{"id":"https://openalex.org/W4408186974","doi":"https://doi.org/10.1186/s12880-025-01611-6","title":"MTMU: Multi-domain Transformation based Mamba-UNet designed for unruptured intracranial aneurysm segmentation","display_name":"MTMU: Multi-domain Transformation based Mamba-UNet designed for unruptured intracranial aneurysm segmentation","publication_year":2025,"publication_date":"2025-03-06","ids":{"openalex":"https://openalex.org/W4408186974","doi":"https://doi.org/10.1186/s12880-025-01611-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/40050794"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-025-01611-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01611-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01611-6","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://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01611-6","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100451269","display_name":"Bing Li","orcid":"https://orcid.org/0000-0002-5055-8921"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Li","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100377352","display_name":"Nian Liu","orcid":"https://orcid.org/0000-0002-0825-6081"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nian Liu","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018836618","display_name":"Jianbin Bai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210138647","display_name":"Hanzhong People's Hospital","ror":"https://ror.org/02zq48n91","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210138647"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbin Bai","raw_affiliation_strings":["Department of Neurosurgery 3201 Hospital, Hanzhong, 723000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurosurgery 3201 Hospital, Hanzhong, 723000, China","institution_ids":["https://openalex.org/I4210138647"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031205173","display_name":"Jianfeng Xu","orcid":"https://orcid.org/0000-0002-1343-8752"},"institutions":[{"id":"https://openalex.org/I4210092264","display_name":"Mianyang Third People's Hospital","ror":"https://ror.org/00dpgqt54","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210092264"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianfeng Xu","raw_affiliation_strings":["Neurosurgery of the Third People's Hospital of Mianyang/Sichuan Mental Health Center, Mianyang, 621000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosurgery of the Third People's Hospital of Mianyang/Sichuan Mental Health Center, Mianyang, 621000, China","institution_ids":["https://openalex.org/I4210092264"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101795460","display_name":"Yi Tang","orcid":"https://orcid.org/0000-0002-2580-7420"},"institutions":[{"id":"https://openalex.org/I105086349","display_name":"North Sichuan Medical University","ror":"https://ror.org/05k3sdc46","country_code":"CN","type":"education","lineage":["https://openalex.org/I105086349"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Tang","raw_affiliation_strings":["North Sichuan Medical College, Nanchong, 637000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"North Sichuan Medical College, Nanchong, 637000, China","institution_ids":["https://openalex.org/I105086349"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100351090","display_name":"Yan Liu","orcid":"https://orcid.org/0000-0002-5837-4908"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Liu","raw_affiliation_strings":["College of Electrical Engineering, Sichuan University, Chengdu, 610065, China. liuyan77@scu.edu.cn","College of Electrical Engineering, Sichuan University, Chengdu, 610065, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, 610065, China. liuyan77@scu.edu.cn","institution_ids":["https://openalex.org/I24185976"]},{"raw_affiliation_string":"College of Electrical Engineering, Sichuan University, Chengdu, 610065, China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1690,"currency":"GBP","value_usd":2072},"apc_paid":{"value":1690,"currency":"GBP","value_usd":2072},"fwci":4.6955,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.94348149,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"25","issue":"1","first_page":"80","last_page":"80"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.9994999766349792,"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/T10420","display_name":"Intracranial Aneurysms: Treatment and Complications","score":0.9994999766349792,"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/T10816","display_name":"Cerebrovascular and Carotid Artery Diseases","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7889673709869385},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.6860486268997192},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6328650712966919},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5706143379211426},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42695242166519165},{"id":"https://openalex.org/keywords/aneurysm","display_name":"Aneurysm","score":0.41889724135398865},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.40142107009887695},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3229977488517761},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.32071948051452637}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7889673709869385},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6860486268997192},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6328650712966919},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5706143379211426},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42695242166519165},{"id":"https://openalex.org/C2776098176","wikidata":"https://www.wikidata.org/wiki/Q189389","display_name":"Aneurysm","level":2,"score":0.41889724135398865},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.40142107009887695},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3229977488517761},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.32071948051452637},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002532","descriptor_name":"Intracranial