607471466064},{"id":"https://openalex.org/keywords/pulse","display_name":"Pulse (music)","score":0.4566045105457306},{"id":"https://openalex.org/keywords/respiratory-system","display_name":"Respiratory system","score":0.4393778145313263},{"id":"https://openalex.org/keywords/pulse-rate","display_name":"Pulse rate","score":0.4384569227695465},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42202234268188477},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42028215527534485},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4171854555606842},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3579521179199219},{"id":"https://openalex.org/keywords/heart-rate","display_name":"Heart rate","score":0.32834625244140625},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2677079439163208},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.1405574083328247},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.0949333906173706}],"concepts":[{"id":"https://openalex.org/C116390426","wikidata":"https://www.wikidata.org/wiki/Q7187885","display_name":"Photoplethysmogram","level":3,"score":0.9074600338935852},{"id":"https://openalex.org/C8213797","wikidata":"https://www.wikidata.org/wiki/Q754250","display_name":"Respiratory rate","level":4,"score":0.7204304933547974},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520607471466064},{"id":"https://openalex.org/C2780167933","wikidata":"https://www.wikidata.org/wiki/Q1550652","display_name":"Pulse (music)","level":3,"score":0.4566045105457306},{"id":"https://openalex.org/C534529494","wikidata":"https://www.wikidata.org/wiki/Q7891","display_name":"Respiratory system","level":2,"score":0.4393778145313263},{"id":"https://openalex.org/C2988351347","wikidata":"https://www.wikidata.org/wiki/Q191733","display_name":"Pulse rate","level":3,"score":0.4384569227695465},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42202234268188477},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42028215527534485},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4171854555606842},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3579521179199219},{"id":"https://openalex.org/C2777953023","wikidata":"https://www.wikidata.org/wiki/Q1073121","display_name":"Heart rate","level":3,"score":0.32834625244140625},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2677079439163208},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1405574083328247},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0949333906173706},{"id":"https://openalex.org/C84393581","wikidata":"https://www.wikidata.org/wiki/Q82642","display_name":"Blood pressure","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/bigdata52589.2021.9671288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata52589.2021.9671288","pdf_url":null,"source":{"id":"https://openalex.org/S4363607718","display_name":"2021 IEEE International Conference on Big Data (Big Data)","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":"2021 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"},{"id":"pmh:03561517-933b-41ef-8b3c-b3fc6c685fb6","is_oa":false,"landing_page_url":"https://avesis.gsu.edu.tr/publication/details/03561517-933b-41ef-8b3c-b3fc6c685fb6/oai","pdf_url":null,"source":{"id":"https://openalex.org/S7407055142","display_name":"Galatasaray University - AVESIS","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":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:HAL:hal-04355638v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04355638","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data), Dec 2021, Orlando, United States. pp.4652-4658, ⟨10.1109/BigData52589.2021.9671288⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04355638v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04355638","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2021 IEEE International Conference on Big Data (Big Data), Dec 2021, Orlando, United States. pp.4652-4658, ⟨10.1109/BigData52589.2021.9671288⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321858","display_name":"Galatasaray \u00dcniversitesi","ror":"https://ror.org/00btgsb62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1190519997","https://openalex.org/W2015466827","https://openalex.org/W2033577462","https://openalex.org/W2071753112","https://openalex.org/W2075109859","https://openalex.org/W2125459357","https://openalex.org/W2140147284","https://openalex.org/W2162800060","https://openalex.org/W2552408385","https://openalex.org/W2624556045","https://openalex.org/W2803558623","https://openalex.org/W2950709924","https://openalex.org/W2951565129","https://openalex.org/W2979309842","https://openalex.org/W2994721411","https://openalex.org/W3016545471","https://openalex.org/W3022260786","https://openalex.org/W3033446455","https://openalex.org/W3035951773","https://openalex.org/W3035960381","https://openalex.org/W3038637827","https://openalex.org/W3046970079","https://openalex.org/W3047098227","https://openalex.org/W3082324477","https://openalex.org/W3095708005","https://openalex.org/W3105534656","https://openalex.org/W3131936297","https://openalex.org/W3151990753","https://openalex.org/W4241050402","https://openalex.org/W4252208101","https://openalex.org/W6610017368","https://openalex.org/W6751791475"],"related_works":["https://openalex.org/W2384584038","https://openalex.org/W1989270564","https://openalex.org/W1996314835","https://openalex.org/W2043326433","https://openalex.org/W2294459407","https://openalex.org/W1930005563","https://openalex.org/W4367040707","https://openalex.org/W2970617416","https://openalex.org/W2323865216","https://openalex.org/W2936194951"],"abstract_inverted_index":{"Respiratory":[0,20],"rate":[1,36,81],"(RR)":[2],"is":[3,24,51,87],"a":[4,33,72],"physiological":[5],"parameter":[6],"typically":[7],"used":[8],"to":[9,25,31,55,63],"monitor":[10],"patient":[11],"status":[12],"in":[13,67],"clinical":[14,84],"settings.":[15],"The":[16],"goal":[17,54],"of":[18,59,71,74,76,92],"the":[19,57,90],"Rate":[21],"Prediction":[22],"Project":[23],"use":[26],"supervised":[27],"machine":[28],"learning":[29],"techniques":[30],"estimate":[32],"person\u2019s":[34],"respiratory":[35,80],"using":[37,60],"real-time,":[38],"continuous":[39],"Photoplethysmogram":[40],"(PPG)":[41],"and":[42,45,86,96],"Electrocardiogram":[43],"(ECG)":[44],"oximeter":[46],"data.":[47],"In":[48],"addition,":[49],"it":[50],"also":[52],"our":[53],"investigate":[56],"feasibility":[58],"such":[61],"data":[62,85],"improve":[64],"diagnostic":[65],"processes":[66],"healthcare.":[68],"It":[69],"consists":[70],"series":[73],"studies":[75],"different":[77],"algorithms":[78],"for":[79],"estimation":[82],"from":[83],"complemented":[88],"by":[89],"provision":[91],"publicly":[93],"available":[94],"datasets":[95],"resources.":[97]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}