{"id":"https://openalex.org/W4390693723","doi":"https://doi.org/10.1109/iccais59597.2023.10382348","title":"End-to-end Pipeline to Learning-based Approaches for Automatic Cranial Implant Design","display_name":"End-to-end Pipeline to Learning-based Approaches for Automatic Cranial Implant Design","publication_year":2023,"publication_date":"2023-11-27","ids":{"openalex":"https://openalex.org/W4390693723","doi":"https://doi.org/10.1109/iccais59597.2023.10382348"},"language":"en","primary_location":{"id":"doi:10.1109/iccais59597.2023.10382348","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccais59597.2023.10382348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5065605785","display_name":"Van-Giang Nguyen","orcid":"https://orcid.org/0000-0001-5231-7753"},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Van-Giang Nguyen","raw_affiliation_strings":["Le Quy Don Technical University,Institute of Information and Communication Technology,Hanoi,Vietnam","Institute of Information and Communication Technology, Le Quy Don Technical University, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Institute of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Institute of Information and Communication Technology, Le Quy Don Technical University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112562317","display_name":"Thanh-Long Do","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh-Long Do","raw_affiliation_strings":["Le Quy Don Technical University,Institute of Information and Communication Technology,Hanoi,Vietnam","Institute of Information and Communication Technology, Le Quy Don Technical University, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Institute of Information and Communication Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Institute of Information and Communication Technology, Le Quy Don Technical University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083637907","display_name":"Duc Tang Tran","orcid":null},"institutions":[{"id":"https://openalex.org/I131359167","display_name":"Le Quy Don Technical University","ror":"https://ror.org/04wgyjv21","country_code":"VN","type":"education","lineage":["https://openalex.org/I131359167"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duc Tang Tran","raw_affiliation_strings":["Le Quy Don Technical University,Office of Science and Technology,Hanoi,Vietnam","Office of Science and Technology, Le Quy Don Technical University, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Le Quy Don Technical University,Office of Science and Technology,Hanoi,Vietnam","institution_ids":["https://openalex.org/I131359167"]},{"raw_affiliation_string":"Office of Science and Technology, Le Quy Don Technical University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I131359167"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5065605785"],"corresponding_institution_ids":["https://openalex.org/I131359167"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37847516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"364","last_page":"369"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T10706","display_name":"Traumatic Brain Injury and Neurovascular Disturbances","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9890999794006348,"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/T11679","display_name":"Craniofacial Disorders and Treatments","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cranioplasty","display_name":"Cranioplasty","score":0.814806342124939},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.6861770153045654},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6827951669692993},{"id":"https://openalex.org/keywords/skull","display_name":"Skull","score":0.6119711399078369},{"id":"https://openalex.org/keywords/implant","display_name":"Implant","score":0.5777475833892822},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5292339324951172},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5097216963768005},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.46731728315353394},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4508332312107086},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30423566699028015},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.2093362808227539},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17572075128555298}],"concepts":[{"id":"https://openalex.org/C2777042948","wikidata":"https://www.wikidata.org/wiki/Q5182148","display_name":"Cranioplasty","level":3,"score":0.814806342124939},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.6861770153045654},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6827951669692993},{"id":"https://openalex.org/C2779300802","wikidata":"https://www.wikidata.org/wiki/Q13147","display_name":"Skull","level":2,"score":0.6119711399078369},{"id":"https://openalex.org/C2781411149","wikidata":"https://www.wikidata.org/wiki/Q486975","display_name":"Implant","level":2,"score":0.5777475833892822},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5292339324951172},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5097216963768005},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.46731728315353394},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4508332312107086},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30423566699028015},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.2093362808227539},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17572075128555298},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais59597.2023.10382348","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/iccais59597.2023.10382348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 12th International Conference on Control, Automation and Information Sciences (ICCAIS)","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":12,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2532844638","https://openalex.org/W2594693186","https://openalex.org/W2706698011","https://openalex.org/W2902520352","https://openalex.org/W2946752693","https://openalex.org/W3112169616","https://openalex.org/W3157860598","https://openalex.org/W3212426721","https://openalex.org/W4205789551","https://openalex.org/W4304127725","https://openalex.org/W4380183557"],"related_works":["https://openalex.org/W4292632180","https://openalex.org/W2376567058","https://openalex.org/W2361798115","https://openalex.org/W1980768816","https://openalex.org/W2135697177","https://openalex.org/W2616051217","https://openalex.org/W1994665050","https://openalex.org/W2523650660","https://openalex.org/W2905439953","https://openalex.org/W2386220803"],"abstract_inverted_index":{"Cranioplasty":[0],"is":[1,53,143],"a":[2,9,62,104,179,187],"complex":[3],"procedure":[4],"that":[5,39,142],"aims":[6],"to":[7,25,54,79,132,160,182,190,198,219],"repair":[8,23],"defect":[10],"in":[11,45,61,239],"the":[12,15,21,26,30,42,46,49,66,70,81,85,89,125,137,162,166,172,184,192,199,203,213,216,224,228,233],"skull.":[13,31],"Generally,":[14],"surgeon":[16],"can":[17],"replace":[18],"part":[19],"of":[20,48,69,155,165,178,215,235],"skull,":[22,27],"damage":[24],"or":[28],"reshape":[29],"In":[32,120],"any":[33],"case,":[34],"it":[35,170],"requires":[36],"an":[37,56,129],"implant":[38,59,82,134,193,225],"perfectly":[40],"fits":[41],"missing":[43],"region":[44],"skull":[47,86,112,163],"patient.":[50,71],"The":[51,98,152,205],"key":[52],"have":[55,76],"accurate":[57],"cranial":[58],"design":[60,83,135,194,226],"short":[63],"time":[64],"from":[65,84,94,103,136,227],"CT":[67,140,229],"image":[68,87,113,141,157,164],"Recently,":[72],"numerous":[73],"successful":[74],"attempts":[75],"been":[77],"made":[78,116],"generate":[80,133,223],"where":[88,110],"most":[90],"notable":[91],"results":[92,207],"come":[93],"deep":[95],"learning-based":[96],"methods.":[97],"generating":[99],"models":[100,238],"were":[101],"trained":[102],"well-prepared,":[105],"normalized,":[106],"and":[107,148,186,221],"standardized":[108],"dataset":[109],"each":[111],"was":[114],"ideally":[115],"by":[117,127,146,202],"well-trained":[118],"radiologists.":[119],"this":[121],"paper,":[122],"we":[123],"fulfill":[124],"gap":[126],"proposing":[128],"end-to-end":[130],"pipeline":[131,153],"actual":[138],"patient":[139,167,210],"severely":[144],"degraded":[145],"noise":[147],"non-ideal":[149],"acquisition":[150],"conditions.":[151],"consists":[154,177],"several":[156,209],"processing":[158],"steps":[159],"prepare":[161],"before":[168],"passing":[169],"through":[171],"implant-generating":[173],"module.":[174],"It":[175],"also":[176],"pre-processing":[180],"step":[181,189],"stabilize":[183],"result":[185],"post-processing":[188],"make":[191],"practically":[195],"usable":[196],"according":[197],"criterion":[200],"suggested":[201],"surgeon.":[204],"experimental":[206],"with":[208],"data":[211],"confirm":[212],"ability":[214],"proposed":[217],"method":[218],"accurately":[220],"robustly":[222],"images,":[230],"thereby":[231],"enabling":[232],"use":[234],"existing":[236],"pre-trained":[237],"practice.":[240]},"counts_by_year":[],"updated_date":"2025-12-25T23:11:45.687758","created_date":"2025-10-10T00:00:00"}