{"id":"https://openalex.org/W3134032853","doi":"https://doi.org/10.1007/978-3-030-70650-0_2","title":"Exploring Graph-Based Neural Networks for Automatic Brain Tumor Segmentation","display_name":"Exploring Graph-Based Neural Networks for Automatic Brain Tumor Segmentation","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3134032853","doi":"https://doi.org/10.1007/978-3-030-70650-0_2","mag":"3134032853"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70650-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70650-0_2","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/A5062387274","display_name":"Camillo Saueressig","orcid":"https://orcid.org/0000-0001-6372-0695"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Camillo Saueressig","raw_affiliation_strings":["Center for Computational Molecular Biology, Brown University, Providence, USA","Department of Computer Science, Brown University, Providence, USA"],"raw_orcid":"https://orcid.org/0000-0001-6372-0695","affiliations":[{"raw_affiliation_string":"Center for Computational Molecular Biology, Brown University, Providence, USA","institution_ids":["https://openalex.org/I27804330"]},{"raw_affiliation_string":"Department of Computer Science, Brown University, Providence, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009360368","display_name":"Adam Berkley","orcid":null},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adam Berkley","raw_affiliation_strings":["Department of Computer Science, Brown University, Providence, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brown University, Providence, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036588159","display_name":"Elliot Kang","orcid":"https://orcid.org/0000-0002-0001-1186"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elliot Kang","raw_affiliation_strings":["Department of Computer Science, Brown University, Providence, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Brown University, Providence, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031008694","display_name":"Reshma Munbodh","orcid":"https://orcid.org/0000-0002-7982-7814"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Reshma Munbodh","raw_affiliation_strings":["Department of Radiation Oncology, Brown Alpert Medical School, Providence, USA"],"raw_orcid":"https://orcid.org/0000-0002-7982-7814","affiliations":[{"raw_affiliation_string":"Department of Radiation Oncology, Brown Alpert Medical School, Providence, USA","institution_ids":["https://openalex.org/I27804330"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070578596","display_name":"Ritambhara Singh","orcid":"https://orcid.org/0000-0002-7523-160X"},"institutions":[{"id":"https://openalex.org/I27804330","display_name":"Brown University","ror":"https://ror.org/05gq02987","country_code":"US","type":"education","lineage":["https://openalex.org/I27804330"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ritambhara Singh","raw_affiliation_strings":["Center for Computational Molecular Biology, Brown University, Providence, USA","Department of Computer Science, Brown University, Providence, USA"],"raw_orcid":"https://orcid.org/0000-0002-7523-160X","affiliations":[{"raw_affiliation_string":"Center for Computational Molecular Biology, Brown University, Providence, USA","institution_ids":["https://openalex.org/I27804330"]},{"raw_affiliation_string":"Department of Computer Science, Brown University, Providence, USA","institution_ids":["https://openalex.org/I27804330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5031008694","https://openalex.org/A5070578596"],"corresponding_institution_ids":["https://openalex.org/I27804330"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":2.9416,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.90231621,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"37"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T11273","display_name":"Advanced Graph Neural Networks","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9976000189781189,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7937418222427368},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.745466411113739},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6402633786201477},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6379169821739197},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6069093942642212},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.5978908538818359},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5121729373931885},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.49256569147109985},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.445418119430542},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.4451078772544861},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.42847371101379395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4236075282096863},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.0858151912689209}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7937418222427368},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.745466411113739},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6402633786201477},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6379169821739197},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6069093942642212},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.5978908538818359},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5121729373931885},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.49256569147109985},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.445418119430542},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.4451078772544861},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.42847371101379395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4236075282096863},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0858151912689209},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-70650-0_2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70650-0_2","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":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1884191083","https://openalex.org/W2028494674","https://openalex.org/W2116341502","https://openalex.org/W2118246710","https://openalex.org/W2148977460","https://openalex.org/W2158787690","https://openalex.org/W2468907370","https://openalex.org/W2605409611","https://openalex.org/W2618851150","https://openalex.org/W2624431344","https://openalex.org/W2626778328","https://openalex.org/W2751069891","https://openalex.org/W2793705791","https://openalex.org/W2891612330","https://openalex.org/W2900298334","https://openalex.org/W2911631536","https://openalex.org/W2912063259","https://openalex.org/W2913193111","https://openalex.org/W2913240367","https://openalex.org/W2914374437","https://openalex.org/W2962858109","https://openalex.org/W2963046541","https://openalex.org/W2963276418","https://openalex.org/W2971240288","https://openalex.org/W2972255961","https://openalex.org/W2972317931","https://openalex.org/W2979556878","https://openalex.org/W4211132876","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W2592395359","https://openalex.org/W3133861977","https://openalex.org/W2045342254","https://openalex.org/W2535231171","https://openalex.org/W2142182663","https://openalex.org/W1501331687","https://openalex.org/W3167935049"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-08-04T08:18:43.703281","created_date":"2025-10-10T00:00:00"}