{"id":"https://openalex.org/W4281624136","doi":"https://doi.org/10.1016/j.artmed.2022.102328","title":"A meta-learning algorithm for respiratory flow prediction from FBG-based wearables in unrestrained conditions","display_name":"A meta-learning algorithm for respiratory flow prediction from FBG-based wearables in unrestrained conditions","publication_year":2022,"publication_date":"2022-05-29","ids":{"openalex":"https://openalex.org/W4281624136","doi":"https://doi.org/10.1016/j.artmed.2022.102328","pmid":"https://pubmed.ncbi.nlm.nih.gov/35809967"},"language":"en","primary_location":{"id":"doi:10.1016/j.artmed.2022.102328","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102328","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1016/j.artmed.2022.102328","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5066798538","display_name":"Mariangela Filosa","orcid":"https://orcid.org/0000-0002-3365-7725"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Mariangela Filosa","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy. Electronic address: mariangela.filosa@santannapisa.it","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy. Electronic address: mariangela.filosa@santannapisa.it","institution_ids":[]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063478872","display_name":"Luca Massari","orcid":"https://orcid.org/0000-0002-1104-0097"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Luca Massari","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067757330","display_name":"Davide Ferraro","orcid":"https://orcid.org/0000-0002-6760-7988"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Davide Ferraro","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003457565","display_name":"Giacomo D\u2019Alesio","orcid":null},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giacomo D'Alesio","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055057793","display_name":"Jessica D\u2019Abbraccio","orcid":"https://orcid.org/0000-0002-5139-2425"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Jessica D'Abbraccio","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":[]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027392145","display_name":"Andrea Aliperta","orcid":null},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Aliperta","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy; ARTES4.0 Competence Center on Advanced Robotics and enabling digital TEchnologies and Systems, Pontedera, Italy","ARTES4.0 Competence Center on Advanced Robotics and enabling digital TEchnologies and Systems, Pontedera, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy; ARTES4.0 Competence Center on Advanced Robotics and enabling digital TEchnologies and Systems, Pontedera, Italy","institution_ids":[]},{"raw_affiliation_string":"ARTES4.0 Competence Center on Advanced Robotics and enabling digital TEchnologies and Systems, Pontedera, Italy","institution_ids":[]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076867458","display_name":"Daniela Lo Presti","orcid":"https://orcid.org/0000-0002-1507-231X"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Daniela Lo Presti","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039573438","display_name":"Joshua Di Tocco","orcid":"https://orcid.org/0000-0002-9841-7861"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Joshua Di Tocco","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047248240","display_name":"Martina Zaltieri","orcid":"https://orcid.org/0000-0003-4849-6212"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Martina Zaltieri","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048168670","display_name":"Carlo Massaroni","orcid":"https://orcid.org/0000-0002-3090-5623"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Carlo Massaroni","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067356214","display_name":"Maria Chiara Carrozza","orcid":"https://orcid.org/0000-0002-7630-0865"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]},{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Chiara Carrozza","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy; IRCCS Fondazione don Carlo Gnocchi, Milan, Italy","IRCCS Fondazione don Carlo Gnocchi, Milan, Italy","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy; IRCCS Fondazione don Carlo Gnocchi, Milan, Italy","institution_ids":[]},{"raw_affiliation_string":"IRCCS Fondazione don Carlo Gnocchi, Milan, Italy","institution_ids":["https://openalex.org/I4210116940"]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089262137","display_name":"Maurizio Ferrarin","orcid":"https://orcid.org/0000-0002-7797-2399"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Ferrarin","raw_affiliation_strings":["IRCCS Fondazione don Carlo Gnocchi, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione don Carlo Gnocchi, Milan, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017392071","display_name":"Marco Di