{"id":"https://openalex.org/W7117979222","doi":"https://doi.org/10.1007/978-3-032-09513-8_61","title":"nnU-BNST: Deep Learning-Based Automated Segmentation of the Bed Nucleus of the Stria Terminalis","display_name":"nnU-BNST: Deep Learning-Based Automated Segmentation of the Bed Nucleus of the Stria Terminalis","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7117979222","doi":"https://doi.org/10.1007/978-3-032-09513-8_61"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-09513-8_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-09513-8_61","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5101447686","display_name":"Ziyang Xu","orcid":"https://orcid.org/0009-0003-5711-5159"},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziyang Xu","raw_affiliation_strings":["Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA","institution_ids":["https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040726112","display_name":"Mohamed Azzam","orcid":"https://orcid.org/0000-0002-9007-936X"},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohamed Azzam","raw_affiliation_strings":["Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA","institution_ids":["https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121751803","display_name":"Marshall Bivens","orcid":null},"institutions":[{"id":"https://openalex.org/I1307117695","display_name":"Nebraska Medical Center","ror":"https://ror.org/03azxga02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1307117695"]},{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marshall Bivens","raw_affiliation_strings":["Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68106, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68106, USA","institution_ids":["https://openalex.org/I1307117695","https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121780223","display_name":"Marcus Dustin","orcid":null},"institutions":[{"id":"https://openalex.org/I1307117695","display_name":"Nebraska Medical Center","ror":"https://ror.org/03azxga02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1307117695"]},{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marcus Dustin","raw_affiliation_strings":["Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68106, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68106, USA","institution_ids":["https://openalex.org/I1307117695","https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065053020","display_name":"Shibiao Wan","orcid":"https://orcid.org/0000-0003-0661-2684"},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shibiao Wan","raw_affiliation_strings":["Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, 68198, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center, Omaha, NE, 68198, USA","institution_ids":["https://openalex.org/I59130452"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111888919","display_name":"Jennifer Urbano Blackford","orcid":null},"institutions":[{"id":"https://openalex.org/I1307117695","display_name":"Nebraska Medical Center","ror":"https://ror.org/03azxga02","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1307117695"]},{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]},{"id":"https://openalex.org/I901861585","display_name":"Vanderbilt University Medical Center","ror":"https://ror.org/05dq2gs74","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210162197","https://openalex.org/I901861585"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Urbano Blackford","raw_affiliation_strings":["Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, USA","Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68106, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Psychiatry and Behavioral Sciences, Vanderbilt University Medical Center, Nashville, TN, 37232, USA","institution_ids":["https://openalex.org/I901861585"]},{"raw_affiliation_string":"Munroe-Meyer Institute for Genetics and Rehabilitation, University of Nebraska Medical Center, Omaha, NE, 68106, USA","institution_ids":["https://openalex.org/I1307117695","https://openalex.org/I59130452"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5121805129","display_name":"Jieqiong Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I59130452","display_name":"University of Nebraska Medical Center","ror":"https://ror.org/00thqtb16","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I59130452"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jieqiong Wang","raw_affiliation_strings":["Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Neurological Sciences, University of Nebraska Medical Center, Omaha, NE, 68198, USA","institution_ids":["https://openalex.org/I59130452"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5121805129"],"corresponding_institution_ids":["https://openalex.org/I59130452"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0295127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"637","last_page":"648"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.21799999475479126,"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"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.21799999475479126,"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/T10919","display_name":"Neurological disorders and treatments","score":0.2159000039100647,"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/T11456","display_name":"Neuroscience of respiration and sleep","score":0.065700002014637,"subfield":{"id":"https://openalex.org/subfields/2807","display_name":"Endocrine and Autonomic Systems"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/stria-terminalis","display_name":"Stria terminalis","score":0.9797999858856201},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.8400999903678894},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5052000284194946},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4401000142097473},{"id":"https://openalex.org/keywords/nucleus","display_name":"Nucleus","score":0.4235000014305115},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3919999897480011},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.3788999915122986},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.37860000133514404}],"concepts":[{"id":"https://openalex.org/C2778652331","wikidata":"https://www.wikidata.org/wiki/Q3122152","display_name":"Stria terminalis","level":3,"score":0.9797999858856201},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8400999903678894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7617999911308289},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6775000095367432},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5052000284194946},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4401000142097473},{"id":"https://openalex.org/C2780723820","wikidata":"https://www.wikidata.org/wiki/Q1934178","display_name":"Nucleus","level":2,"score":0.4235000014305115},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3919999897480011},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.3788999915122986},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.37860000133514404},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3781999945640564},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3716999888420105},{"id":"https://openalex.org/C153008295","wikidata":"https://www.wikidata.org/wiki/Q6535093","display_name":"Level set (data structures)","level":2,"score":0.36579999327659607},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3452000021934509},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3240000009536743},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3222000002861023},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.31949999928474426},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C163892561","wikidata":"https://www.wikidata.org/wiki/Q2613728","display_name":"S\u00f8rensen\u2013Dice coefficient","level":4,"score":0.3140000104904175},{"id":"https://openalex.org/C2984842247","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep neural networks","level":3,"score":0.273499995470047},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2694000005722046},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2590999901294708},{"id":"https://openalex.org/C22029948","wikidata":"https://www.wikidata.org/wiki/Q45089","display_name":"Dice","level":2,"score":0.25850000977516174},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.2540999948978424}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-09513-8_61","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-09513-8_61","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8428959250450134}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1494369493","https://openalex.org/W1901129140","https://openalex.org/W2033137859","https://openalex.org/W2046572522","https://openalex.org/W2071881327","https://openalex.org/W2082526668","https://openalex.org/W2102099319","https://openalex.org/W2148726987","https://openalex.org/W2279922805","https://openalex.org/W2400483370","https://openalex.org/W2552602483","https://openalex.org/W2605766009","https://openalex.org/W2787091153","https://openalex.org/W2911840775","https://openalex.org/W2932101414","https://openalex.org/W2962914239","https://openalex.org/W2977883299","https://openalex.org/W3014974815","https://openalex.org/W3142164167","https://openalex.org/W4200275616","https://openalex.org/W4223970422","https://openalex.org/W4293084457","https://openalex.org/W4327900293","https://openalex.org/W4387439176","https://openalex.org/W4391109864","https://openalex.org/W4401725766","https://openalex.org/W4403361375"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2026-01-02T00:00:00"}
