{"id":"https://openalex.org/W4403510199","doi":"https://doi.org/10.1007/978-3-031-74561-4_17","title":"Segmentation of\u00a0Brain Metastases in\u00a0MRI: A Two-Stage Deep Learning Approach with\u00a0Modality Impact Study","display_name":"Segmentation of\u00a0Brain Metastases in\u00a0MRI: A Two-Stage Deep Learning Approach with\u00a0Modality Impact Study","publication_year":2024,"publication_date":"2024-10-17","ids":{"openalex":"https://openalex.org/W4403510199","doi":"https://doi.org/10.1007/978-3-031-74561-4_17"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-74561-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74561-4_17","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":"conference-paper","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/A5049207550","display_name":"Yousef Sadegheih","orcid":"https://orcid.org/0009-0003-1766-5519"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Yousef Sadegheih","raw_affiliation_strings":["Faculty of Informatics and Data Science, University of Regensburg, 93053, Regensburg, Germany"],"raw_orcid":"https://orcid.org/0009-0003-1766-5519","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Data Science, University of Regensburg, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064747056","display_name":"Dorit Merhof","orcid":"https://orcid.org/0000-0002-1672-2185"},"institutions":[{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Dorit Merhof","raw_affiliation_strings":["Faculty of Informatics and Data Science, University of Regensburg, 93053, Regensburg, Germany","Fraunhofer Institute for Digital Medicine MEVIS, 28359, Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-1672-2185","affiliations":[{"raw_affiliation_string":"Faculty of Informatics and Data Science, University of Regensburg, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]},{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, 28359, Bremen, Germany","institution_ids":["https://openalex.org/I4210137873"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5064747056"],"corresponding_institution_ids":["https://openalex.org/I4210137873","https://openalex.org/I60668342"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"206"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"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/computer-science","display_name":"Computer science","score":0.8134346008300781},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7777024507522583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6511222124099731},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6185124516487122},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.5851726531982422},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5310785174369812},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.41000354290008545},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4007974863052368},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.058474451303482056}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8134346008300781},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7777024507522583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6511222124099731},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6185124516487122},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5851726531982422},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5310785174369812},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.41000354290008545},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4007974863052368},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.058474451303482056},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-74561-4_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-74561-4_17","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"},{"id":"pmh:oai:publica.fraunhofer.de:publica/512289","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/512289","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2026616100","https://openalex.org/W2295506082","https://openalex.org/W2464708700","https://openalex.org/W2948492299","https://openalex.org/W2962914239","https://openalex.org/W2963046541","https://openalex.org/W2963446712","https://openalex.org/W2963446989","https://openalex.org/W2970971581","https://openalex.org/W2998355502","https://openalex.org/W3014974815","https://openalex.org/W3100143300","https://openalex.org/W3112701542","https://openalex.org/W3163912885","https://openalex.org/W3184981399","https://openalex.org/W4210590243","https://openalex.org/W4212875960","https://openalex.org/W4221163766","https://openalex.org/W4292847141","https://openalex.org/W4313584274","https://openalex.org/W4379258928","https://openalex.org/W4384159609","https://openalex.org/W4386393210","https://openalex.org/W4387211595","https://openalex.org/W4391908257","https://openalex.org/W4392383209","https://openalex.org/W6600302053","https://openalex.org/W6600903635","https://openalex.org/W6912515347"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W4375867731","https://openalex.org/W2329386257","https://openalex.org/W2503350049","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W1522196789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}