{"id":"https://openalex.org/W4405755377","doi":"https://doi.org/10.1109/metroxraine62247.2024.10796956","title":"Statistical Learning to Measure the Efficacy of Digital Surgical Workflows","display_name":"Statistical Learning to Measure the Efficacy of Digital Surgical Workflows","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4405755377","doi":"https://doi.org/10.1109/metroxraine62247.2024.10796956"},"language":"en","primary_location":{"id":"doi:10.1109/metroxraine62247.2024.10796956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10796956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094020413","display_name":"Vittorio Santoriello","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Vittorio Santoriello","raw_affiliation_strings":["University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077586786","display_name":"Michela D\u2019Ant\u00f2","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141868","display_name":"Istituto Nazionale Tumori IRCCS \"Fondazione G. Pascale\"","ror":"https://ror.org/0506y2b23","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210141868","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Michela D'Ant\u00f2","raw_affiliation_strings":["Istituto Nazionale Tumori-IRCCS Fondazione Pascale,Unit of Building Design and Maintenance-Systems-Technologies,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale Tumori-IRCCS Fondazione Pascale,Unit of Building Design and Maintenance-Systems-Technologies,Naples,Italy","institution_ids":["https://openalex.org/I4210141868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103832693","display_name":"Silvia De Franciscis","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141868","display_name":"Istituto Nazionale Tumori IRCCS \"Fondazione G. Pascale\"","ror":"https://ror.org/0506y2b23","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210141868","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Silvia De Franciscis","raw_affiliation_strings":["Istituto Nazionale Tumori-IRCCS Fondazione Pascale,Unit of Colorectal Surgical Oncology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale Tumori-IRCCS Fondazione Pascale,Unit of Colorectal Surgical Oncology,Naples,Italy","institution_ids":["https://openalex.org/I4210141868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084151066","display_name":"Danilo Calderone","orcid":null},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Danilo Calderone","raw_affiliation_strings":["University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070427663","display_name":"Giuseppe Cesarelli","orcid":"https://orcid.org/0000-0001-8303-5900"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giuseppe Cesarelli","raw_affiliation_strings":["University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113964121","display_name":"Paolo Delrio","orcid":null},"institutions":[{"id":"https://openalex.org/I4210141868","display_name":"Istituto Nazionale Tumori IRCCS \"Fondazione G. Pascale\"","ror":"https://ror.org/0506y2b23","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210141868","https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paolo Delrio","raw_affiliation_strings":["Istituto Nazionale Tumori-IRCCS Fondazione Pascale,Unit of Colorectal Surgical Oncology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Istituto Nazionale Tumori-IRCCS Fondazione Pascale,Unit of Colorectal Surgical Oncology,Naples,Italy","institution_ids":["https://openalex.org/I4210141868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101721923","display_name":"Maria Romano","orcid":"https://orcid.org/0000-0003-1133-1115"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Romano","raw_affiliation_strings":["University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066195982","display_name":"Alfonso Maria Ponsiglione","orcid":"https://orcid.org/0000-0003-1346-515X"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alfonso Maria Ponsiglione","raw_affiliation_strings":["University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples, &#x2018;Federico II&#x2019;,Dept. Electrical Engineering Information Technology,Naples,Italy","institution_ids":["https://openalex.org/I71267560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3052,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65953157,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"148","last_page":"153"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13113","display_name":"Engineering Technology and Methodologies","score":0.8374000191688538,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T13113","display_name":"Engineering Technology and Methodologies","score":0.8374000191688538,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.7701454162597656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6929708123207092},{"id":"https://openalex.org/keywords/workflow","display_name":"Workflow","score":0.6791622638702393},{"id":"https://openalex.org/keywords/statistical-learning","display_name":"Statistical