{"id":"https://openalex.org/W1843179996","doi":"https://doi.org/10.1007/978-3-540-79982-5_14","title":"Identification of Atrophy Patterns in Alzheimer\u2019s Disease Based on SVM Feature Selection and Anatomical Parcellation","display_name":"Identification of Atrophy Patterns in Alzheimer\u2019s Disease Based on SVM Feature Selection and Anatomical Parcellation","publication_year":2008,"publication_date":"2008-07-14","ids":{"openalex":"https://openalex.org/W1843179996","doi":"https://doi.org/10.1007/978-3-540-79982-5_14","mag":"1843179996"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-79982-5_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-79982-5_14","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/A5028891137","display_name":"Lilia Mesrob","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Lilia Mesrob","raw_affiliation_strings":["IFR-49, SHFJ, Orsay, France","INSERM U610, Paris, France","LIP6, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFR-49, SHFJ, Orsay, France","institution_ids":[]},{"raw_affiliation_string":"INSERM U610, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085499805","display_name":"Beno\u00eet Magnin","orcid":"https://orcid.org/0000-0002-4246-5688"},"institutions":[{"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":"Benoit Magnin","raw_affiliation_strings":["IFR-49, SHFJ, Orsay, France","INSERM U610, Paris, France","INSERM U678, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFR-49, SHFJ, Orsay, France","institution_ids":[]},{"raw_affiliation_string":"INSERM U610, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"INSERM U678, Paris, France","institution_ids":["https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005778444","display_name":"Olivier Colliot","orcid":"https://orcid.org/0000-0002-9836-654X"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"government","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210152724","display_name":"Institut du Cerveau","ror":"https://ror.org/050gn5214","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I154526488","https://openalex.org/I39804081","https://openalex.org/I4210096427","https://openalex.org/I4210152724"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Colliot","raw_affiliation_strings":["CNRS UPR640-LENA, Paris, France","IFR-49, SHFJ, Orsay, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"CNRS UPR640-LENA, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210152724"]},{"raw_affiliation_string":"IFR-49, SHFJ, Orsay, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032426975","display_name":"Marie Sarazin","orcid":"https://orcid.org/0000-0002-5438-8392"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Marie Sarazin","raw_affiliation_strings":["INSERM U610, Paris, France","Research and Resource Memory Centre, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INSERM U610, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Research and Resource Memory Centre, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I4210121705","https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074313873","display_name":"Val\u00e9rie Hahn\u2010Barma","orcid":null},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Val\u00e9rie Hahn-Barma","raw_affiliation_strings":["Research and Resource Memory Centre, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research and Resource Memory Centre, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I4210121705","https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108138196","display_name":"Bruno Dubois","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Bruno Dubois","raw_affiliation_strings":["IFR-70, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","INSERM U610, Paris, France","Research and Resource Memory Centre, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","UPMC Univ Paris 06, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFR-70, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I4210121705","https://openalex.org/I39804081"]},{"raw_affiliation_string":"INSERM U610, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"Research and Resource Memory Centre, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I4210121705","https://openalex.org/I39804081"]},{"raw_affiliation_string":"UPMC Univ Paris 06, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103252936","display_name":"Patrick Gallinari","orcid":"https://orcid.org/0000-0002-5679-0617"},"institutions":[{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210159731","display_name":"LIP6","ror":"https://ror.org/05krcen59","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I39804081","https://openalex.org/I4210159245","https://openalex.org/I4210159731"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Patrick Gallinari","raw_affiliation_strings":["LIP6, Paris, France","UPMC Univ Paris 06, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"LIP6, Paris, France","institution_ids":["https://openalex.org/I4210159731"]},{"raw_affiliation_string":"UPMC Univ Paris 06, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110026700","display_name":"St\u00e9phane Leh\u00e9ricy","orcid":null},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]},{"id":"https://openalex.org/I4210114616","display_name":"Fondation de l'Avenir","ror":"https://ror.org/02dddmh90","country_code":"FR","type":"other","lineage":["https://openalex.org/I4210114616"]},{"id":"https://openalex.org/I4210121705","display_name":"Piti\u00e9-Salp\u00eatri\u00e8re Hospital","ror":"https://ror.org/02mh9a093","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159","https://openalex.org/I4210121705"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"St\u00e9phane Leh\u00e9ricy","raw_affiliation_strings":["Center for