{"id":"https://openalex.org/W4402311682","doi":"https://doi.org/10.1186/s12880-024-01385-3","title":"nnU-Net based segmentation and 3D reconstruction of uterine fibroids with MRI images for HIFU surgery planning","display_name":"nnU-Net based segmentation and 3D reconstruction of uterine fibroids with MRI images for HIFU surgery planning","publication_year":2024,"publication_date":"2024-09-06","ids":{"openalex":"https://openalex.org/W4402311682","doi":"https://doi.org/10.1186/s12880-024-01385-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/39243001"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-024-01385-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01385-3","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01385-3.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"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":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01385-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100428034","display_name":"Ting Wang","orcid":"https://orcid.org/0000-0001-6766-5830"},"institutions":[{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ting Wang","raw_affiliation_strings":["State Key Laboratory of Ultrasound in Medicine and Engineering, College of Biomedical Engineering, Chongqing Medical University, Chongqing, 400016, China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ultrasound in Medicine and Engineering, College of Biomedical Engineering, Chongqing Medical University, Chongqing, 400016, China","institution_ids":["https://openalex.org/I87780372"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050145057","display_name":"Yingang Wen","orcid":null},"institutions":[{"id":"https://openalex.org/I4210132296","display_name":"Ultrasonic Technologies (United States)","ror":"https://ror.org/03x2dsw59","country_code":"US","type":"company","lineage":["https://openalex.org/I4210132296"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingang Wen","raw_affiliation_strings":["National Engineering Research Center of Ultrasonic Medicine, Chongqing, 401121, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Research Center of Ultrasonic Medicine, Chongqing, 401121, China","institution_ids":["https://openalex.org/I4210132296"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101993226","display_name":"Zhibiao Wang","orcid":"https://orcid.org/0000-0001-8148-2117"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]},{"id":"https://openalex.org/I87780372","display_name":"Chongqing Medical University","ror":"https://ror.org/017z00e58","country_code":"CN","type":"education","lineage":["https://openalex.org/I87780372"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhibiao Wang","raw_affiliation_strings":["State Key Laboratory of Ultrasound in Medicine and Engineering, College of Biomedical Engineering, Chongqing Medical University, Chongqing, 400016, China. wangzb@cqmu.edu.cn"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Ultrasound in Medicine and Engineering, College of Biomedical Engineering, Chongqing Medical University, Chongqing, 400016, China. wangzb@cqmu.edu.cn","institution_ids":["https://openalex.org/I158842170","https://openalex.org/I87780372"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100428034"],"corresponding_institution_ids":["https://openalex.org/I87780372"],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":9.2547,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.98573177,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"24","issue":"1","first_page":"233","last_page":"233"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12154","display_name":"Pelvic and Acetabular Injuries","score":0.9623000025749207,"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/T12154","display_name":"Pelvic and Acetabular Injuries","score":0.9623000025749207,"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/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9609000086784363,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10916","display_name":"Surgical Simulation and Training","score":0.9577999711036682,"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/segmentation","display_name":"Segmentation","score":0.6544445157051086},{"id":"https://openalex.org/keywords/surgical-planning","display_name":"Surgical planning","score":0.5933959484100342},{"id":"https://openalex.org/keywords/uterine-fibroids","display_name":"Uterine fibroids","score":0.5802830457687378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5201359391212463},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5191842317581177},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.5137053728103638},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4767095446586609},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.296615868806839},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.19537794589996338}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6544445157051086},{"id":"https://openalex.org/C2779370443","wikidata":"https://www.wikidata.org/wiki/Q1776627","display_name":"Surgical planning","level":2,"score":0.5933959484100342},{"id":"https://openalex.org/C2780566971","wikidata":"https://www.wikidata.org/wiki/Q556281","display_name":"Uterine fibroids","level":2,"score":0.5802830457687378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5201359391212463},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5191842317581177},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5137053728103638},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4767095446586609},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.296615868806839},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.19537794589996338}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D007889","descriptor_name":"Leiomyoma","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014594","descriptor_name":"Uterine Neoplasms","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D025321","descriptor_name":"Surgery, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D057086","descriptor_name":"High-Intensity Focused Ultrasound Ablation","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-024-01385-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01385-3","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01385-3.