{"id":"https://openalex.org/W2967933087","doi":"https://doi.org/10.1109/cibcb.2019.8791446","title":"Identification of optimal surgical intervention for Chiari I malformation","display_name":"Identification of optimal surgical intervention for Chiari I malformation","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2967933087","doi":"https://doi.org/10.1109/cibcb.2019.8791446","mag":"2967933087"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb.2019.8791446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2019.8791446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","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/A5004859889","display_name":"Luca Mesin","orcid":"https://orcid.org/0000-0002-8239-2348"},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Luca Mesin","raw_affiliation_strings":["Dept. Electronics and Telecommunications, Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028981113","display_name":"Forough Mokabberi","orcid":null},"institutions":[{"id":"https://openalex.org/I177477856","display_name":"Polytechnic University of Turin","ror":"https://ror.org/00bgk9508","country_code":"IT","type":"education","lineage":["https://openalex.org/I177477856"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Forough Mokabberi","raw_affiliation_strings":["Dept. Electronics and Telecommunications, Politecnico di Torino, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. Electronics and Telecommunications, Politecnico di Torino, Turin, Italy","institution_ids":["https://openalex.org/I177477856"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091450305","display_name":"Christian Carlino","orcid":null},"institutions":[{"id":"https://openalex.org/I4210136185","display_name":"Ospedale Regina Margherita","ror":"https://ror.org/04e857469","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210136185"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Christian Francesco Carlino","raw_affiliation_strings":["Dept. Pediatric Neurosurgery, Ospedale Infantile Regina Margherita, Turin, Italy"],"affiliations":[{"raw_affiliation_string":"Dept. Pediatric Neurosurgery, Ospedale Infantile Regina Margherita, Turin, Italy","institution_ids":["https://openalex.org/I4210136185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004859889"],"corresponding_institution_ids":["https://openalex.org/I177477856"],"apc_list":null,"apc_paid":null,"fwci":0.6589,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.73502,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"7","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11833","display_name":"Spinal Dysraphism and Malformations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11833","display_name":"Spinal Dysraphism and Malformations","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2739","display_name":"Public Health, Environmental and Occupational Health"},"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/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.9940999746322632,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11669","display_name":"Head and Neck Surgical Oncology","score":0.926800012588501,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/identification","display_name":"Identification (biology)","score":0.6182023286819458},{"id":"https://openalex.org/keywords/chiari-i-malformation","display_name":"Chiari I malformation","score":0.47971290349960327},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.4434855580329895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4428372085094452},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4170509874820709},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.20746710896492004},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.18750303983688354},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.14202702045440674},{"id":"https://openalex.org/keywords/syringomyelia","display_name":"Syringomyelia","score":0.10596197843551636}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6182023286819458},{"id":"https://openalex.org/C2909349919","wikidata":"https://www.wikidata.org/wiki/Q1071707","display_name":"Chiari I malformation","level":4,"score":0.47971290349960327},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.4434855580329895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4428372085094452},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4170509874820709},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.20746710896492004},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.18750303983688354},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.14202702045440674},{"id":"https://openalex.org/C2777836068","wikidata":"https://www.wikidata.org/wiki/Q1112977","display_name":"Syringomyelia","level":3,"score":0.10596197843551636},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cibcb.2019.8791446","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2019.8791446","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Conference on Computational Intelligence in Bioinformatics and Computational Biology (CIBCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W145358992","https://openalex.org/W192715580","https://openalex.org/W1792568252","https://openalex.org/W1963582456","https://openalex.org/W1991930908","https://openalex.org/W2045174623","https://openalex.org/W2046519121","https://openalex.org/W2061715161","https://openalex.org/W2069698336","https://openalex.org/W2073128862","https://openalex.org/W2075884731","https://openalex.org/W2101560029","https://openalex.org/W2103857226","https://openalex.org/W2104095591","https://openalex.org/W2104142318","https://openalex.org/W2108622910","https://openalex.org/W2136669156","https://openalex.org/W2183682212","https://openalex.org/W6607908280","https://openalex.org/W6686215213"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Chiari":[0],"I":[1],"Malformation":[2],"(CM-I)":[3],"is":[4,27],"a":[5,106,171],"disorder":[6],"characterized":[7],"by":[8,74],"herniation":[9],"of":[10,20,25,49,57,60,69,77,108,123,139,153,159,162,185,190,195],"the":[11,15,21,38,47,51,55,61,90,134,148,154,157,160,163,183,187,193],"cerebellar":[12],"tonsils":[13],"through":[14],"foramen":[16],"magnum.":[17],"The":[18,67,125,165],"choice":[19],"optimal":[22,52],"surgical":[23,188],"management":[24],"CM-I":[26,191],"still":[28],"an":[29,85],"open":[30],"problem,":[31],"as":[32],"there":[33],"are":[34],"no":[35],"guidelines":[36],"for":[37],"most":[39],"suitable":[40],"approach":[41],"in":[42],"symptomatic":[43],"patients.":[44],"We":[45],"assessed":[46],"possibility":[48,184],"predicting":[50],"intervention":[53],"on":[54,105,192],"basis":[56,194],"morphological":[58],"properties":[59],"brain,":[62],"posterior":[63,146],"fossa":[64],"and":[65,95,136,145,151,156],"cerebellum.":[66,164],"boundaries":[68],"these":[70],"regions":[71,92,142],"were":[72,93,112],"estimated":[73,91],"non-rigid":[75],"registration":[76],"test":[78],"sagittal":[79,199],"magnetic":[80],"resonance":[81],"images":[82],"(MRI)":[83],"over":[84],"atlas.":[86],"Different":[87],"features":[88,131],"characterizing":[89],"extracted":[94],"used":[96],"to":[97,133],"develop":[98],"Naive":[99],"Bayes":[100],"classifiers.":[101],"Classification":[102],"was":[103,174],"tested":[104],"database":[107],"30":[109],"patients,":[110],"which":[111],"either":[113,118],"healthy":[114],"or":[115,120],"pathological,":[116],"with":[117,170],"mild":[119],"severe":[121],"manifestation":[122],"CM-I.":[124],"best":[126,166],"cross-validated":[127],"classifier":[128],"selected":[129],"input":[130],"related":[132],"shape":[135],"relative":[137],"dimension":[138,152],"different":[140],"brain":[141],"(specifically,":[143],"cerebellum":[144],"fossa),":[147],"possible":[149],"presence":[150],"hernia":[155],"regularity":[158],"boundary":[161],"classification":[167],"accuracy":[168],"(tested":[169],"leave-one-out":[172],"approach)":[173],"about":[175],"83%.":[176],"These":[177],"promising":[178],"results":[179],"suggest":[180],"investigating":[181],"further":[182],"defining":[186],"treatment":[189],"morphometric":[196],"parameters":[197],"from":[198],"MRIs.":[200]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
