{"id":"https://openalex.org/W2606242680","doi":"https://doi.org/10.1007/978-3-319-55524-9_18","title":"Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework","display_name":"Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2606242680","doi":"https://doi.org/10.1007/978-3-319-55524-9_18","mag":"2606242680","pmid":"https://pubmed.ncbi.nlm.nih.gov/28725878"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-55524-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-55524-9_18","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":"article","indexed_in":["crossref","pubmed"],"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/A5061545139","display_name":"Ke Zeng","orcid":"https://orcid.org/0000-0001-8956-4336"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ke Zeng","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043497448","display_name":"Spyridon Bakas","orcid":"https://orcid.org/0000-0001-8734-6482"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Spyridon Bakas","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002543602","display_name":"Aristeidis Sotiras","orcid":"https://orcid.org/0000-0003-0795-8820"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aristeidis Sotiras","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083616879","display_name":"Hamed Akbari","orcid":"https://orcid.org/0000-0001-9786-3707"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hamed Akbari","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068958391","display_name":"Martin Rozycki","orcid":null},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Martin Rozycki","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102723166","display_name":"Saima Rathore","orcid":"https://orcid.org/0000-0003-4752-2298"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Saima Rathore","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068309305","display_name":"Sarthak Pati","orcid":"https://orcid.org/0000-0003-2243-8487"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sarthak Pati","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034999945","display_name":"Christos Davatzikos","orcid":"https://orcid.org/0000-0002-1025-8561"},"institutions":[{"id":"https://openalex.org/I79576946","display_name":"University of Pennsylvania","ror":"https://ror.org/00b30xv10","country_code":"US","type":"education","lineage":["https://openalex.org/I79576946"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Christos Davatzikos","raw_affiliation_strings":["Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA"],"affiliations":[{"raw_affiliation_string":"Section of Biomedical Image Analysis, Perelman School of Medicine, Center for Biomedical Image Computing and Analytics, University of Pennsylvania, Philadelphia, USA","institution_ids":["https://openalex.org/I79576946"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5061545139"],"corresponding_institution_ids":["https://openalex.org/I79576946"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":8.4661,"has_fulltext":false,"cited_by_count":39,"citation_normalized_percentile":{"value":0.9720524,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10154","issue":null,"first_page":"184","last_page":"194"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9987000226974487,"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/discriminative-model","display_name":"Discriminative model","score":0.8754298686981201},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7806563377380371},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7551162242889404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.689613938331604},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6210798025131226},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.5925862193107605},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.5306060910224915},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5254403948783875},{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.5213721394538879},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.48580121994018555},{"id":"https://openalex.org/keywords/generative-model","display_name":"Generative model","score":0.4645770490169525},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22203966975212097},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1551414132118225}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8754298686981201},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7806563377380371},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551162242889404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.689613938331604},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6210798025131226},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.5925862193107605},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.5306060910224915},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5254403948783875},{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.5213721394538879},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.48580121994018555},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.4645770490169525},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22203966975212097},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1551414132118225},{"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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-55524-9_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-55524-9_18","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":"pmid:28725878","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/28725878","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":"Brainlesion : glioma, multiple sclerosis, stroke and traumatic brain injuries. BrainLes (Workshop)","raw_type":null},{"id":"pmh:oai:europepmc.org:4358119","is_oa":false,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/5512606","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":"Text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7799999713897705}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W33787415","https://openalex.org/W78979540","https://openalex.org/W170813422","https://openalex.org/W1524094261","https://openalex.org/W1641498739","https://openalex.org/W1678356000","https://openalex.org/W1763905908","https://openalex.org/W1833820394","https://openalex.org/W1884191083","https://openalex.org/W1977232575","https://openalex.org/W1999244633","https://openalex.org/W2000269560","https://openalex.org/W2029119154","https://openalex.org/W2036044314","https://openalex.org/W2037316890","https://openalex.org/W2044465660","https://openalex.org/W2046373154","https://openalex.org/W2062558938","https://openalex.org/W2070493638","https://openalex.org/W2099046646","https://openalex.org/W2106495731","https://openalex.org/W2109859915","https://openalex.org/W2114391357","https://openalex.org/W2124389137","https://openalex.org/W2132358780","https://openalex.org/W2135558784","https://openalex.org/W2143143237","https://openalex.org/W2154158661","https://openalex.org/W2166624561","https://openalex.org/W2171634952","https://openalex.org/W2301358467","https://openalex.org/W2310992461","https://openalex.org/W2401152726","https://openalex.org/W2412027445","https://openalex.org/W2440722966","https://openalex.org/W2471422924","https://openalex.org/W2595668780","https://openalex.org/W2606242680"],"related_works":["https://openalex.org/W2116862786","https://openalex.org/W2093104230","https://openalex.org/W2987280934","https://openalex.org/W4390874210","https://openalex.org/W4384918963","https://openalex.org/W4365211920","https://openalex.org/W2128027845","https://openalex.org/W3014948380","https://openalex.org/W4386184937","https://openalex.org/W4241564561"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":7},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}