{"id":"https://openalex.org/W4200374012","doi":"https://doi.org/10.1109/iscc53001.2021.9631475","title":"iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records","display_name":"iHELP: Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records","publication_year":2021,"publication_date":"2021-09-05","ids":{"openalex":"https://openalex.org/W4200374012","doi":"https://doi.org/10.1109/iscc53001.2021.9631475"},"language":"en","primary_location":{"id":"doi:10.1109/iscc53001.2021.9631475","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc53001.2021.9631475","pdf_url":null,"source":{"id":"https://openalex.org/S4363605778","display_name":"2021 IEEE Symposium on Computers and Communications (ISCC)","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 Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research.manchester.ac.uk/en/publications/ea157dd1-34b2-45b4-8ded-4a663fe0c21f","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049001331","display_name":"George Manias","orcid":"https://orcid.org/0000-0003-0128-2022"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Manias","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043932021","display_name":"Harm op den Akker","orcid":"https://orcid.org/0000-0001-6312-6063"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Harm Op Den Akker","raw_affiliation_strings":["Innovation Sprint,Brussels,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Sprint,Brussels,Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033169189","display_name":"Ainhoa Azqueta-Alz\u00faaz","orcid":"https://orcid.org/0000-0002-5451-8900"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Ainhoa Azqueta","raw_affiliation_strings":["Universidad Politecnica de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politecnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084703040","display_name":"Diego F. B. Sarzosa","orcid":"https://orcid.org/0000-0002-8950-1818"},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Diego Burgos","raw_affiliation_strings":["LeanXcale, Madrid, Spain","Universidad Politecnica de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LeanXcale, Madrid, Spain","institution_ids":[]},{"raw_affiliation_string":"Universidad Politecnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089951683","display_name":"Nikola Dino Capocchiano","orcid":"https://orcid.org/0000-0003-3556-9232"},"institutions":[{"id":"https://openalex.org/I2802557943","display_name":"Agostino Gemelli University Polyclinic","ror":"https://ror.org/00rg70c39","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2802557943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Nikola Dino Capocchiano","raw_affiliation_strings":["Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I2802557943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059543373","display_name":"Borja Llobell Crespo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157094","display_name":"Hospital Marina Baixa","ror":"https://ror.org/04nneby83","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210157094"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Borja Llobell Crespo","raw_affiliation_strings":["Hospital de Denia-MarintiSalud,Alicante,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Denia-MarintiSalud,Alicante,Spain","institution_ids":["https://openalex.org/I4210157094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029291992","display_name":"Athanasios Dalianis","orcid":"https://orcid.org/0000-0003-2629-2964"},"institutions":[{"id":"https://openalex.org/I4210106965","display_name":"Athens Technology Center (Greece)","ror":"https://ror.org/01b8f4h92","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210106965"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Athanasios Dalianis","raw_affiliation_strings":["Athens Technology Centre, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens Technology Centre, Athens, Greece","institution_ids":["https://openalex.org/I4210106965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057694715","display_name":"Andrea Damiani","orcid":"https://orcid.org/0000-0001-8705-3241"},"institutions":[{"id":"https://openalex.org/I2802557943","display_name":"Agostino Gemelli University Polyclinic","ror":"https://ror.org/00rg70c39","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I2802557943"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Damiani","raw_affiliation_strings":["Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fondazione Policlinico Universitario Agostino Gemelli IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I2802557943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019247584","display_name":"Krasimir Filipov","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Krasimir Filipov","raw_affiliation_strings":["KODAR Systems,Plovdiv,Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"KODAR Systems,Plovdiv,Bulgaria","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023112106","display_name":"Giorgos Giotis","orcid":"https://orcid.org/0000-0001-7125-9536"},"institutions":[{"id":"https://openalex.org/I4210106965","display_name":"Athens