learning","score":0.44089096784591675},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.39867985248565674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3206854462623596},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.18154418468475342},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.09490653872489929}],"concepts":[{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.7701454162597656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6929708123207092},{"id":"https://openalex.org/C177212765","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Workflow","level":2,"score":0.6791622638702393},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.44089096784591675},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.39867985248565674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3206854462623596},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.18154418468475342},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.09490653872489929}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/metroxraine62247.2024.10796956","is_oa":false,"landing_page_url":"https://doi.org/10.1109/metroxraine62247.2024.10796956","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2020088653","https://openalex.org/W2086524386","https://openalex.org/W2110803770","https://openalex.org/W2292967191","https://openalex.org/W2593364664","https://openalex.org/W2727904724","https://openalex.org/W2811180310","https://openalex.org/W2905555678","https://openalex.org/W3082448866","https://openalex.org/W3130594369","https://openalex.org/W3153366054","https://openalex.org/W4229606062","https://openalex.org/W4361191594","https://openalex.org/W4381335666","https://openalex.org/W4390490757","https://openalex.org/W4392048047","https://openalex.org/W6682227449"],"related_works":["https://openalex.org/W1981780420","https://openalex.org/W2182707996","https://openalex.org/W45233828","https://openalex.org/W2964988449","https://openalex.org/W2397952901","https://openalex.org/W2029380707","https://openalex.org/W188202134","https://openalex.org/W4255934811","https://openalex.org/W2465382974","https://openalex.org/W2010229520"],"abstract_inverted_index":{"The":[0,100,139,162],"crisis":[1],"facing":[2],"many":[3],"National":[4],"Health":[5],"Services,":[6],"arising":[7],"from":[8],"economic":[9],"resources,":[10,31],"often":[11],"limited,":[12],"impacts":[13],"their":[14],"ability":[15],"to":[16,42,53,149,178,189,198,211],"integrate":[17],"new":[18],"technologies":[19],"and":[20,59,93,114,131,158,171,192,207,250,254],"meet":[21],"citizens'":[22],"healthcare":[23,55],"demands.":[24],"To":[25],"tackle":[26],"this":[27],"challenge,":[28],"optimizing":[29,60],"existing":[30],"particularly":[32],"in":[33,107,174],"surgical":[34,47,68,110,185,219],"activities,":[35],"which":[36],"require":[37],"considerable":[38],"effort,":[39],"is":[40,79,147,224],"necessary":[41],"improve":[43],"operational":[44],"efficiency.":[45],"Standardizing":[46],"procedures":[48,167],"represents":[49],"a":[50,123],"significant":[51,153],"commitment":[52],"advancing":[54],"equity,":[56],"minimizing":[57],"errors,":[58],"resources.":[61],"This":[62],"study":[63],"investigates":[64],"the":[65,80,103,144,151,179,199,202,214,240],"standardization":[66,217,230],"of":[67,102,109,116,155,160,195,201,216,229,243],"procedures,":[69],"focusing":[70],"on":[71,136,218],"laparoscopic":[72],"right":[73],"hemicolectomy,":[74],"given":[75],"that":[76,143,165,226,234],"colorectal":[77],"cancer":[78],"third":[81],"most":[82,152],"commonly":[83],"diagnosed":[84],"cancer.":[85],"Comparative":[86],"analyses":[87,130],"were":[88,134],"conducted":[89,135],"among":[90],"conventional,":[91],"robotic,":[92],"Surgical":[94],"Process":[95],"Institute":[96],"(SPI)":[97],"supported":[98],"approaches.":[99],"performance":[101],"different":[104],"operative":[105],"approaches":[106],"terms":[108],"duration":[111,157,176],"times":[112],"(minutes)":[113],"lengths":[115,194],"hospital":[117],"stay":[118],"(days)":[119],"was":[120],"analyzed":[121],"through":[122],"statistical":[124,129],"learning":[125],"approach.":[126],"In":[127],"particular,":[128],"regression":[132,140],"modeling":[133],"29":[137],"patients.":[138],"analysis":[141,208],"showed":[142],"intervention":[145,156,175],"mode":[146],"confirmed":[148],"be":[150],"predictor":[154],"length":[159],"stay.":[161,196],"results":[163],"indicate":[164],"SPI-supported":[166],"exhibit":[168],"more":[169],"stability":[170],"less":[172],"variability":[173],"compared":[177,188],"other":[180],"two":[181],"groups,":[182],"reduced":[183],"average":[184],"time":[186],"durations":[187],"robotic":[190],"surgeries,":[191],"shorter":[193],"Due":[197],"size":[200],"dataset,":[203],"further":[204],"data":[205],"collection":[206],"are":[209],"needed":[210],"better":[212,247],"evaluate":[213],"effect":[215],"outcomes.":[220],"Despite":[221],"this,":[222],"it":[223],"anticipated":[225],"greater":[227],"use":[228],"software,":[231],"such":[232],"as":[233],"offered":[235],"by":[236],"SPI,":[237],"will":[238],"increase":[239],"quality":[241],"standards":[242],"interventions,":[244],"allow":[245],"for":[246],"resource":[248],"management,":[249],"enhance":[251],"patient":[252],"satisfaction":[253],"safety.":[255]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
