{"id":"https://openalex.org/W2566509103","doi":"https://doi.org/10.1109/icfsp.2016.7802958","title":"Automatic clustering for MRI images, application on perfusion MRI of brain","display_name":"Automatic clustering for MRI images, application on perfusion MRI of brain","publication_year":2016,"publication_date":"2016-10-01","ids":{"openalex":"https://openalex.org/W2566509103","doi":"https://doi.org/10.1109/icfsp.2016.7802958","mag":"2566509103"},"language":"en","primary_location":{"id":"doi:10.1109/icfsp.2016.7802958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icfsp.2016.7802958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 2nd International Conference on Frontiers of Signal Processing (ICFSP)","raw_type":"proceedings-article"},"type":"preprint","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/A5061002209","display_name":"P. Chuzel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210148559","display_name":"\u00c9cole nationale sup\u00e9rieure de techniques avanc\u00e9es Bretagne","ror":"https://ror.org/059n54003","country_code":"FR","type":"education","lineage":["https://openalex.org/I201181511","https://openalex.org/I4210145102","https://openalex.org/I4210148559"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"P. Chuzel","raw_affiliation_strings":["ENSTA Bretagne, Lab STICC, Brest, France","P\u00f4le STIC_IDM (France)","Lab-STICC_ENSTAB_CACS_COM (France)"],"affiliations":[{"raw_affiliation_string":"ENSTA Bretagne, Lab STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210148559"]},{"raw_affiliation_string":"P\u00f4le STIC_IDM (France)","institution_ids":[]},{"raw_affiliation_string":"Lab-STICC_ENSTAB_CACS_COM (France)","institution_ids":["https://openalex.org/I161929037"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015623576","display_name":"Ali Mansour","orcid":"https://orcid.org/0000-0003-4144-8832"},"institutions":[{"id":"https://openalex.org/I4210123702","display_name":"Laboratoire des Sciences et Techniques de l\u2019Information de la Communication et de la Connaissance","ror":"https://ror.org/0266kfd37","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I180375564","https://openalex.org/I201181511","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I4210123702","https://openalex.org/I4210127572","https://openalex.org/I4210145102","https://openalex.org/I4210148559","https://openalex.org/I4210159245","https://openalex.org/I4405260085"]},{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210148559","display_name":"\u00c9cole nationale sup\u00e9rieure de techniques avanc\u00e9es Bretagne","ror":"https://ror.org/059n54003","country_code":"FR","type":"education","lineage":["https://openalex.org/I201181511","https://openalex.org/I4210145102","https://openalex.org/I4210148559"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"A. Mansour","raw_affiliation_strings":["ENSTA Bretagne, Lab STICC, Brest, France","Lab-STICC_ENSTAB_CACS_COM (France)","P\u00f4le STIC_IDM (France)"],"affiliations":[{"raw_affiliation_string":"ENSTA Bretagne, Lab STICC, Brest, France","institution_ids":["https://openalex.org/I161929037","https://openalex.org/I4210123702","https://openalex.org/I4210148559"]},{"raw_affiliation_string":"Lab-STICC_ENSTAB_CACS_COM (France)","institution_ids":["https://openalex.org/I161929037"]},{"raw_affiliation_string":"P\u00f4le STIC_IDM (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005301407","display_name":"Julien Ognard","orcid":"https://orcid.org/0000-0003-4495-7464"},"institutions":[{"id":"https://openalex.org/I2802487185","display_name":"Universit\u00e9 du littoral c\u00f4te d'opale","ror":"https://ror.org/02gdcg342","country_code":"FR","type":"education","lineage":["https://openalex.org/I2802487185"]},{"id":"https://openalex.org/I4210161065","display_name":"Laboratoire de Traitement de l'Information M\u00e9dicale","ror":"https://ror.org/05mqemx33","country_code":"FR","type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Ognard","raw_affiliation_strings":["Universit\u00e9 du Littoral-C\u00f4te-d'Opale, Calais, France","LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 du Littoral-C\u00f4te-d'Opale, Calais, France","institution_ids":["https://openalex.org/I2802487185"]},{"raw_affiliation_string":"LaTIM - Laboratoire de Traitement de l'Information Medicale (CHRU Morvan, B\u00e2timent 1, 1er \u00e9tage, bureau 1056, 2 avenue Foch, 29609 Brest, France - France)","institution_ids":["https://openalex.org/I4210161065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004303005","display_name":"Jean\u2010Christophe Gentric","orcid":"https://orcid.org/0000-0002-1655-1371"},"institutions":[{"id":"https://openalex.org/I4210165259","display_name":"H\u00f4pital