Technology Center (Greece)","ror":"https://ror.org/01b8f4h92","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210106965"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Giorgos Giotis","raw_affiliation_strings":["Athens Technology Centre, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens Technology Centre, Athens, Greece","institution_ids":["https://openalex.org/I4210106965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055711306","display_name":"Maritini Kalogerini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106965","display_name":"Athens Technology Center (Greece)","ror":"https://ror.org/01b8f4h92","country_code":"GR","type":"company","lineage":["https://openalex.org/I4210106965"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Maritini Kalogerini","raw_affiliation_strings":["Athens Technology Centre, Athens, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Athens Technology Centre, Athens, Greece","institution_ids":["https://openalex.org/I4210106965"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065078663","display_name":"Rostislav Kostadinov","orcid":"https://orcid.org/0000-0002-1265-5851"},"institutions":[{"id":"https://openalex.org/I2801117330","display_name":"Medical University Plovdiv","ror":"https://ror.org/02kzxd152","country_code":"BG","type":"education","lineage":["https://openalex.org/I2801117330"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Rostislav Kostadinov","raw_affiliation_strings":["Medical University Plovdiv, Plovdiv, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical University Plovdiv, Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I2801117330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074209312","display_name":"Pavlos Kranas","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Pavlos Kranas","raw_affiliation_strings":["LeanXcale, Madrid, Spain","Universidad Politecnica de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LeanXcale, Madrid, Spain","institution_ids":[]},{"raw_affiliation_string":"Universidad Politecnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069674161","display_name":"Dimosthenis Kyriazis","orcid":"https://orcid.org/0000-0001-7019-7214"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimosthenis Kyriazis","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075695781","display_name":"Artitaya Lophatananon","orcid":"https://orcid.org/0000-0003-0550-4657"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Artitaya Lophatananon","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049204252","display_name":"Shwetambara Malwade","orcid":"https://orcid.org/0000-0002-0992-7473"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shwetambara Malwade","raw_affiliation_strings":["Taipei Medical University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017869449","display_name":"George Marinos","orcid":"https://orcid.org/0000-0002-2220-0009"},"institutions":[{"id":"https://openalex.org/I154757721","display_name":"University of Piraeus","ror":"https://ror.org/02qs84g94","country_code":"GR","type":"education","lineage":["https://openalex.org/I154757721"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Marinos","raw_affiliation_strings":["University of Piraeus, Piraeus, Greece"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Piraeus, Piraeus, Greece","institution_ids":["https://openalex.org/I154757721"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050045660","display_name":"Fabio Melillo","orcid":"https://orcid.org/0000-0002-4222-3523"},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Fabio Melillo","raw_affiliation_strings":["Engineering Ingegneria Informatica SpA,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica SpA,Rome,Italy","institution_ids":["https://openalex.org/I4210101866","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070169940","display_name":"Vicent Moncho Mas","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157094","display_name":"Hospital Marina Baixa","ror":"https://ror.org/04nneby83","country_code":"ES","type":"healthcare","lineage":["https://openalex.org/I4210157094"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Vicent Moncho Mas","raw_affiliation_strings":["Hospital de Denia-MarintiSalud,Alicante,Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hospital de Denia-MarintiSalud,Alicante,Spain","institution_ids":["https://openalex.org/I4210157094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030780402","display_name":"Kenneth Muir","orcid":"https://orcid.org/0000-0001-6429-988X"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Kenneth Muir","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078132092","display_name":"Marzena Nieroda","orcid":"https://orcid.org/0000-0001-5462-1986"},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Marzena Nieroda","raw_affiliation_strings":["University of Manchester, Manchester, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Manchester, Manchester, United