{"id":"https://openalex.org/W3012197736","doi":"https://doi.org/10.5220/0008972804900497","title":"Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight Infants","display_name":"Developing a Machine Learning Model for Predicting Postnatal Growth in Very Low Birth Weight Infants","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3012197736","doi":"https://doi.org/10.5220/0008972804900497","mag":"3012197736"},"language":"en","primary_location":{"id":"doi:10.5220/0008972804900497","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008972804900497","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0008972804900497","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5036819374","display_name":"Andrea Seveso","orcid":"https://orcid.org/0000-0001-7132-7703"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Andrea Seveso","raw_affiliation_strings":["Department of Computer Sciences, Systems and Communications, University of Milano-Bicocca, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Systems and Communications, University of Milano-Bicocca, Milan, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I66752286"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007045099","display_name":"Valentina Bozzetti","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110840","display_name":"Azienda Ospedaliera San Gerardo","ror":"https://ror.org/01xf83457","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210110840"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Bozzetti","raw_affiliation_strings":["Neonatal Intensive Care Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Neonatal Intensive Care Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210110840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006810399","display_name":"Paolo Tagliabue","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110840","display_name":"Azienda Ospedaliera San Gerardo","ror":"https://ror.org/01xf83457","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210110840"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Tagliabue","raw_affiliation_strings":["Neonatal Intensive Care Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Neonatal Intensive Care Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210110840"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091266873","display_name":"Maria Luisa Ventura","orcid":null},"institutions":[{"id":"https://openalex.org/I4210110840","display_name":"Azienda Ospedaliera San Gerardo","ror":"https://ror.org/01xf83457","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210110840"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Ventura","raw_affiliation_strings":["Neonatal Intensive Care Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Neonatal Intensive Care Unit, MBBM Foundation, San Gerardo Hospital, Monza, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I4210110840"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023849668","display_name":"Federico Cabitza","orcid":"https://orcid.org/0000-0002-4065-3415"},"institutions":[{"id":"https://openalex.org/I66752286","display_name":"University of Milano-Bicocca","ror":"https://ror.org/01ynf4891","country_code":"IT","type":"education","lineage":["https://openalex.org/I66752286"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federico Cabitza","raw_affiliation_strings":["Department of Computer Sciences, Systems and Communications, University of Milano-Bicocca, Milan, Italy, --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, Systems and Communications, University of Milano-Bicocca, Milan, Italy, --- Select a Country ---","institution_ids":["https://openalex.org/I66752286"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5036819374"],"corresponding_institution_ids":["https://openalex.org/I66752286"],"apc_list":null,"apc_paid":null,"fwci":0.1196,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.42793728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"490","last_page":"497"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11294","display_name":"Infant Nutrition and Health","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11294","display_name":"Infant Nutrition and Health","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2916","display_name":"Nutrition and Dietetics"},"field":{"id":"https://openalex.org/fields/29","display_name":"Nursing"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10549","display_name":"Neonatal Respiratory Health Research","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T11060","display_name":"Infant Development and Preterm Care","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2735","display_name":"Pediatrics, Perinatology and Child Health"},"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":0.5855627059936523},{"id":"https://openalex.org/keywords/low-birth-weight","display_name":"Low birth weight","score":0.5011999607086182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3903003931045532},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3493267893791199},{"id":"https://openalex.org/keywords/pregnancy","display_name":"Pregnancy","score":0.148377925157547},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09093999862670898}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5855627059936523},{"id":"https://openalex.org/C2779083892","wikidata":"https://www.wikidata.org/wiki/Q6692979","display_name":"Low birth weight","level":3,"score":0.5011999607086182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3903003931045532},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3493267893791199},{"id":"https://openalex.org/C2779234561","wikidata":"https://www.wikidata.org/wiki/Q11995","display_name":"Pregnancy","level":2,"score":0.148377925157547},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09093999862670898},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0008972804900497","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008972804900497","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},{"id":"pmh:oai:boa.unimib.it:10281/282522","is_oa":false,"landing_page_url":"http://hdl.handle.net/10281/282522","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"doi:10.5220/0008972804900497","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0008972804900497","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","score":0.4099999964237213,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2012709242","https://openalex.org/W2019700480","https://openalex.org/W2020686017","https://openalex.org/W2033817893","https://openalex.org/W2057298100","https://openalex.org/W2089861474","https://openalex.org/W2102806222","https://openalex.org/W2112674583","https://openalex.org/W2113227220","https://openalex.org/W2147537998","https://openalex.org/W2264980297","https://openalex.org/W2282821441"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Objective":[0],"of":[1,7,18],"the":[2,5,75],"work":[3],"is":[4],"development":[6],"prognostic":[8],"machine":[9],"learning":[10],"models":[11],"that":[12],"predict":[13],"qualitative":[14],"and":[15,57,64,85],"quantitative":[16],"measures":[17],"postnatal":[19],"growth":[20],"in":[21],"very":[22],"low":[23],"birth":[24,73],"weight":[25],"preterm":[26],"infants.":[27],"Observational":[28],"retrospective":[29],"data":[30,67],"about":[31],"964":[32],"infants":[33],"at":[34],"risk":[35],"are":[36,74,80],"retrieved":[37],"from":[38],"\u201cFondazione":[39],"Monza":[40],"e":[41,46],"Brianza":[42],"per":[43],"il":[44],"bambino":[45],"la":[47],"mamma\u201c\u2019s":[48],"electronic":[49],"medical":[50],"record.":[51],"Both":[52],"prenatal":[53],"(gestational,":[54],"socioeconomic,":[55],"etc.)":[56],"perinatal":[58],"(nutritional,":[59],"respiratory":[60],"assistance,":[61],"drug":[62],"prescription":[63],"daily":[65],"growth)":[66],"up":[68],"to":[69,82],"a":[70,89],"week":[71],"after":[72],"features":[76],"included.":[77],"Model\u2019s":[78],"performances":[79],"compared":[81],"previous":[83],"literature":[84],"human":[86],"performance,":[87],"showing":[88],"substantial":[90],"improvement":[91],"(in":[92],"e.g.,":[93],"best":[94,97],"regression":[95],"MAE=0.49,":[96],"classification":[98],"AUC=0.94).":[99]},"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}