Maison Blanche","ror":"https://ror.org/054bptx32","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210165259"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"J. Gentric","raw_affiliation_strings":["Lab GETBO, Brest University Hospital, Brest, France","DR - Brest - D\u00e9partement de radiologie [Brest] (Bd Tanguy Prigent, H\u00f4pital de la Cavale Blanche, 29609 Brest Cedex - France)"],"affiliations":[{"raw_affiliation_string":"Lab GETBO, Brest University Hospital, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"DR - Brest - D\u00e9partement de radiologie [Brest] (Bd Tanguy Prigent, H\u00f4pital de la Cavale Blanche, 29609 Brest Cedex - France)","institution_ids":["https://openalex.org/I4210165259"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089990907","display_name":"Luc Bressollette","orcid":"https://orcid.org/0000-0002-8354-469X"},"institutions":[{"id":"https://openalex.org/I161929037","display_name":"Universit\u00e9 de Bretagne Occidentale","ror":"https://ror.org/01b8h3982","country_code":"FR","type":"education","lineage":["https://openalex.org/I161929037"]},{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"L. Bressollette","raw_affiliation_strings":["Lab GETBO, Brest University Hospital, Brest, France","GETBO - Groupe d'Etude de la Thrombose de Bretagne Occidentale (CHU de la Cavale Blanche D\u00e9partement de m\u00e9decine interne et pneumologie 29609 BREST - France)","DMIP - Brest - D\u00e9partement de M\u00e9decine Interne et Pneumologie [Brest] (France)"],"affiliations":[{"raw_affiliation_string":"Lab GETBO, Brest University Hospital, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"GETBO - Groupe d'Etude de la Thrombose de Bretagne Occidentale (CHU de la Cavale Blanche D\u00e9partement de m\u00e9decine interne et pneumologie 29609 BREST - France)","institution_ids":["https://openalex.org/I161929037"]},{"raw_affiliation_string":"DMIP - Brest - D\u00e9partement de M\u00e9decine Interne et Pneumologie [Brest] (France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084523165","display_name":"Denis Hamad","orcid":"https://orcid.org/0000-0001-6000-8707"},"institutions":[{"id":"https://openalex.org/I4210132604","display_name":"Centre Hospitalier R\u00e9gional Universitaire de Brest","ror":"https://ror.org/03evbwn87","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I154526488","https://openalex.org/I4210105774","https://openalex.org/I4210132604","https://openalex.org/I4210161065"]},{"id":"https://openalex.org/I4387154658","display_name":"Laboratoire d\u2019Informatique Signal et Image de la C\u00f4te d\u2019Opale","ror":"https://ror.org/00tm1qp20","country_code":null,"type":"facility","lineage":["https://openalex.org/I2802487185","https://openalex.org/I4387154658"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"D. Hamad","raw_affiliation_strings":["Lab GETBO, Brest University Hospital, Brest, France","LISIC - Laboratoire d'Informatique Signal et Image de la C\u00f4te d'Opale (Maison de la Recherche Blaise Pascal 50, rue Ferdinand Buisson BP 719 62228 Calais Cedex - France)"],"affiliations":[{"raw_affiliation_string":"Lab GETBO, Brest University Hospital, Brest, France","institution_ids":["https://openalex.org/I4210132604"]},{"raw_affiliation_string":"LISIC - Laboratoire d'Informatique Signal et Image de la C\u00f4te d'Opale (Maison de la Recherche Blaise Pascal 50, rue Ferdinand Buisson BP 719 62228 Calais Cedex - France)","institution_ids":["https://openalex.org/I4387154658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078478531","display_name":"Nacim Betrouni","orcid":"https://orcid.org/0000-0003-1086-5502"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]},{"id":"https://openalex.org/I4387152273","display_name":"OncoThAI","ror":"https://ror.org/04q29nn62","country_code":null,"type":"facility","lineage":["https://openalex.org/I154526488","https://openalex.org/I2279609970","https://openalex.org/I3018718406","https://openalex.org/I4387152273"]},{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"N. Betrouni","raw_affiliation_strings":["INSERM Unit\u00e9 1189, INSERM Lille, Lille, France","OncoThAI - Th\u00e9rapies Assist\u00e9es par Lasers et Immunoth\u00e9rapies pour l'Oncologie - U 1189 (OncoThAI - Facult\u00e9 de M\u00e9decine - 1 avenue Oscar Lambret\r\n- 59037 Lille Cedex. - France)"],"affiliations":[{"raw_affiliation_string":"INSERM Unit\u00e9 1189, INSERM Lille, Lille, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I2279609970"]},{"raw_affiliation_string":"OncoThAI - Th\u00e9rapies Assist\u00e9es par Lasers et Immunoth\u00e9rapies pour l'Oncologie - U 1189 (OncoThAI - Facult\u00e9 