Kingdom","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075737084","display_name":"Antonio De Nigro","orcid":"https://orcid.org/0000-0001-8792-9610"},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonio De Nigro","raw_affiliation_strings":["Engineering Ingegneria Informatica SpA,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica SpA,Rome,Italy","institution_ids":["https://openalex.org/I4210101866","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013883263","display_name":"Claudia Pandolfo","orcid":"https://orcid.org/0000-0003-4570-4717"},"institutions":[{"id":"https://openalex.org/I4210101866","display_name":"Informa (Italy)","ror":"https://ror.org/017c2y429","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210101866","https://openalex.org/I4210154378"]},{"id":"https://openalex.org/I4210127672","display_name":"Engineering (Italy)","ror":"https://ror.org/045s9b323","country_code":"IT","type":"company","lineage":["https://openalex.org/I4210127672"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Claudia Pandolfo","raw_affiliation_strings":["Engineering Ingegneria Informatica SpA,Rome,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Engineering Ingegneria Informatica SpA,Rome,Italy","institution_ids":["https://openalex.org/I4210101866","https://openalex.org/I4210127672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108531115","display_name":"Marta Pati\u00f1o-Mart\u0131\u0301nez","orcid":null},"institutions":[{"id":"https://openalex.org/I88060688","display_name":"Universidad Polit\u00e9cnica de Madrid","ror":"https://ror.org/03n6nwv02","country_code":"ES","type":"education","lineage":["https://openalex.org/I88060688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Marta Patino-Martinez","raw_affiliation_strings":["Universidad Politecnica de Madrid, Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Politecnica de Madrid, Madrid, Spain","institution_ids":["https://openalex.org/I88060688"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064710834","display_name":"Florin Picioroaga","orcid":null},"institutions":[{"id":"https://openalex.org/I4210095246","display_name":"Siemens (Romania)","ror":"https://ror.org/00sexkk33","country_code":"RO","type":"company","lineage":["https://openalex.org/I1325886976","https://openalex.org/I4210095246"]}],"countries":["RO"],"is_corresponding":false,"raw_author_name":"Florin Picioroaga","raw_affiliation_strings":["Siemens SRL,Brasov,Romania"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens SRL,Brasov,Romania","institution_ids":["https://openalex.org/I4210095246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041821913","display_name":"Aristodemos Pnevmatikakis","orcid":"https://orcid.org/0000-0002-9623-6354"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aristodemos Pnevmatikakis","raw_affiliation_strings":["Innovation Sprint,Brussels,Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Innovation Sprint,Brussels,Belgium","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041999037","display_name":"Shabbir Syed-Abdul","orcid":"https://orcid.org/0000-0002-0412-767X"},"institutions":[{"id":"https://openalex.org/I47519274","display_name":"Taipei Medical University","ror":"https://ror.org/05031qk94","country_code":"TW","type":"education","lineage":["https://openalex.org/I47519274"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shabbir Syed-Abdul","raw_affiliation_strings":["Taipei Medical University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Taipei Medical University, Taipei, Taiwan","institution_ids":["https://openalex.org/I47519274"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011565566","display_name":"Tanja Tomson","orcid":"https://orcid.org/0000-0002-4577-4304"},"institutions":[{"id":"https://openalex.org/I28166907","display_name":"Karolinska Institutet","ror":"https://ror.org/056d84691","country_code":"SE","type":"education","lineage":["https://openalex.org/I28166907"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Tanja Tomson","raw_affiliation_strings":["Karolinska Institutet, Solna, Sweden"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Karolinska Institutet, Solna, Sweden","institution_ids":["https://openalex.org/I28166907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006627801","display_name":"Dilyana Vicheva","orcid":"https://orcid.org/0000-0002-6805-3825"},"institutions":[{"id":"https://openalex.org/I2801117330","display_name":"Medical University Plovdiv","ror":"https://ror.org/02kzxd152","country_code":"BG","type":"education","lineage":["https://openalex.org/I2801117330"]}],"countries":["BG"],"is_corresponding":false,"raw_author_name":"Dilyana Vicheva","raw_affiliation_strings":["Medical University Plovdiv, Plovdiv, Bulgaria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical University Plovdiv, Plovdiv, Bulgaria","institution_ids":["https://openalex.org/I2801117330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034830455","display_name":"Usman