{"id":"https://openalex.org/W2296046384","doi":"https://doi.org/10.1109/icip.2015.7351321","title":"Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging","display_name":"Features-based approach for Alzheimer's disease diagnosis using visual pattern of water diffusion in tensor diffusion imaging","publication_year":2015,"publication_date":"2015-09-01","ids":{"openalex":"https://openalex.org/W2296046384","doi":"https://doi.org/10.1109/icip.2015.7351321","mag":"2296046384"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2015.7351321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","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/A5112054280","display_name":"Olfa Ben Ahmed","orcid":"https://orcid.org/0000-0002-6942-2493"},"institutions":[{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Olfa Ben Ahmed","raw_affiliation_strings":["Laboratoire Bordelais de Recherche en Informatique, University of Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Bordelais de Recherche en Informatique, University of Bordeaux, France","institution_ids":["https://openalex.org/I4210142254","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089758511","display_name":"Jenny Benois\u2010Pineau","orcid":"https://orcid.org/0000-0003-0659-8894"},"institutions":[{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]},{"id":"https://openalex.org/I4210142254","display_name":"Laboratoire Bordelais de Recherche en Informatique","ror":"https://ror.org/03adqg323","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210142254","https://openalex.org/I4210159245","https://openalex.org/I4210160189"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jenny Benois-Pineau","raw_affiliation_strings":["Laboratoire Bordelais de Recherche en Informatique, University of Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire Bordelais de Recherche en Informatique, University of Bordeaux, France","institution_ids":["https://openalex.org/I4210142254","https://openalex.org/I15057530"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036168795","display_name":"Chokri Ben Amar","orcid":"https://orcid.org/0000-0002-0129-7577"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Chokri Ben Amar","raw_affiliation_strings":["Research Groups on intelligent machines (ReGIM), University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Research Groups on intelligent machines (ReGIM), University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074728369","display_name":"Michele Aliara","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michele Aliara","raw_affiliation_strings":["Communaute d'Universites et Etablissements d'Aquitaine, Bordeaux, Aquitaine, FR"],"affiliations":[{"raw_affiliation_string":"Communaute d'Universites et Etablissements d'Aquitaine, Bordeaux, Aquitaine, FR","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104753696","display_name":"Gw\u00e9na\u00eblle Catheline","orcid":"https://orcid.org/0000-0003-1949-8913"},"institutions":[{"id":"https://openalex.org/I4210102244","display_name":"Institut de Neurosciences Cognitives et Int\u00e9gratives d\u2019Aquitaine","ror":"https://ror.org/01a6zh966","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I15057530","https://openalex.org/I4210096427","https://openalex.org/I4210102244"]},{"id":"https://openalex.org/I15057530","display_name":"Universit\u00e9 de Bordeaux","ror":"https://ror.org/057qpr032","country_code":"FR","type":"education","lineage":["https://openalex.org/I15057530"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gwenaelle Catheline","raw_affiliation_strings":["The Aquitaine Institute for Cognitive and Integrative Neuroscience, University of Bordeaux, France"],"affiliations":[{"raw_affiliation_string":"The Aquitaine Institute for Cognitive and Integrative Neuroscience, University of Bordeaux, France","institution_ids":["https://openalex.org/I4210102244","https://openalex.org/I15057530"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112054280"],"corresponding_institution_ids":["https://openalex.org/I4210142254","https://openalex.org/I15057530"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.16682413,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2840","last_page":"2844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T11304","display_name":"Advanced Neuroimaging Techniques and Applications","score":1.0,"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/T12303","display_name":"Tensor decomposition and applications","score":0.9760000109672546,"subfield":{"id":"https://openalex.org/subfields/2605","display_name":"Computational Mathematics"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9656000137329102,"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/diffusion-mri","display_name":"Diffusion