{"id":"https://openalex.org/W4405491516","doi":"https://doi.org/10.1109/sensors60989.2024.10784571","title":"ResSense: A Modern Pipeline for Respiratory Arousal Detection Using PPG Signals","display_name":"ResSense: A Modern Pipeline for Respiratory Arousal Detection Using PPG Signals","publication_year":2024,"publication_date":"2024-10-20","ids":{"openalex":"https://openalex.org/W4405491516","doi":"https://doi.org/10.1109/sensors60989.2024.10784571"},"language":"en","primary_location":{"id":"doi:10.1109/sensors60989.2024.10784571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sensors60989.2024.10784571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE SENSORS","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/A5080239761","display_name":"Nattawat Soontreekulpong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153049","display_name":"Vidyasirimedhi Institute of Science and Technology","ror":"https://ror.org/053jehz60","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210153049"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Nattawat Soontreekulpong","raw_affiliation_strings":["Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand"],"affiliations":[{"raw_affiliation_string":"Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand","institution_ids":["https://openalex.org/I4210153049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053155881","display_name":"Phairot Autthasan","orcid":"https://orcid.org/0000-0002-9566-8382"},"institutions":[{"id":"https://openalex.org/I4210153049","display_name":"Vidyasirimedhi Institute of Science and Technology","ror":"https://ror.org/053jehz60","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210153049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Phairot Autthasan","raw_affiliation_strings":["Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand"],"affiliations":[{"raw_affiliation_string":"Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand","institution_ids":["https://openalex.org/I4210153049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030713246","display_name":"Thitikorn Kaewlee","orcid":"https://orcid.org/0000-0002-1396-0356"},"institutions":[{"id":"https://openalex.org/I4210153049","display_name":"Vidyasirimedhi Institute of Science and Technology","ror":"https://ror.org/053jehz60","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210153049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Thitikorn Kaewlee","raw_affiliation_strings":["Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand"],"affiliations":[{"raw_affiliation_string":"Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand","institution_ids":["https://openalex.org/I4210153049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115513993","display_name":"Wansiri Worawitayanon","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153049","display_name":"Vidyasirimedhi Institute of Science and Technology","ror":"https://ror.org/053jehz60","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210153049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Wansiri Worawitayanon","raw_affiliation_strings":["Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand"],"affiliations":[{"raw_affiliation_string":"Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand","institution_ids":["https://openalex.org/I4210153049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091190609","display_name":"Tanut Choksatchawathi","orcid":"https://orcid.org/0000-0001-9061-0862"},"institutions":[{"id":"https://openalex.org/I4210153049","display_name":"Vidyasirimedhi Institute of Science and Technology","ror":"https://ror.org/053jehz60","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210153049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Tanut Choksatchawathi","raw_affiliation_strings":["Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand"],"affiliations":[{"raw_affiliation_string":"Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand","institution_ids":["https://openalex.org/I4210153049"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035074236","display_name":"Nattapong Jaimchariyatam","orcid":"https://orcid.org/0000-0003-4904-6715"},"institutions":[{"id":"https://openalex.org/I2802209374","display_name":"King Chulalongkorn Memorial Hospital","ror":"https://ror.org/05jd2pj53","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I2802209374"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Nattapong Jaimchariyatam","raw_affiliation_strings":["Excellence Center for Sleep Disorders, King Chulalongkorn Memorial Hospital,Bangkok,Thailand"],"affiliations":[{"raw_affiliation_string":"Excellence Center for Sleep Disorders, King Chulalongkorn Memorial Hospital,Bangkok,Thailand","institution_ids":["https://openalex.org/I2802209374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044693216","display_name":"Busarakum Chaitusaney","orcid":null},"institutions":[{"id":"https://openalex.org/I2802209374","display_name":"King Chulalongkorn Memorial Hospital","ror":"https://ror.org/05jd2pj53","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I2802209374"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Busarakum Chaitusaney","raw_affiliation_strings":["Excellence Center for Sleep Disorders, King Chulalongkorn Memorial Hospital,Bangkok,Thailand"],"affiliations":[{"raw_affiliation_string":"Excellence Center