Wajid","orcid":null},"institutions":[{"id":"https://openalex.org/I4210102307","display_name":"Catalyst","ror":"https://ror.org/00qvjvf51","country_code":"GB","type":"nonprofit","lineage":["https://openalex.org/I4210102307"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Usman Wajid","raw_affiliation_strings":["Information Catalyst for Enterprise, Northwich, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Information Catalyst for Enterprise, Northwich, United Kingdom","institution_ids":["https://openalex.org/I4210102307"]}]}],"institutions":[],"countries_distinct_count":8,"institutions_distinct_count":13,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0514,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.897273,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14393","display_name":"Health, Environment, Cognitive Aging","score":0.9927999973297119,"subfield":{"id":"https://openalex.org/subfields/2307","display_name":"Health, Toxicology and Mutagenesis"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9408000111579895,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.852295994758606},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.6010844111442566},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5403298735618591},{"id":"https://openalex.org/keywords/knowledge-management","display_name":"Knowledge management","score":0.482998251914978},{"id":"https://openalex.org/keywords/clinical-decision-support-system","display_name":"Clinical decision support system","score":0.4609746038913727},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.44124433398246765},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.44085195660591125},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.43226441740989685},{"id":"https://openalex.org/keywords/health-records","display_name":"Health records","score":0.41766437888145447},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3989286422729492},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.37546759843826294},{"id":"https://openalex.org/keywords/risk-analysis","display_name":"Risk analysis (engineering)","score":0.3224109709262848},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16285261511802673},{"id":"https://openalex.org/keywords/nursing","display_name":"Nursing","score":0.14103686809539795},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09679150581359863}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.852295994758606},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.6010844111442566},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5403298735618591},{"id":"https://openalex.org/C56739046","wikidata":"https://www.wikidata.org/wiki/Q192060","display_name":"Knowledge management","level":1,"score":0.482998251914978},{"id":"https://openalex.org/C63527458","wikidata":"https://www.wikidata.org/wiki/Q5133829","display_name":"Clinical decision support system","level":3,"score":0.4609746038913727},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.44124433398246765},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.44085195660591125},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.43226441740989685},{"id":"https://openalex.org/C3019952477","wikidata":"https://www.wikidata.org/wiki/Q1324077","display_name":"Health records","level":3,"score":0.41766437888145447},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3989286422729492},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.37546759843826294},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.3224109709262848},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16285261511802673},{"id":"https://openalex.org/C159110408","wikidata":"https://www.wikidata.org/wiki/Q121176","display_name":"Nursing","level":1,"score":0.14103686809539795},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09679150581359863},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/iscc53001.2021.9631475","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc53001.2021.9631475","pdf_url":null,"source":{"id":"https://openalex.org/S4363605778","display_name":"2021 IEEE Symposium on Computers and Communications (ISCC)","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 Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire/ea157dd1-34b2-45b4-8ded-4a663fe0c21f","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/ea157dd1-34b2-45b4-8ded-4a663fe0c21f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:eprints.ucl.ac.uk.OAI2:10200568","is_oa":false,"landing_page_url":"https://discovery.ucl.ac.uk/id/eprint/10200568/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400024","display_name":"UCL Discovery (University College London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I45129253","host_organization_name":"University College London","host_organization_lineage":["https://openalex.org/I45129253"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Presented at: 2021 IEEE Symposium on Computers and Communications (ISCC), Greece, Athens. (2021)","raw_type":"Conference item"},{"id":"pmh:oai:pure.atira.dk:publications/ea157dd1-34b2-45b4-8ded-4a663fe0c21f","is_oa":false,"landing_page_url":"https://www.research.manchester.ac.uk/portal/en/publications/ihelp-personalised-health-monitoring-and-decision-support-based-on-artificial-intelligence-and-holistic-health-records(ea157dd1-34b2-45b4-8ded-4a663fe0c21f).