{"id":"https://openalex.org/W4415776027","doi":"https://doi.org/10.1007/s10489-025-06864-w","title":"A competitive benchmarking among geometric deep learning, generative adversarial network, and point transformer for 3-D skull part segmentation","display_name":"A competitive benchmarking among geometric deep learning, generative adversarial network, and point transformer for 3-D skull part segmentation","publication_year":2025,"publication_date":"2025-11-01","ids":{"openalex":"https://openalex.org/W4415776027","doi":"https://doi.org/10.1007/s10489-025-06864-w"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-025-06864-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06864-w","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-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/A5108750756","display_name":"Thi Thu Trang Pham","orcid":"https://orcid.org/0009-0003-6262-9955"},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Thi-Thuy-Duong Pham","raw_affiliation_strings":["International Research Institute for Artificial Intelligence and Data Science, DongA University, Da Nang, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Research Institute for Artificial Intelligence and Data Science, DongA University, Da Nang, Vietnam","institution_ids":["https://openalex.org/I4210131846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078553426","display_name":"Duc-Phong Nguyen","orcid":"https://orcid.org/0000-0003-3077-8916"},"institutions":[{"id":"https://openalex.org/I4210131846","display_name":"Artificial Intelligence Research Institute","ror":"https://ror.org/03c0ach84","country_code":"ES","type":"facility","lineage":["https://openalex.org/I134820265","https://openalex.org/I4210131846"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Duc-Phong Nguyen","raw_affiliation_strings":["International Research Institute for Artificial Intelligence and Data Science, DongA University, Da Nang, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"International Research Institute for Artificial Intelligence and Data Science, DongA University, Da Nang, Vietnam","institution_ids":["https://openalex.org/I4210131846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5120221163","display_name":"Hien Duyen Nguyen-Le","orcid":null},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hien Duyen Nguyen-Le","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9013 - LaMcube - Laboratoire de M\u00e9canique, Multiphysique, Multi\u00e9chelle, Lille, F- 59000, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9013 - LaMcube - Laboratoire de M\u00e9canique, Multiphysique, Multi\u00e9chelle, Lille, F- 59000, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I7454413","https://openalex.org/I1294671590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091264220","display_name":"Tan\u2013Nhu Nguyen","orcid":"https://orcid.org/0000-0003-3343-0886"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]},{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tan-Nhu Nguyen","raw_affiliation_strings":["School of Biomedical Engineering, International University, Ho Chi Minh City, Vietnam","Vietnam National University, Ho Chi Minh City, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Biomedical Engineering, International University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I228151691"]},{"raw_affiliation_string":"Vietnam National University, Ho Chi Minh City, Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051516688","display_name":"Tien Tuan Dao","orcid":"https://orcid.org/0000-0002-5088-3433"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I7454413","display_name":"\u00c9cole Centrale de Lille","ror":"https://ror.org/01x441g73","country_code":"FR","type":"education","lineage":["https://openalex.org/I7454413"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Tien-Tuan Dao","raw_affiliation_strings":["Univ. Lille, CNRS, Centrale Lille, UMR 9013 - LaMcube - Laboratoire de M\u00e9canique, Multiphysique, Multi\u00e9chelle, Lille, F- 59000, France"],"raw_orcid":"https://orcid.org/0000-0002-5088-3433","affiliations":[{"raw_affiliation_string":"Univ. Lille, CNRS, Centrale Lille, UMR 9013 - LaMcube - Laboratoire de M\u00e9canique, Multiphysique, Multi\u00e9chelle, Lille, F- 59000, France","institution_ids":["https://openalex.org/I2279609970","https://openalex.org/I7454413","https://openalex.org/I1294671590"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108750756"],"corresponding_institution_ids":["https://openalex.org/I4210131846"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.48218773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"55","issue":"16","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11669","display_name":"Head and Neck Surgical Oncology","score":0.219200000166893,"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"}},"topics":[{"id":"https://openalex.org/T11669","display_name":"Head and Neck Surgical Oncology","score":0.219200000166893,"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"}},{"id":"https://openalex.org/T11363","display_name":"Dental Radiography and