{"id":"https://openalex.org/W4399043509","doi":"https://doi.org/10.3390/s24113429","title":"An Optimal, Power Efficient, Internet of Medical Things Framework for Monitoring of Physiological Data Using Regression Models","display_name":"An Optimal, Power Efficient, Internet of Medical Things Framework for Monitoring of Physiological Data Using Regression Models","publication_year":2024,"publication_date":"2024-05-26","ids":{"openalex":"https://openalex.org/W4399043509","doi":"https://doi.org/10.3390/s24113429","pmid":"https://pubmed.ncbi.nlm.nih.gov/38894222"},"language":"en","primary_location":{"id":"doi:10.3390/s24113429","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113429","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3429/pdf?version=1716714382","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/11/3429/pdf?version=1716714382","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5081911982","display_name":"Amitabh Mishra","orcid":"https://orcid.org/0000-0002-6566-6925"},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Amitabh Mishra","raw_affiliation_strings":["Department of Cybersecurity and Information Technology, Hall Marcus College of Science and Engineering, University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":"https://orcid.org/0000-0002-6566-6925","affiliations":[{"raw_affiliation_string":"Department of Cybersecurity and Information Technology, Hall Marcus College of Science and Engineering, University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098880848","display_name":"Lucas S. Liberman","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lucas S. Liberman","raw_affiliation_strings":["Department of Computer Science, Hall Marcus College of Science and Engineering, University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hall Marcus College of Science and Engineering, University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5098880849","display_name":"Nagaraju Brahamanpally","orcid":null},"institutions":[{"id":"https://openalex.org/I83683471","display_name":"University of West Florida","ror":"https://ror.org/002w4zy91","country_code":"US","type":"education","lineage":["https://openalex.org/I83683471"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nagaraju Brahamanpally","raw_affiliation_strings":["Department of Computer Science, Hall Marcus College of Science and Engineering, University of West Florida, Pensacola, FL 32514, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hall Marcus College of Science and Engineering, University of West Florida, Pensacola, FL 32514, USA","institution_ids":["https://openalex.org/I83683471"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5081911982"],"corresponding_institution_ids":["https://openalex.org/I83683471"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":0.5072,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.55039296,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"24","issue":"11","first_page":"3429","last_page":"3429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9886000156402588,"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":0.9886000156402588,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9868999719619751,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/T11021","display_name":"ECG Monitoring and Analysis","score":0.9846000075340271,"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/computer-science","display_name":"Computer science","score":0.6244487762451172},{"id":"https://openalex.org/keywords/battery","display_name":"Battery (electricity)","score":0.6196119785308838},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5943834185600281},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.5595145225524902},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.5333787202835083},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.5311124920845032},{"id":"https://openalex.org/keywords/regression-analysis","display_name":"Regression analysis","score":0.5254480242729187},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4679993987083435},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.46197688579559326},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44113689661026},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.44077742099761963},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.4383237957954407},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3546626567840576},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16995543241500854},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.15148627758026123},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09847721457481384}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6244487762451172},{"id":"https://openalex.org/C555008776","wikidata":"https://www.wikidata.org/wiki/Q267298","display_name":"Battery (electricity)","level":3,"score":0.6196119785308838},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5943834185600281},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.5595145225524902},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.5333787202835083},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.5311124920845032},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.5254480242729187},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4679993987083435},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.46197688579559326},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44113689661026},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.44077742099761963},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.4383237957954407},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3546626567840576},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16995543241500854},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.15148627758026123},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09847721457481384},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000080487","descriptor_name":"Internet of Things","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011211","descriptor_name":"Electric Power Supplies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012044","descriptor_name":"Regression Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s24113429","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113429","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3429/pdf?version=1716714382","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38894222","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38894222","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11174858","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11174858","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11174858/pdf/sensors-24-03429.