Rienzo","orcid":"https://orcid.org/0000-0002-8627-9369"},"institutions":[{"id":"https://openalex.org/I4210116940","display_name":"Don Carlo Gnocchi Foundation","ror":"https://ror.org/02e3ssq97","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210116940"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Marco Di Rienzo","raw_affiliation_strings":["IRCCS Fondazione don Carlo Gnocchi, Milan, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IRCCS Fondazione don Carlo Gnocchi, Milan, Italy","institution_ids":["https://openalex.org/I4210116940"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026033118","display_name":"Emiliano Schena","orcid":"https://orcid.org/0000-0002-9696-1265"},"institutions":[{"id":"https://openalex.org/I155125353","display_name":"Universit\u00e0 Campus Bio-Medico","ror":"https://ror.org/04gqx4x78","country_code":"IT","type":"education","lineage":["https://openalex.org/I155125353"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Emiliano Schena","raw_affiliation_strings":["Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Engineering, Universit\u00e0 Campus Bio-Medico di Roma, Rome, Italy","institution_ids":["https://openalex.org/I155125353"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051355825","display_name":"Calogero Maria Oddo","orcid":"https://orcid.org/0000-0002-1489-5701"},"institutions":[{"id":"https://openalex.org/I162290304","display_name":"Scuola Superiore Sant'Anna","ror":"https://ror.org/025602r80","country_code":"IT","type":"education","lineage":["https://openalex.org/I162290304"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Calogero Maria Oddo","raw_affiliation_strings":["The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy. Electronic address: calogero.oddo@santannapisa.it","The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy; Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy. Electronic address: calogero.oddo@santannapisa.it","institution_ids":[]},{"raw_affiliation_string":"The BioRobotics Institute, Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]},{"raw_affiliation_string":"Department of Excellence in Robotics & A.I., Scuola Superiore Sant'Anna, Pisa, Italy","institution_ids":["https://openalex.org/I162290304"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":15,"corresponding_author_ids":["https://openalex.org/A5051355825","https://openalex.org/A5066798538"],"corresponding_institution_ids":["https://openalex.org/I162290304"],"apc_list":{"value":3230,"currency":"USD","value_usd":3230},"apc_paid":{"value":3230,"currency":"USD","value_usd":3230},"fwci":2.1244,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.86630163,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"130","issue":null,"first_page":"102328","last_page":"102328"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9980000257492065,"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":0.9980000257492065,"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/T10234","display_name":"Obstructive Sleep Apnea Research","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10322","display_name":"Respiratory Support and Mechanisms","score":0.9878000020980835,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory 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":0.8079873323440552},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6690825819969177},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.6383759379386902},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6032892465591431},{"id":"https://openalex.org/keywords/breathing","display_name":"Breathing","score":0.5133763551712036},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.447476327419281},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.44168993830680847},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16945406794548035},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11802074313163757}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079873323440552},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6690825819969177},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.6383759379386902},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6032892465591431},{"id":"https://openalex.org/C39300077","wikidata":"https://www.wikidata.org/wiki/Q9530","display_name":"Breathing","level":2,"score":0.5133763551712036},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.447476327419281},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.44168993830680847},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16945406794548035},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11802074313163757},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","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":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012119","descriptor_name":"Respiration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1016/j.artmed.2022.102328","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102328","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},{"id":"pmid:35809967","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35809967","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":"Artificial