NeuroImaging Research \u2013 CENIR, Paris, France","Department of Neuroradiology, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","IFR-49, SHFJ, Orsay, France","INSERM U610, Paris, France","UPMC Univ Paris 06, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for NeuroImaging Research \u2013 CENIR, Paris, France","institution_ids":["https://openalex.org/I4210114616"]},{"raw_affiliation_string":"Department of Neuroradiology, Groupe Hospitalier Piti\u00e9-Salp\u00eatri\u00e8re, Paris, France","institution_ids":["https://openalex.org/I4210121705","https://openalex.org/I39804081"]},{"raw_affiliation_string":"IFR-49, SHFJ, Orsay, France","institution_ids":[]},{"raw_affiliation_string":"INSERM U610, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"UPMC Univ Paris 06, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078299426","display_name":"Serge Kinkingn\u00e9hun","orcid":null},"institutions":[{"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":"Serge Kinkingn\u00e9hun","raw_affiliation_strings":["IFR-49, SHFJ, Orsay, France","INSERM U610, Paris, France","e(ye)BRAIN, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFR-49, SHFJ, Orsay, France","institution_ids":[]},{"raw_affiliation_string":"INSERM U610, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"e(ye)BRAIN, Paris, France","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5090830124","display_name":"Habib Benali","orcid":"https://orcid.org/0000-0001-7158-1218"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I39804081","display_name":"Sorbonne Universit\u00e9","ror":"https://ror.org/02en5vm52","country_code":"FR","type":"education","lineage":["https://openalex.org/I39804081"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Habib Benali","raw_affiliation_strings":["IFR-49, SHFJ, Orsay, France","INSERM U678, Paris, France","UPMC Univ Paris 06, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IFR-49, SHFJ, Orsay, France","institution_ids":[]},{"raw_affiliation_string":"INSERM U678, Paris, France","institution_ids":["https://openalex.org/I154526488"]},{"raw_affiliation_string":"UPMC Univ Paris 06, Paris, France","institution_ids":["https://openalex.org/I39804081"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"124","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2738","display_name":"Psychiatry and Mental health"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.991599977016449,"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/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.988099992275238,"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/support-vector-machine","display_name":"Support vector machine","score":0.7831394672393799},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7446762919425964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7419231534004211},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6455584168434143},{"id":"https://openalex.org/keywords/cohort","display_name":"Cohort","score":0.6375223994255066},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6249755024909973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5826153755187988},{"id":"https://openalex.org/keywords/atrophy","display_name":"Atrophy","score":0.5557886362075806},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4895256459712982},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4763760268688202},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2883574962615967},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.24970677495002747},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.14285290241241455}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7831394672393799},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7446762919425964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7419231534004211},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6455584168434143},{"id":"https://openalex.org/C72563966","wikidata":"https://www.wikidata.org/wiki/Q1303415","display_name":"Cohort","level":2,"score":0.6375223994255066},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6249755024909973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5826153755187988},{"id":"https://openalex.org/C2781172350","wikidata":"https://www.wikidata.org/wiki/Q194520","display_name":"Atrophy","level":2,"score":0.5557886362075806},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4895256459712982},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4763760268688202},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2883574962615967},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.24970677495002747},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.14285290241241455}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-540-79982-5_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-79982-5_14","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":[{"id":"https://metadata.un.org/sdg/10","score":0.7799999713897705,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1981367467","https://openalex.org/W1987011701","https://openalex.org/W1995945562","https://openalex.org/W2014886338","https://openalex.org/W2015629132","https://openalex.org/W2058046532","https://openalex.org/W2079484785","https://openalex.org/W2086978209","https://openalex.org/W2106931873","https://openalex.org/W2111940573","https://openalex.org/W2119821739","https://openalex.org/W2123927491","https://openalex.org/W2136579519","https://openalex.org/W2138960684","https://openalex.org/W2143426320","https://openalex.org/W2143826137","https://openalex.org/W2156220037","https://openalex.org/W2171831801"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W2521627374","https://openalex.org/W2510961579"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