de M\u00e9decine - 1 avenue Oscar Lambret\r\n- 59037 Lille Cedex. - France)","institution_ids":["https://openalex.org/I4387152273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5061002209"],"corresponding_institution_ids":["https://openalex.org/I4210123702","https://openalex.org/I161929037","https://openalex.org/I4210148559"],"apc_list":null,"apc_paid":null,"fwci":0.37174876,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72995679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9988999962806702,"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":0.9988999962806702,"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":0.9984999895095825,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9926999807357788,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7628004550933838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7123943567276001},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5576293468475342},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4917019009590149},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4681416153907776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46342647075653076},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44268354773521423},{"id":"https://openalex.org/keywords/spectral-clustering","display_name":"Spectral clustering","score":0.43155354261398315},{"id":"https://openalex.org/keywords/fully-automatic","display_name":"Fully automatic","score":0.4120696187019348},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.1812988519668579},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16093596816062927},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09954804182052612}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7628004550933838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7123943567276001},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5576293468475342},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4917019009590149},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4681416153907776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46342647075653076},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44268354773521423},{"id":"https://openalex.org/C105611402","wikidata":"https://www.wikidata.org/wiki/Q2976589","display_name":"Spectral clustering","level":3,"score":0.43155354261398315},{"id":"https://openalex.org/C3019831412","wikidata":"https://www.wikidata.org/wiki/Q5778278","display_name":"Fully automatic","level":2,"score":0.4120696187019348},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.1812988519668579},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16093596816062927},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09954804182052612},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icfsp.2016.7802958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icfsp.2016.7802958","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 2nd International Conference on Frontiers of Signal Processing (ICFSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01405564v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01405564","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.icfsp.org/","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:hal-01551438v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01551438","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"2nd International Conference on Frontiers of Signal Processing - ICFSP 2016, Oct 2016, Warsaw, Poland. pp.63-66, &#x27E8;10.1109/ICFSP.2016.7802958&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W38891395","https://openalex.org/W118029730","https://openalex.org/W1573604224","https://openalex.org/W1974915238","https://openalex.org/W1984110133","https://openalex.org/W1984316123","https://openalex.org/W1999544404","https://openalex.org/W2023766772","https://openalex.org/W2062576759","https://openalex.org/W2094234381","https://openalex.org/W2094848633","https://openalex.org/W2121947440","https://openalex.org/W2130234143","https://openalex.org/W2132914434","https://openalex.org/W2137199674","https://openalex.org/W2141619730","https://openalex.org/W2152322845","https://openalex.org/W2157305458","https://openalex.org/W2165874743","https://openalex.org/W2961866276","https://openalex.org/W2963689635","https://openalex.org/W4251957920","https://openalex.org/W6684578312"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W3021493803","https://openalex.org/W1926736923","https://openalex.org/W2257755506","https://openalex.org/W2158836806","https://openalex.org/W1482912984"],"abstract_inverted_index":{"International":[0],"audience":[1]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