intelligence in medicine","raw_type":null},{"id":"pmh:oai:boa.unimib.it:10281/521744","is_oa":true,"landing_page_url":"https://hdl.handle.net/10281/521744","pdf_url":null,"source":{"id":"https://openalex.org/S4306401259","display_name":"BOA (University of Milano-Bicocca)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I66752286","host_organization_name":"University of Milano-Bicocca","host_organization_lineage":["https://openalex.org/I66752286"],"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":null,"raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:www.iris.sssup.it:11382/550871","is_oa":true,"landing_page_url":"https://hdl.handle.net/11382/550871","pdf_url":null,"source":{"id":"https://openalex.org/S4377196376","display_name":"CINECA IRIS Institutional Research Information System (Sant'Anna School of Advanced Studies)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I162290304","host_organization_name":"Scuola Superiore Sant'Anna","host_organization_lineage":["https://openalex.org/I162290304"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1016/j.artmed.2022.102328","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.artmed.2022.102328","pdf_url":null,"source":{"id":"https://openalex.org/S42468263","display_name":"Artificial Intelligence in Medicine","issn_l":"0933-3657","issn":["0933-3657","1873-2860"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Intelligence in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8516512603","display_name":null,"funder_award_id":"ID10/2018","funder_id":"https://openalex.org/F4320324633","funder_display_name":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro"}],"funders":[{"id":"https://openalex.org/F4320321781","display_name":"Ministero della Salute","ror":"https://ror.org/00789fa95"},{"id":"https://openalex.org/F4320322144","display_name":"Universit\u00e0 Campus Bio-Medico di Roma","ror":"https://ror.org/04gqx4x78"},{"id":"https://openalex.org/F4320324633","display_name":"Istituto Nazionale per l'Assicurazione Contro Gli Infortuni sul Lavoro","ror":"https://ror.org/01t264m74"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":86,"referenced_works":["https://openalex.org/W78312103","https://openalex.org/W1867009124","https://openalex.org/W1953563185","https://openalex.org/W1981276685","https://openalex.org/W1990665647","https://openalex.org/W2002605163","https://openalex.org/W2024878110","https://openalex.org/W2040153927","https://openalex.org/W2041842530","https://openalex.org/W2064675550","https://openalex.org/W2069143585","https://openalex.org/W2073297919","https://openalex.org/W2075793004","https://openalex.org/W2079841778","https://openalex.org/W2087921082","https://openalex.org/W2088923975","https://openalex.org/W2092885383","https://openalex.org/W2095786959","https://openalex.org/W2097721391","https://openalex.org/W2097760619","https://openalex.org/W2104167249","https://openalex.org/W2107420073","https://openalex.org/W2110485445","https://openalex.org/W2125078269","https://openalex.org/W2126652700","https://openalex.org/W2153838378","https://openalex.org/W2162263830","https://openalex.org/W2164599658","https://openalex.org/W2181455115","https://openalex.org/W2205616649","https://openalex.org/W2335893887","https://openalex.org/W2344496991","https://openalex.org/W2466810694","https://openalex.org/W2517178401","https://openalex.org/W2530823762","https://openalex.org/W2587106148","https://openalex.org/W2625260914","https://openalex.org/W2708836175","https://openalex.org/W2750975720","https://openalex.org/W2781507917","https://openalex.org/W2787068177","https://openalex.org/W2794363191","https://openalex.org/W2808223900","https://openalex.org/W2896246673","https://openalex.org/W2904418346","https://openalex.org/W2910761029","https://openalex.org/W2912176114","https://openalex.org/W2917316317","https://openalex.org/W2920528284","https://openalex.org/W2945396584","https://openalex.org/W2947226229","https://openalex.org/W2970428465","https://openalex.org/W2980209933","https://openalex.org/W3002527405","https://openalex.org/W3028679430","https://openalex.org/W3045883910","https://openalex.org/W3087402274","https://openalex.org/W3088070708","https://openalex.org/W3095739428","https://openalex.org/W3095786883","https://openalex.org/W3100788345","https://openalex.org/W3163842339","https://openalex.org/W3184930580","https://openalex.org/W4238921313","https://openalex.org/W4294646197","https://openalex.org/W4298931900","https://openalex.org/W4321142011","https://openalex.org/W6603176813","https://openalex.org/W6631190155","https://openalex.org/W6660569960","https://openalex.org/W6668012260","https://openalex.org/W6668574110","https://openalex.org/W6672948174","https://openalex.org/W6680230