{"id":"https://openalex.org/W4411097699","doi":"https://doi.org/10.1007/s11548-025-03438-6","title":"Hypothalamus and intracranial volume segmentation at the group level by use of a Gradio-CNN framework","display_name":"Hypothalamus and intracranial volume segmentation at the group level by use of a Gradio-CNN framework","publication_year":2025,"publication_date":"2025-06-06","ids":{"openalex":"https://openalex.org/W4411097699","doi":"https://doi.org/10.1007/s11548-025-03438-6","pmid":"https://pubmed.ncbi.nlm.nih.gov/40478471"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-025-03438-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03438-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03438-6.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03438-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037725973","display_name":"Ina Vernikouskaya","orcid":"https://orcid.org/0000-0002-4187-5685"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Ina Vernikouskaya","raw_affiliation_strings":["Department of Internal Medicine II, Ulm University Medical Center, Albert-Einstein-Allee 23, 89081, Ulm, Germany. ina.vernikouskaya@uni-ulm.de"],"raw_orcid":"https://orcid.org/0000-0002-4187-5685","affiliations":[{"raw_affiliation_string":"Department of Internal Medicine II, Ulm University Medical Center, Albert-Einstein-Allee 23, 89081, Ulm, Germany. ina.vernikouskaya@uni-ulm.de","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066691263","display_name":"Volker Rasche","orcid":"https://orcid.org/0000-0001-8844-3583"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Volker Rasche","raw_affiliation_strings":["Department of Internal Medicine II, Ulm University Medical Center, Albert-Einstein-Allee 23, 89081, Ulm, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Internal Medicine II, Ulm University Medical Center, Albert-Einstein-Allee 23, 89081, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090410744","display_name":"Jan Kassubek","orcid":"https://orcid.org/0000-0002-7106-9270"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Kassubek","raw_affiliation_strings":["Department of Neurology, University of Ulm, Ulm, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7106-9270","affiliations":[{"raw_affiliation_string":"Department of Neurology, University of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101465879","display_name":"Hans\u2010Peter M\u00fcller","orcid":"https://orcid.org/0000-0001-5706-9381"},"institutions":[{"id":"https://openalex.org/I196349391","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02","country_code":"DE","type":"education","lineage":["https://openalex.org/I196349391"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hans-Peter M\u00fcller","raw_affiliation_strings":["Department of Neurology, University of Ulm, Ulm, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurology, University of Ulm, Ulm, Germany","institution_ids":["https://openalex.org/I196349391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037725973"],"corresponding_institution_ids":["https://openalex.org/I196349391"],"apc_list":{"value":4390,"currency":"USD","value_usd":4390},"apc_paid":{"value":4390,"currency":"USD","value_usd":4390},"fwci":0.7441,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.6985359,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"20","issue":"8","first_page":"1723","last_page":"1731"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10919","display_name":"Neurological disorders and treatments","score":0.45969998836517334,"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/T10919","display_name":"Neurological disorders and treatments","score":0.45969998836517334,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.1761000007390976,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/T10094","display_name":"Epilepsy research and treatment","score":0.09319999814033508,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/computer-science","display_name":"Computer science","score":0.7830206155776978},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7269739508628845},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.6599748730659485},{"id":"https://openalex.org/keywords/graphical-user-interface","display_name":"Graphical user interface","score":0.5912927985191345},{"id":"https://openalex.org/keywords/upload","display_name":"Upload","score":0.4693045914173126},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46564754843711853},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.4626190960407257},{"id":"https://openalex.org/keywords/hypothalamus","display_name":"Hypothalamus","score":0.4583756923675537},{"id":"https://openalex.org/keywords/volume","display_name":"Volume (thermodynamics)","score":0.42388883233070374},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3771297335624695},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32497286796569824},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21687620878219604},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.20001298189163208},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1403193473815918},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.09485536813735962}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7830206155776978},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7269739508628845},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.6599748730659485},{"id":"https://openalex.org/C37789001","wikidata":"https://www.wikidata.org/wiki/Q782543","display_name":"Graphical user interface","level":2,"score":0.5912927985191345},{"id":"https://openalex.org/C71901391","wikidata":"https://www.wikidata.org/wiki/Q7126699","display_name":"Upload","level":2,"score":0.4693045914173126},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46564754843711853},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.4626190960407257},{"id":"https://openalex.org/C2777003273","wikidata":"https://www.wikidata.org/wiki/Q164386","display_name":"Hypothalamus","level":2,"score":0.4583756923675537},{"id":"https://openalex.org/C20556612","wikidata":"https://www.wikidata.org/wiki/Q4469374","display_name":"Volume (thermodynamics)","level":2,"score":0.42388883233070374},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3771297335624695},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32497286796569824},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21687620878219604},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.20001298189163208},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1403193473815918},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.09485536813735962},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","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":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D007031","descriptor_name":"Hypothalamus","qualifier_ui":"Q000473","qualifier_name":"pathology","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":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009929","descriptor_name":"Organ Size","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009929","descriptor_name":"Organ Size","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009929","descriptor_name":"Organ Size","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009929","descriptor_name":"Organ Size","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D010300","descriptor_name":"Parkinson Disease","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014584","descriptor_name":"User-Computer Interface","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-025-03438-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03438-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03438-6.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:40478471","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40478471","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:12350493","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12350493","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12350493/pdf/11548_2025_Article_3438.pdf","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-025-03438-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-025-03438-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-025-03438-6.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5037752585","display_name":null,"funder_award_id":"BMBF #01GM1103A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7339474789","display_name":null,"funder_award_id":"DFG LU 336/15-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320325530","display_name":"Universit\u00e4t Ulm","ror":"https://ror.org/032000t02"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4411097699.pdf","grobid_xml":"https://content.openalex.org/works/W4411097699.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1909740415","https://openalex.org/W1982547105","https://openalex.org/W2091741867","https://openalex.org/W2567599812","https://openalex.org/W2622527277","https://openalex.org/W2810775068","https://openalex.org/W2901434856","https://openalex.org/W2969564648","https://openalex.org/W3014974815","https://openalex.org/W3080123676","https://openalex.org/W3112701542","https://openalex.org/W3187546290","https://openalex.org/W4235269668","https://openalex.org/W4283014755","https://openalex.org/W4308580198","https://openalex.org/W4311020998","https://openalex.org/W4388429617","https://openalex.org/W4389388807","https://openalex.org/W4399662929","https://openalex.org/W4403330415","https://openalex.org/W4403519983"],"related_works":["https://openalex.org/W2429057255","https://openalex.org/W2187546663","https://openalex.org/W148745890","https://openalex.org/W4389670110","https://openalex.org/W2944823289","https://openalex.org/W2611942503","https://openalex.org/W4315621326","https://openalex.org/W2899790217","https://openalex.org/W2598865957","https://openalex.org/W1576092969"],"abstract_inverted_index":{"PURPOSE:":[0],"This":[1,280],"study":[2],"aimed":[3],"to":[4,32,79,89,121,142,285],"develop":[5],"and":[6,20,35,46,83,101,103,152,161,167,182,202,228,248,265],"evaluate":[7],"a":[8,42,55,76,126,143,210,246],"graphical":[9],"user":[10],"interface":[11,29,116],"(GUI)":[12],"for":[13,38,50,132,199,205,222,251,273],"the":[14,18,59,81,95,115,123,133,136,138,165,168,200,206,258,271,283],"automated":[15],"segmentation":[16,37,65,96,107,208],"of":[17,48,135,145,236,257],"hypothalamus":[19,82,166,201],"intracranial":[21],"volume":[22,100,177,195],"(ICV)":[23],"in":[24,163,174,253,276,288],"brain":[25,70,277],"MRI":[26,71,92,278],"scans.":[27,72],"The":[28,73,85,156,189,218,242,255],"was":[30,140,196],"designed":[31],"facilitate":[33],"efficient":[34],"accurate":[36,261],"research":[39],"applications,":[40],"with":[41,148,170,185,231],"focus":[43],"on":[44,68,209],"accessibility":[45],"ease":[47],"use":[49],"end-users.":[51],"METHODS:":[52],"We":[53],"developed":[54,243],"web-based":[56],"GUI":[57,86,157,244],"using":[58,117],"Gradio":[60],"library":[61],"integrating":[62],"deep":[63,262],"learning-based":[64,263],"models":[66],"trained":[67],"annotated":[69],"model":[74],"utilizes":[75],"U-Net":[77],"architecture":[78],"delineate":[80],"ICV.":[84],"allows":[87],"users":[88,120],"upload":[90],"high-resolution":[91],"scans,":[93],"visualize":[94],"results,":[97],"calculate":[98],"hypothalamic":[99,176],"ICV,":[102,169],"manually":[104],"correct":[105],"individual":[106],"results.":[108],"To":[109],"ensure":[110],"widespread":[111],"accessibility,":[112],"we":[113],"deployed":[114],"ngrok,":[118],"allowing":[119],"access":[122,224],"tool":[124,139,250],"via":[125,268],"shared":[127],"link.":[128],"As":[129],"an":[130,232],"example":[131],"universality":[134],"approach,":[137],"applied":[141],"group":[144],"90":[146],"patients":[147,181],"Parkinson's":[149],"disease":[150],"(PD)":[151],"39":[153],"controls.":[154],"RESULTS:":[155],"demonstrated":[158],"high":[159],"usability":[160],"efficiency":[162],"segmenting":[164],"no":[171],"significant":[172],"difference":[173],"normalized":[175],"observed":[178],"between":[179],"PD":[180],"controls,":[183],"consistent":[184],"previously":[186],"published":[187],"findings.":[188],"average":[190,233],"processing":[191],"time":[192,235],"per":[193],"patient":[194],"18":[197],"s":[198,204],"44":[203],"ICV":[207],"6":[211],"GB":[212],"NVidia":[213],"GeForce":[214],"GTX":[215],"1060":[216],"GPU.":[217],"ngrok-based":[219],"deployment":[220,267],"allowed":[221],"seamless":[223],"across":[225],"different":[226],"devices":[227],"operating":[229],"systems,":[230],"connection":[234],"less":[237],"than":[238],"5":[239],"s.":[240],"CONCLUSION:":[241],"provides":[245],"powerful":[247],"accessible":[249],"applications":[252],"neuroimaging.":[254],"combination":[256],"intuitive":[259],"interface,":[260],"segmentation,":[264],"easy":[266],"ngrok":[269],"addresses":[270],"need":[272],"user-friendly":[274],"tools":[275],"analysis.":[279],"approach":[281],"has":[282],"potential":[284],"streamline":[286],"workflows":[287],"neuroimaging":[289],"research.":[290]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