MRI","score":0.8024559020996094},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5950382947921753},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"Neuroimaging","score":0.5751413106918335},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5591884851455688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5039705634117126},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4760962724685669},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4270263612270355},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.4131145477294922},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.3259350657463074},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19925671815872192},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1931542158126831},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.15916070342063904},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10395827889442444},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.10055270791053772}],"concepts":[{"id":"https://openalex.org/C149550507","wikidata":"https://www.wikidata.org/wiki/Q899360","display_name":"Diffusion MRI","level":3,"score":0.8024559020996094},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5950382947921753},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.5751413106918335},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5591884851455688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5039705634117126},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4760962724685669},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4270263612270355},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4131145477294922},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.3259350657463074},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19925671815872192},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1931542158126831},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.15916070342063904},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10395827889442444},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.10055270791053772},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2015.7351321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2015.7351321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-01147675v1","is_oa":false,"landing_page_url":"https://hal.science/hal-01147675","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":"ICIP","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1517425060","https://openalex.org/W1560724230","https://openalex.org/W1581791370","https://openalex.org/W1625255723","https://openalex.org/W2022585279","https://openalex.org/W2050229052","https://openalex.org/W2060416311","https://openalex.org/W2067808181","https://openalex.org/W2091392709","https://openalex.org/W2098017711","https://openalex.org/W2105474070","https://openalex.org/W2119848633","https://openalex.org/W2120132910","https://openalex.org/W2146089088","https://openalex.org/W2153171432","https://openalex.org/W2157946140","https://openalex.org/W2222848704","https://openalex.org/W2608116563","https://openalex.org/W3195149063","https://openalex.org/W4378877391","https://openalex.org/W6667787276","https://openalex.org/W6674591062","https://openalex.org/W6678038360","https://openalex.org/W6736911996"],"related_works":["https://openalex.org/W2327340211","https://openalex.org/W2027542625","https://openalex.org/W4292199793","https://openalex.org/W2282195379","https://openalex.org/W2295388821","https://openalex.org/W2102312026","https://openalex.org/W2885663991","https://openalex.org/W2071433170","https://openalex.org/W2089784006","https://openalex.org/W1016623679"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"propose":[4],"a":[5,63,82],"feature-based":[6],"classification":[7],"framework":[8],"for":[9],"Alzheimer's":[10,69],"disease":[11],"(AD)":[12],"recognition":[13],"using":[14],"Tensor":[15],"Diffusion":[16],"Imaging":[17],"(DTI).":[18],"The":[19,57],"main":[20],"contribution":[21],"consists":[22],"in":[23,32,37],"considering":[24],"the":[25,33,43,49,68,78,96,103],"visual":[26],"pattern":[27],"of":[28,65,81],"water":[29],"molecules":[30],"diffusion":[31],"most":[34],"involved":[35],"region":[36],"AD":[38,55,110],"(hippocampal":[39],"area).":[40],"We":[41],"use":[42],"Circular":[44],"Harmonic":[45],"Functions":[46],"(CHFs)":[47],"and":[48,75,106],"Bag-of-Visual-Words":[50],"approach":[51],"to":[52,101],"build":[53],"an":[54],"related-signature.":[56],"experiments":[58],"were":[59],"accomplished":[60],"first":[61],"with":[62,77],"subset":[64],"participants":[66],"from":[67],"Disease":[70],"Neuroimaging":[71],"Initiative":[72],"(ADNI)":[73],"dataset":[74],"then":[76,107],"DTI":[79],"scans":[80],"French":[83],"epidemiological":[84],"study:":[85],"\u201dBordeaux-3City\u201d.":[86],"Experimental":[87],"results":[88],"demonstrate":[89],"that":[90],"our":[91],"features-based":[92],"method":[93],"applied":[94],"on":[95],"MD":[97],"maps":[98],"is":[99],"able":[100],"capture":[102],"AD-related":[104],"atrophy":[105],"classify":[108],"between":[109],"subjects.":[111]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