698","https://openalex.org/W6683126650","https://openalex.org/W6703675355","https://openalex.org/W6740118151","https://openalex.org/W6748469993","https://openalex.org/W6755437007","https://openalex.org/W6758727718","https://openalex.org/W6759082653","https://openalex.org/W6762135790","https://openalex.org/W6767568496","https://openalex.org/W6772039438","https://openalex.org/W6772989785","https://openalex.org/W6781454611"],"related_works":["https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2544423928","https://openalex.org/W2052122378","https://openalex.org/W2053286651","https://openalex.org/W2294565841","https://openalex.org/W2181743346","https://openalex.org/W2187401768","https://openalex.org/W2181413294","https://openalex.org/W2006668579"],"abstract_inverted_index":{"The":[0,41,137,176,193,255,313],"continuous":[1,69],"monitoring":[2,67],"of":[3,16,25,28,34,46,54,68,77,84,172,218,237,316,335,346],"an":[4,9],"individual's":[5],"breathing":[6,70,174,328],"can":[7,49],"be":[8,60,143,166],"instrument":[10],"for":[11,65,105,168,244,273,343,356],"the":[12,26,32,52,66,75,85,107,135,144,157,173,208,216,226,234,245,260,263,274,292,310,333,341,344],"assessment":[13],"and":[14,38,43,80,117,185,187,262,277,321,330,350],"enhancement":[15],"human":[17],"wellness.":[18],"Specific":[19],"respiratory":[20,92,108,149,209,317],"features":[21],"are":[22,154],"unique":[23],"markers":[24],"deterioration":[27],"a":[29,35,97,111,198],"health":[30],"condition,":[31],"onset":[33],"disease,":[36],"fatigue":[37],"stressful":[39],"circumstances.":[40],"early":[42],"reliable":[44,347],"prediction":[45],"high-risk":[47],"situations":[48],"result":[50],"in":[51,147],"implementation":[53,345],"appropriate":[55],"intervention":[56],"strategies":[57],"that":[58,197],"might":[59],"lifesaving.":[61],"Hence,":[62],"smart":[63],"wearables":[64],"have":[71],"recently":[72],"been":[73,163],"attracting":[74],"interest":[76],"many":[78],"researchers":[79],"companies.":[81],"However,":[82],"most":[83,145,275],"existing":[86],"approaches":[87,127],"do":[88],"not":[89],"provide":[90,203],"comprehensive":[91,276],"information.":[93],"For":[94],"this":[95],"reason,":[96],"meta-learning":[98,138,194],"algorithm":[99,139],"based":[100],"on":[101,225],"LSTM":[102,158],"neural":[103],"networks":[104],"inferring":[106],"flow":[109,150,210,249,265,302],"from":[110,230,297],"wearable":[112,279],"system":[113],"embedding":[114],"FBG":[115],"sensors":[116,219,238,294],"inertial":[118],"units":[119],"is":[120,220],"herein":[121],"proposed.":[122],"Different":[123],"conventional":[124],"machine":[125],"learning":[126],"were":[128,178,284],"implemented":[129],"as":[130],"well":[131],"to":[132,142,165,241,299],"ultimately":[133],"compare":[134],"results.":[136],"turned":[140],"out":[141],"accurate":[146],"predicting":[148],"when":[151,215,233,307],"new":[152],"subjects":[153],"considered.":[155],"Furthermore,":[156],"model":[159],"memory":[160],"capability":[161],"has":[162],"proven":[164],"advantageous":[167],"capturing":[169],"relevant":[170],"aspects":[171],"pattern.":[175],"algorithms":[177,355],"tested":[179],"under":[180],"different":[181,327],"conditions,":[182],"both":[183],"static":[184],"dynamic,":[186],"with":[188,211,287,323],"more":[189,351],"unobtrusive":[190],"device":[191,280],"configurations.":[192],"results":[195,283],"demonstrated":[196],"short":[199],"one-time":[200],"calibration":[201],"may":[202],"subject-specific":[204],"models":[205],"which":[206,290],"predict":[207],"high":[212],"accuracy,":[213],"even":[214,286],"number":[217,236],"reduced.":[221],"Flow":[222],"RMS":[223],"errors":[224,325],"test":[227,301],"set":[228],"ranged":[229],"22.03":[231],"L/min,":[232,306],"minimum":[235],"was":[239],"considered,":[240],"9.97":[242],"L/min":[243],"complete":[246],"setting":[247],"(target":[248],"range:":[250],"69.231":[251],"\u00b1":[252],"21.477":[253],"L/min).":[254],"correlation":[256],"coefficient":[257],"r":[258],"between":[259],"target":[261],"predicted":[264],"changed":[266],"accordingly,":[267],"being":[268],"higher":[269],"(r":[270,295],"=":[271,304],"0.9)":[272],"heterogeneous":[278],"configuration.":[281],"Similar":[282],"achieved":[285],"simpler":[288],"settings":[289],"included":[291],"thoracic":[293,311],"ranging":[296],"0.84":[298],"0.88;":[300],"RMSE":[303],"10.99":[305],"exclusively":[308],"using":[309],"FBGs).":[312],"further":[314],"estimation":[315],"parameters,":[318],"i.e.,":[319],"rate":[320],"volume,":[322],"low":[324],"across":[326],"behaviors":[329],"postures":[331],"proved":[332],"potential":[334],"such":[336],"approach.":[337],"These":[338],"findings":[339],"lay":[340],"foundation":[342],"custom":[348],"solutions":[349],"sophisticated":[352],"artificial":[353],"intelligence-based":[354],"daily":[357],"life":[358],"health-related":[359],"applications.":[360]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-25T08:39:21.599409","created_date":"2025-10-10T00:00:00"}