for Sleep Disorders, King Chulalongkorn Memorial Hospital,Bangkok,Thailand","institution_ids":["https://openalex.org/I2802209374"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022621021","display_name":"Theerawit Wilaiprasitporn","orcid":"https://orcid.org/0000-0003-4941-4354"},"institutions":[{"id":"https://openalex.org/I4210153049","display_name":"Vidyasirimedhi Institute of Science and Technology","ror":"https://ror.org/053jehz60","country_code":"TH","type":"education","lineage":["https://openalex.org/I4210153049"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Theerawit Wilaiprasitporn","raw_affiliation_strings":["Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand"],"affiliations":[{"raw_affiliation_string":"Vidyasirimedhi Institute of Science and Technology (VISTEC),Thailand","institution_ids":["https://openalex.org/I4210153049"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5080239761"],"corresponding_institution_ids":["https://openalex.org/I4210153049"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21887504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.900600016117096,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.900600016117096,"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":0.6679164171218872},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.5957911610603333},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.5097889304161072},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44346344470977783},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3631337285041809},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.10942041873931885},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.0804871916770935},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.052100419998168945}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6679164171218872},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.5957911610603333},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.5097889304161072},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44346344470977783},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3631337285041809},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.10942041873931885},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0804871916770935},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.052100419998168945}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sensors60989.2024.10784571","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sensors60989.2024.10784571","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE SENSORS","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1968771781","https://openalex.org/W1996079749","https://openalex.org/W2066990400","https://openalex.org/W2071879357","https://openalex.org/W2101234009","https://openalex.org/W2611695796","https://openalex.org/W2796062758","https://openalex.org/W2966096559","https://openalex.org/W2977582011","https://openalex.org/W3026720205","https://openalex.org/W3090333983","https://openalex.org/W3094135129","https://openalex.org/W3118262189","https://openalex.org/W4234831498","https://openalex.org/W4280500492","https://openalex.org/W4382501177","https://openalex.org/W4385694540","https://openalex.org/W4392682846","https://openalex.org/W4400975311"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Sleep-disordered":[0],"breathing":[1],"(SDB)":[2],"is":[3],"a":[4,42],"condition":[5],"characterized":[6],"by":[7],"respiratory":[8,28,54,74,130,145],"events":[9],"during":[10,134],"sleep":[11,59],"that":[12,45,112,139],"induce":[13],"cortical":[14],"arousals":[15],"and":[16,72,85,99,123,126],"alter":[17],"autonomic":[18],"markers.":[19],"However,":[20],"limited":[21],"research":[22],"has":[23],"been":[24],"conducted":[25,73],"on":[26,36,148,160],"detecting":[27,144],"arousal":[29,55,75,107,131,146],"using":[30,77],"machine":[31],"learning":[32],"(ML)":[33],"algorithms":[34,89],"based":[35,147,159],"photoplethysmogra-phy":[37],"(PPG).":[38],"This":[39],"paper":[40],"presents":[41],"modern":[43],"pipeline":[44],"explores":[46],"the":[47,113,140],"potential":[48],"of":[49],"PPG":[50,65,103,149],"signals":[51,66,104],"to":[52,105,155],"determine":[53],"in":[56],"suspected":[57,69],"obstructive":[58],"apnea":[60],"(OSA)":[61],"patients.":[62],"We":[63],"collected":[64],"from":[67,102],"48":[68],"OSA":[70],"patients":[71],"detection":[76,157],"random":[78],"forest":[79],"(RF),":[80],"extreme":[81],"gradient":[82],"boosting":[83],"(XGBoost),":[84],"k-nearest":[86],"neighbors":[87],"(k-NN)":[88],"with":[90],"two":[91],"feature":[92],"extraction":[93],"techniques.":[94],"Specifically,":[95],"we":[96],"investigated":[97],"morphological":[98,118],"physiological":[100],"features":[101],"identify":[106],"events.":[108],"Our":[109],"results":[110],"indicate":[111,138],"XGBoost":[114],"algorithm,":[115],"utilizing":[116],"PPG-based":[117],"features,":[119],"achieved":[120],"outstanding":[121],"accuracy":[122],"F1-score":[124],"(89.83\u00b16.58%":[125],"85.52\u00b18.92%,":[127],"respectively)":[128],"for":[129,143],"event":[132],"classi-fication":[133],"sleep.":[135],"The":[136],"findings":[137],"proposed":[141],"method":[142],"can":[150],"be":[151],"an":[152],"acceptable":[153],"alternative":[154],"traditional":[156],"systems":[158],"electroencephalogram":[161],"(EEG).":[162]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}