{"id":"https://openalex.org/W2606227569","doi":"https://doi.org/10.1007/978-3-319-55524-9_19","title":"Interactive Semi-automated Method Using Non-negative Matrix Factorization and Level Set Segmentation for the BRATS Challenge","display_name":"Interactive Semi-automated Method Using Non-negative Matrix Factorization and Level Set Segmentation for the BRATS Challenge","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2606227569","doi":"https://doi.org/10.1007/978-3-319-55524-9_19","mag":"2606227569"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-55524-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-55524-9_19","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/A5068906628","display_name":"Dimah Dera","orcid":"https://orcid.org/0000-0002-7168-5858"},"institutions":[{"id":"https://openalex.org/I44265643","display_name":"Rowan University","ror":"https://ror.org/049v69k10","country_code":"US","type":"education","lineage":["https://openalex.org/I44265643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dimah Dera","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rowan University, Glassboro, New Jersey, USA","Department of Electrical and Computer Engineering, Rowan University, Glassboro, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rowan University, Glassboro, New Jersey, USA","institution_ids":["https://openalex.org/I44265643"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rowan University, Glassboro, USA","institution_ids":["https://openalex.org/I44265643"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007596005","display_name":"Fabio Raman","orcid":"https://orcid.org/0000-0003-2393-9937"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fabio Raman","raw_affiliation_strings":["Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, Alabama, USA","Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, Alabama, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041401460","display_name":"Nidhal Bouaynaya","orcid":"https://orcid.org/0000-0002-8833-8414"},"institutions":[{"id":"https://openalex.org/I44265643","display_name":"Rowan University","ror":"https://ror.org/049v69k10","country_code":"US","type":"education","lineage":["https://openalex.org/I44265643"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nidhal Bouaynaya","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Rowan University, Glassboro, New Jersey, USA","Department of Electrical and Computer Engineering, Rowan University, Glassboro, USA"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rowan University, Glassboro, New Jersey, USA","institution_ids":["https://openalex.org/I44265643"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Rowan University, Glassboro, USA","institution_ids":["https://openalex.org/I44265643"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091907435","display_name":"Hassan M. Fathallah\u2010Shaykh","orcid":"https://orcid.org/0000-0002-2690-7685"},"institutions":[{"id":"https://openalex.org/I32389192","display_name":"University of Alabama at Birmingham","ror":"https://ror.org/008s83205","country_code":"US","type":"education","lineage":["https://openalex.org/I32389192"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Hassan M. Fathallah-Shaykh","raw_affiliation_strings":["Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, Alabama, USA","Department of Electrical Engineering, University of Alabama at Birmingham, Birmingham, Alabama, USA","Department of Mathematics, University of Alabama at Birmingham, Birmingham, Alabama, USA","Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA","Department of Electrical Engineering, University of Alabama at Birmingham, Birmingham, USA","Department of Neurology, University of Alabama at Birmingham, Birmingham, USA","Department of Mathematics, University of Alabama at Birmingham, Birmingham, USA","Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, Alabama, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Alabama at Birmingham, Birmingham, Alabama, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Mathematics, University of Alabama at Birmingham, Birmingham, Alabama, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Neurology, University of Alabama at Birmingham, Birmingham, Alabama, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Electrical Engineering, University of Alabama at Birmingham, Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Neurology, University of Alabama at Birmingham, Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Mathematics, University of Alabama at Birmingham, Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]},{"raw_affiliation_string":"Department of Biomedical Engineering, University of Alabama at Birmingham, Birmingham, USA","institution_ids":["https://openalex.org/I32389192"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091907435"],"corresponding_institution_ids":["https://openalex.org/I32389192"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4443,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81928295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"195","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9995999932289124,"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":0.9991000294685364,"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/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":0.800325870513916},{"id":"https://openalex.org/keywords/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.7892442941665649},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7178918719291687},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.6835939884185791},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6817687749862671},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6205722093582153},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6018524765968323},{"id":"https://openalex.org/keywords/scale-space-segmentation","display_name":"Scale-space segmentation","score":0.5156227946281433},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4558620750904083},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4476180374622345},{"id":"https://openalex.org/keywords/segmentation-based-object-categorization","display_name":"Segmentation-based object categorization","score":0.4406340420246124}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.800325870513916},{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.7892442941665649},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7178918719291687},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.6835939884185791},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6817687749862671},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6205722093582153},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6018524765968323},{"id":"https://openalex.org/C65885262","wikidata":"https://www.wikidata.org/wiki/Q7429708","display_name":"Scale-space segmentation","level":4,"score":0.5156227946281433},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4558620750904083},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4476180374622345},{"id":"https://openalex.org/C25694479","wikidata":"https://www.wikidata.org/wiki/Q7446278","display_name":"Segmentation-based object categorization","level":5,"score":0.4406340420246124},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-55524-9_19","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-55524-9_19","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1902027874","https://openalex.org/W2120408219","https://openalex.org/W2148395215","https://openalex.org/W2162837059","https://openalex.org/W2208778932","https://openalex.org/W2461805532"],"related_works":["https://openalex.org/W3144569342","https://openalex.org/W2185902295","https://openalex.org/W2945274617","https://openalex.org/W2103507220","https://openalex.org/W2055202857","https://openalex.org/W2371519352","https://openalex.org/W4205800335","https://openalex.org/W2386644571","https://openalex.org/W2372421320","https://openalex.org/W2901890255"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}