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/ea157dd1-34b2-45b4-8ded-4a663fe0c21f","is_oa":true,"landing_page_url":"https://research.manchester.ac.uk/en/publications/ea157dd1-34b2-45b4-8ded-4a663fe0c21f","pdf_url":null,"source":{"id":"https://openalex.org/S4306400662","display_name":"Research Explorer (The University of Manchester)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28407311","host_organization_name":"University of Manchester","host_organization_lineage":["https://openalex.org/I28407311"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/16"}],"awards":[{"id":"https://openalex.org/G2634384943","display_name":"Personalised Health Monitoring and Decision Support Based on Artificial Intelligence and Holistic Health Records","funder_award_id":"101017441","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W13223563","https://openalex.org/W20403352","https://openalex.org/W413048612","https://openalex.org/W2008040264","https://openalex.org/W2039579761","https://openalex.org/W2054559656","https://openalex.org/W2077818284","https://openalex.org/W2123952992","https://openalex.org/W2164572080","https://openalex.org/W2245979697","https://openalex.org/W2281850835","https://openalex.org/W2283988366","https://openalex.org/W2341978271","https://openalex.org/W2396944689","https://openalex.org/W2594685110","https://openalex.org/W2741131760","https://openalex.org/W2774292910","https://openalex.org/W2802698725","https://openalex.org/W2802833075","https://openalex.org/W2809300475","https://openalex.org/W2885738414","https://openalex.org/W2895763047","https://openalex.org/W2898368508","https://openalex.org/W2902111915","https://openalex.org/W2908875379","https://openalex.org/W2911200746","https://openalex.org/W2912386340","https://openalex.org/W2916048747","https://openalex.org/W2917919815","https://openalex.org/W2931608861","https://openalex.org/W2951280825","https://openalex.org/W2963341924","https://openalex.org/W2985962305","https://openalex.org/W2998072527","https://openalex.org/W2998175747","https://openalex.org/W3016739442","https://openalex.org/W3040925197","https://openalex.org/W3095892537","https://openalex.org/W3106717751","https://openalex.org/W3118868805","https://openalex.org/W3128646645","https://openalex.org/W3138415243","https://openalex.org/W4206723194","https://openalex.org/W6600492257","https://openalex.org/W6685812147","https://openalex.org/W6712141618","https://openalex.org/W6717697761","https://openalex.org/W6786753483"],"related_works":["https://openalex.org/W2046929026","https://openalex.org/W2779278343","https://openalex.org/W1996434451","https://openalex.org/W1569026615","https://openalex.org/W2791725133","https://openalex.org/W2338117633","https://openalex.org/W2112831187","https://openalex.org/W2122149485","https://openalex.org/W4232131108","https://openalex.org/W2128124510"],"abstract_inverted_index":{"Scientific":[0],"and":[1,16,32,48,93,107,119,134,146],"clinical":[2],"research":[3],"have":[4],"advanced":[5],"the":[6,43,112,126],"ability":[7],"of":[8,26,45,70,95,128],"healthcare":[9,47],"professionals":[10],"to":[11,28,56,67,124],"more":[12],"precisely":[13],"define":[14],"diseases":[15],"classify":[17],"patients":[18],"into":[19,89],"different":[20],"groups":[21],"based":[22,139],"on":[23,33,140],"their":[24,34],"likelihood":[25],"responding":[27],"a":[29,38,61,68,71,109],"given":[30],"treatment,":[31],"future":[35],"risks.":[36],"However,":[37],"significant":[39],"gap":[40],"remains":[41],"between":[42],"delivery":[44],"stratified":[46],"personalization.":[49],"The":[50],"latter":[51],"implies":[52,84],"solutions":[53],"that":[54,87,114],"seek":[55],"treat":[57],"each":[58],"citizen":[59],"as":[60,65],"truly":[62],"unique":[63],"individual,":[64],"opposed":[66],"member":[69],"group":[72],"with":[73],"whom":[74],"they":[75],"share":[76],"common":[77],"risks":[78],"or":[79],"health-related":[80],"characteristics.":[81],"Personalisation":[82],"also":[83],"an":[85],"approach":[86],"takes":[88],"account":[90],"personal":[91],"characteristics":[92],"conditions":[94],"individuals.":[96],"This":[97],"paper":[98],"investigates":[99],"how":[100],"these":[101],"desirable":[102],"attributes":[103],"can":[104],"be":[105],"developed":[106],"introduces":[108],"holistic":[110],"environment,":[111],"iHELP,":[113],"incorporates":[115],"big":[116],"data":[117],"management":[118],"Artificial":[120],"Intelligence":[121],"(AI)":[122],"approaches":[123],"enable":[125],"realization":[127],"data-driven":[129],"pathways":[130],"where":[131],"awareness,":[132],"care":[133],"decision":[135],"support":[136],"is":[137],"provided":[138],"person-centric":[141],"early":[142],"risk":[143],"prediction,":[144],"prevention":[145],"intervention":[147],"measures.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":8}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