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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:cdb43e0a390c49b3961b96279f73059b","is_oa":false,"landing_page_url":"https://doaj.org/article/cdb43e0a390c49b3961b96279f73059b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"Sensors, Vol 24, Iss 11, p 3429 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/24/11/3429/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s24113429","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s24113429","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24113429","pdf_url":"https://www.mdpi.com/1424-8220/24/11/3429/pdf?version=1716714382","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4399043509.pdf"},"referenced_works_count":65,"referenced_works":["https://openalex.org/W160013633","https://openalex.org/W1889204552","https://openalex.org/W2002241646","https://openalex.org/W2005620533","https://openalex.org/W2015207956","https://openalex.org/W2023587387","https://openalex.org/W2039682342","https://openalex.org/W2041091929","https://openalex.org/W2135567415","https://openalex.org/W2151074096","https://openalex.org/W2185546296","https://openalex.org/W2320629396","https://openalex.org/W2325943429","https://openalex.org/W2735670600","https://openalex.org/W2793242857","https://openalex.org/W2796973873","https://openalex.org/W2893070281","https://openalex.org/W2917386416","https://openalex.org/W2990531785","https://openalex.org/W3005705209","https://openalex.org/W3011686647","https://openalex.org/W3013330736","https://openalex.org/W3016856843","https://openalex.org/W3025103497","https://openalex.org/W3036116092","https://openalex.org/W3081136031","https://openalex.org/W3084206917","https://openalex.org/W3090425278","https://openalex.org/W3092453270","https://openalex.org/W3100548141","https://openalex.org/W3123544502","https://openalex.org/W3128907408","https://openalex.org/W3133664144","https://openalex.org/W3137522988","https://openalex.org/W3146983201","https://openalex.org/W3161870055","https://openalex.org/W3194827039","https://openalex.org/W3196164399","https://openalex.org/W3199633733","https://openalex.org/W3201405831","https://openalex.org/W4200211559","https://openalex.org/W4205888104","https://openalex.org/W4220705538","https://openalex.org/W4220910238","https://openalex.org/W4221079563","https://openalex.org/W4223890675","https://openalex.org/W4231574034","https://openalex.org/W4237790707","https://openalex.org/W4281252444","https://openalex.org/W4293243052","https://openalex.org/W4293452430","https://openalex.org/W4298110073","https://openalex.org/W4300994448","https://openalex.org/W4308275718","https://openalex.org/W4308559981","https://openalex.org/W4361205581","https://openalex.org/W4367056173","https://openalex.org/W4368362130","https://openalex.org/W4383954847","https://openalex.org/W4385318219","https://openalex.org/W4387088063","https://openalex.org/W6755563873","https://openalex.org/W6762699440","https://openalex.org/W6777769067","https://openalex.org/W6790824729"],"related_works":["https://openalex.org/W31220157","https://openalex.org/W2312753042","https://openalex.org/W4289356671","https://openalex.org/W2389155397","https://openalex.org/W2165884543","https://openalex.org/W3186837933","https://openalex.org/W2368989808","https://openalex.org/W2034959125","https://openalex.org/W2355687852","https://openalex.org/W2621086889"],"abstract_inverted_index":{"The":[0,147],"sensors":[1,56],"used":[2],"in":[3,145,167],"the":[4,55,61,70,78,81,101,129,132,139,142,162],"Internet":[5],"of":[6,36,72,103,109,134,141],"Medical":[7],"Things":[8],"(IoMT)":[9],"network":[10,40,168],"run":[11],"on":[12,138,161],"batteries":[13],"and":[14,76,165],"need":[15],"to":[16,50,68,99,127,155],"be":[17,58,67],"replaced,":[18],"replenished":[19],"or":[20],"should":[21],"use":[22],"energy":[23],"harvesting":[24],"for":[25,33,39],"continuous":[26],"power":[27,38,52,164],"needs.":[28],"Additionally,":[29],"there":[30],"are":[31,119],"mechanisms":[32],"better":[34],"utilization":[35],"battery":[37,163],"longevity.":[41,169],"IoMT":[42],"networks":[43],"pose":[44],"a":[45],"unique":[46],"challenge":[47],"with":[48],"respect":[49],"sensor":[51,73],"replenishment":[53],"as":[54,153],"could":[57,66],"embedded":[59],"inside":[60],"subject.":[62],"A":[63],"possible":[64],"solution":[65],"reduce":[69],"amount":[71],"data":[74,105],"transmission":[75],"recreate":[77],"signal":[79],"at":[80],"receiving":[82],"end.":[83],"This":[84],"article":[85],"builds":[86],"upon":[87],"previous":[88],"physiological":[89,110],"monitoring":[90],"studies":[91],"by":[92],"applying":[93],"new":[94],"decision":[95,135],"tree-based":[96],"regression":[97,117,143],"models":[98],"calculate":[100],"accuracy":[102],"reproducing":[104],"from":[106],"two":[107],"sets":[108],"signals":[111],"transmitted":[112],"over":[113,122],"cellular":[114],"networks.":[115],"These":[116],"analyses":[118],"then":[120],"executed":[121],"three":[123],"different":[124],"iteration":[125],"varieties":[126],"assess":[128],"effect":[130],"that":[131],"number":[133],"trees":[136],"has":[137],"efficiency":[140],"model":[144],"question.":[146],"results":[148],"indicate":[149],"much":[150],"lower":[151],"errors":[152],"compared":[154],"other":[156],"approaches":[157],"indicating":[158],"significant":[159],"saving":[160],"improvement":[166]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