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"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":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39243001","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39243001","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11380377","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11380377","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11380377/pdf/12880_2024_Article_1385.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:648a38de479d4116b277c2071faab01e","is_oa":true,"landing_page_url":"https://doaj.org/article/648a38de479d4116b277c2071faab01e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 24, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-024-01385-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01385-3","pdf_url":"https://link.springer.com/content/pdf/10.1186/s12880-024-01385-3.pdf","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"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":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402311682.pdf","grobid_xml":"https://content.openalex.org/works/W4402311682.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1565998957","https://openalex.org/W1651609297","https://openalex.org/W1965051951","https://openalex.org/W1970099367","https://openalex.org/W1984149466","https://openalex.org/W2044780370","https://openalex.org/W2047084793","https://openalex.org/W2053266542","https://openalex.org/W2053689216","https://openalex.org/W2063764093","https://openalex.org/W2088023073","https://openalex.org/W2112796928","https://openalex.org/W2117553888","https://openalex.org/W2146976149","https://openalex.org/W2168962266","https://openalex.org/W2231793236","https://openalex.org/W2342591535","https://openalex.org/W2395611524","https://openalex.org/W2741891296","https://openalex.org/W2746026753","https://openalex.org/W2747032653","https://openalex.org/W2748604568","https://openalex.org/W2803771041","https://openalex.org/W2888358068","https://openalex.org/W2905338897","https://openalex.org/W2914098614","https://openalex.org/W2928133111","https://openalex.org/W2971549595","https://openalex.org/W2971599365","https://openalex.org/W2976862545","https://openalex.org/W2989902981","https://openalex.org/W3005687511","https://openalex.org/W3006169930","https://openalex.org/W3014974815","https://openalex.org/W3021317468","https://openalex.org/W3026598587","https://openalex.org/W3112701542","https://openalex.org/W3127676179","https://openalex.org/W3142047004","https://openalex.org/W3145574396","https://openalex.org/W3204255739","https://openalex.org/W4214736088","https://openalex.org/W4240862521","https://openalex.org/W4281710423","https://openalex.org/W4287448984","https://openalex.org/W4292296585","https://openalex.org/W4309770370","https://openalex.org/W4310532983","https://openalex.org/W4311767714","https://openalex.org/W4313270771","https://openalex.org/W4313399770","https://openalex.org/W4313555269","https://openalex.org/W4360979612","https://openalex.org/W4376642941","https://openalex.org/W4381555093","https://openalex.org/W4387847058","https://openalex.org/W4393405247"],"related_works":["https://openalex.org/W3021493803","https://openalex.org/W2257755506","https://openalex.org/W2387554991","https://openalex.org/W2357633064","https://openalex.org/W2011111248","https://openalex.org/W4256129901","https://openalex.org/W2002934375","https://openalex.org/W2006468016","https://openalex.org/W2912860444","https://openalex.org/W1992188083"],"abstract_inverted_index":{"High-Intensity":[0],"Focused":[1],"Ultrasound":[2],"(HIFU)":[3],"ablation":[4],"represents":[5],"a":[6,35,68,86,126],"rapidly":[7],"advancing":[8],"non-invasive":[9],"treatment":[10,263],"modality":[11],"that":[12],"has":[13],"achieved":[14,156],"considerable":[15],"success":[16],"in":[17,38,92,143,260],"addressing":[18],"uterine":[19,47,96,147,265],"fibroids,":[20,48,168],"which":[21],"constitute":[22],"over":[23],"50%":[24],"of":[25,43,52,95,105,117,134,146,161,218,226,257,264],"benign":[26],"gynecological":[27],"tumors.":[28],"Preoperative":[29],"Magnetic":[30],"Resonance":[31],"Imaging":[32],"(MRI)":[33],"plays":[34],"pivotal":[36],"role":[37],"the":[39,50,93,106,130,139,144,164,171,175,179,184,216,219,227,253,261],"planning":[40],"and":[41,70,119,132,149,181,198,212,229,245,255],"guidance":[42],"HIFU":[44,113,135,258],"surgery":[45,259],"for":[46,89,163,167,170,174,178,183,223],"wherein":[49],"segmentation":[51,58,94,118,145,225,243],"tumors":[53],"holds":[54],"critical":[55],"significance.":[56],"The":[57,115],"process":[59],"was":[60,109,123,233],"previously":[61],"manually":[62],"executed":[63],"by":[64],"medical":[65],"experts,":[66],"entailing":[67],"time-consuming":[69],"labor-intensive":[71],"procedure":[72],"heavily":[73],"reliant":[74],"on":[75,128],"clinical":[76,262],"expertise.":[77],"This":[78],"study":[79],"introduced":[80],"deep":[81],"learning-based":[82],"nnU-Net":[83,155,202,221],"models,":[84],"offering":[85],"cost-effective":[87],"approach":[88],"their":[90,150],"application":[91],"fibroids":[97,148],"utilizing":[98],"preoperative":[99],"MRI":[100],"images.":[101],"Furthermore,":[102],"3D":[103,120,154,201,220,246],"reconstruction":[104,121,247],"segmented":[107],"targets":[108],"implemented":[110],"to":[111,188,251],"guide":[112],"surgery.":[114,136],"evaluation":[116],"performance":[122,142],"conducted":[124],"with":[125,238],"focus":[127],"enhancing":[129],"safety":[131,254],"effectiveness":[133],"Results":[137],"demonstrated":[138,203],"nnU-Net's":[140],"commendable":[141],"surrounding":[151,231],"organs.":[152],"Specifically,":[153],"Dice":[157],"Similarity":[158],"Coefficients":[159],"(DSC)":[160],"92.55%":[162],"uterus,":[165],"95.63%":[166],"92.69%":[169],"spine,":[172],"89.63%":[173],"endometrium,":[176],"97.75%":[177],"bladder,":[180],"90.45%":[182],"urethral":[185],"orifice.":[186],"Compared":[187],"other":[189],"state-of-the-art":[190],"methods":[191],"such":[192],"as":[193],"HIFUNet,":[194],"U-Net,":[195],"R2U-Net,":[196],"ConvUNeXt":[197],"2D":[199],"nnU-Net,":[200],"significantly":[204],"higher":[205],"DSC":[206],"values,":[207],"highlighting":[208],"its":[209,230],"superior":[210],"accuracy":[211],"robustness.":[213],"In":[214],"conclusion,":[215],"efficacy":[217],"model":[222],"automated":[224],"uterus":[228],"organs":[232],"robustly":[234],"validated.":[235],"When":[236],"integrated":[237],"intra-operative":[239],"ultrasound":[240],"imaging,":[241],"this":[242],"method":[244],"hold":[248],"substantial":[249],"potential":[250],"enhance":[252],"efficiency":[256],"fibroids.":[266]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":13}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}