Imaging","score":0.16130000352859497,"subfield":{"id":"https://openalex.org/subfields/3504","display_name":"Oral Surgery"},"field":{"id":"https://openalex.org/fields/35","display_name":"Dentistry"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":0.12919999659061432,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7365999817848206},{"id":"https://openalex.org/keywords/skull","display_name":"Skull","score":0.6503999829292297},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5333999991416931},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5170000195503235},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.44670000672340393},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.430400013923645},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.36010000109672546},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.3407999873161316}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7724999785423279},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7365999817848206},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6588000059127808},{"id":"https://openalex.org/C2779300802","wikidata":"https://www.wikidata.org/wiki/Q13147","display_name":"Skull","level":2,"score":0.6503999829292297},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5333999991416931},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5170000195503235},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.44670000672340393},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.430400013923645},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.396699994802475},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.36010000109672546},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.3407999873161316},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3391000032424927},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.32739999890327454},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.322299987077713},{"id":"https://openalex.org/C2776673561","wikidata":"https://www.wikidata.org/wiki/Q655357","display_name":"Atlas (anatomy)","level":2,"score":0.3012999892234802},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.28040000796318054},{"id":"https://openalex.org/C2776905153","wikidata":"https://www.wikidata.org/wiki/Q13147","display_name":"Human skull","level":3,"score":0.2754000127315521},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.2612000107765198},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.25459998846054077},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-025-06864-w","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-025-06864-w","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":68,"referenced_works":["https://openalex.org/W16929757","https://openalex.org/W1901129140","https://openalex.org/W1986473362","https://openalex.org/W1987143153","https://openalex.org/W1993759386","https://openalex.org/W2002586964","https://openalex.org/W2008550072","https://openalex.org/W2016240821","https://openalex.org/W2034098149","https://openalex.org/W2037746730","https://openalex.org/W2046150577","https://openalex.org/W2069182837","https://openalex.org/W2083927153","https://openalex.org/W2168647052","https://openalex.org/W2338894059","https://openalex.org/W2355962699","https://openalex.org/W2512260780","https://openalex.org/W2600642189","https://openalex.org/W2626593246","https://openalex.org/W2795581475","https://openalex.org/W2802997824","https://openalex.org/W2901462650","https://openalex.org/W2962941647","https://openalex.org/W2979750740","https://openalex.org/W2982014038","https://openalex.org/W2982437619","https://openalex.org/W3003692528","https://openalex.org/W3039448353","https://openalex.org/W3043657256","https://openalex.org/W3043993423","https://openalex.org/W3094270153","https://openalex.org/W3096831136","https://openalex.org/W3113551849","https://openalex.org/W3122870122","https://openalex.org/W3126155432","https://openalex.org/W3154409344","https://openalex.org/W3191131588","https://openalex.org/W3205586691","https://openalex.org/W4206298253","https://openalex.org/W4210657153","https://openalex.org/W4210679254","https://openalex.org/W4223579526","https://openalex.org/W4229448187","https://openalex.org/W4239721925","https://openalex.org/W4249921029","https://openalex.org/W4283831174","https://openalex.org/W4292294945","https://openalex.org/W4297836999","https://openalex.org/W4304701124","https://openalex.org/W4308891556","https://openalex.org/W4315641426","https://openalex.org/W4316669351","https://openalex.org/W4366091868","https://openalex.org/W4376616480","https://openalex.org/W4382176510","https://openalex.org/W4382936414","https://openalex.org/W4385373929","https://openalex.org/W4387398112","https://openalex.org/W4392044321","https://openalex.org/W4392599985","https://openalex.org/W4394652702","https://openalex.org/W4395022639","https://openalex.org/W4402011054","https://openalex.org/W4402816058","https://openalex.org/W4404517133","https://openalex.org/W4405372146","https://openalex.org/W4409720120","https://openalex.org/W6940942215"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-11-02T00:00:00"}