Aneurysm","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005583","descriptor_name":"Fourier Analysis","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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-025-01611-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01611-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01611-6","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:40050794","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40050794","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:doaj.org/article:f407b54399834a0bb6d9f4ea71444a1f","is_oa":true,"landing_page_url":"https://doaj.org/article/f407b54399834a0bb6d9f4ea71444a1f","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 25, Iss 1, Pp 1-16 (2025)","raw_type":"article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11887374","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11887374","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1186/s12880-025-01611-6","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-025-01611-6","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-025-01611-6","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":[{"id":"https://metadata.un.org/sdg/2","score":0.49000000953674316,"display_name":"Zero hunger"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4408186974.pdf"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W611474209","https://openalex.org/W2024945747","https://openalex.org/W2027931360","https://openalex.org/W2090896340","https://openalex.org/W2158147889","https://openalex.org/W2319776657","https://openalex.org/W2798122215","https://openalex.org/W2948864380","https://openalex.org/W2969435565","https://openalex.org/W2979792663","https://openalex.org/W3015884347","https://openalex.org/W3115719182","https://openalex.org/W3122015757","https://openalex.org/W3127751679","https://openalex.org/W3137561054","https://openalex.org/W3171488657","https://openalex.org/W4206247754","https://openalex.org/W4221163766","https://openalex.org/W4225581272","https://openalex.org/W4233857083","https://openalex.org/W4287773932","https://openalex.org/W4289489408","https://openalex.org/W4291497790","https://openalex.org/W4299455392","https://openalex.org/W4313598797","https://openalex.org/W4362510893","https://openalex.org/W4390784781","https://openalex.org/W4390992331","https://openalex.org/W4391013663","https://openalex.org/W4391514919","https://openalex.org/W4391670385","https://openalex.org/W4392868456"],"related_works":["https://openalex.org/W2050736209","https://openalex.org/W4293440023","https://openalex.org/W2248024246","https://openalex.org/W2374334911","https://openalex.org/W2064079700","https://openalex.org/W4245356627","https://openalex.org/W2758528125","https://openalex.org/W4051540","https://openalex.org/W4226136229","https://openalex.org/W2900584650"],"abstract_inverted_index":{"The":[0,62,183],"management":[1],"of":[2,13,22,33,75,78,91,108,126,133,172],"Unruptured":[3],"Intracranial":[4],"aneurysm":[5,155],"(UIA)":[6],"depends":[7],"on":[8],"the":[9,20,30,34,37,41,44,71,86,89,106,116,123,127,130,149,169,173,187],"shape":[10],"parameters":[11],"assessment":[12],"lesions,":[14],"which":[15],"requires":[16],"target":[17,128,141],"segmentation.":[18,61],"However,":[19],"segmentation":[21,67,181],"UIA":[23,60],"is":[24,145],"a":[25,54,65,76,137],"challenging":[26],"task":[27,139],"due":[28],"to":[29,147,167,177],"small":[31,124],"volume":[32],"lesions":[35],"and":[36,43,80,129],"indistinct":[38],"boundary":[39],"between":[40],"lesion":[42],"parent":[45,159],"arteries.":[46],"To":[47],"relieve":[48],"these":[49],"issues,":[50],"this":[51],"article":[52],"proposes":[53],"multi-domain":[55],"transformation-based":[56],"Mamba-UNet":[57],"(MTMU)":[58],"for":[59,105],"model":[63,87,150],"employs":[64],"U-shaped":[66],"architecture,":[68],"equipped":[69],"with":[70,88],"feature":[72,112,119],"encoder":[73],"consisting":[74],"set":[77],"Mamba":[79],"Flip":[81],"(MF)":[82],"blocks.":[83],"It":[84],"endows":[85],"capability":[90],"long-range":[92],"dependency":[93],"perceiving":[94],"while":[95],"balancing":[96],"computational":[97],"cost.":[98],"Fourier":[99],"Transform":[100],"(FT)":[101],"based":[102],"connection":[103],"allows":[104],"enhancement":[107],"edge":[109],"information":[110],"in":[111,118],"maps,":[113],"thereby":[114],"mitigating":[115],"difficulties":[117],"extraction":[120],"caused":[121],"by":[122],"size":[125],"limited":[131],"number":[132],"foreground":[134],"pixels.":[135],"Additionally,":[136],"sub":[138],"providing":[140],"geometry":[142],"constrain":[143,148],"(GC)":[144],"utilized":[146],"training,":[151],"aiming":[152],"at":[153],"splitting":[154],"dome":[156],"from":[157],"its":[158],"artery":[160],"accurately.":[161],"Extensive":[162],"experiments":[163],"have":[164,190],"been":[165],"conducted":[166],"demonstrate":[168],"superior":[170],"performance":[171],"proposed":[174,188],"method":[175,189],"compared":[176],"other":[178],"competitive":[179],"medical":[180],"methods.":[182],"results":[184],"prove":[185],"that":[186],"great":[191],"clinical":[192],"application":[193],"prospects.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-25T08:15:23.626066","created_date":"2025-10-10T00:00:00"}
