{"id":"https://openalex.org/W2756087123","doi":"https://doi.org/10.1007/978-3-319-67675-3_21","title":"Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics Data","display_name":"Multilevel Modeling with Structured Penalties for Classification from Imaging Genetics Data","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2756087123","doi":"https://doi.org/10.1007/978-3-319-67675-3_21","mag":"2756087123"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67675-3_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67675-3_21","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1710.03627","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Pascal Lu","orcid":null},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"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":"Pascal Lu","raw_affiliation_strings":["INRIA Paris, ARAMIS Project-Team, 75013, Paris, France","Sorbonne Universit\u00e9s, UPMC Universit\u00e9 Paris 06, Inserm, CNRS, Institut du Cerveau et la Moelle (ICM), AP-HP - H\u00f4pital Piti\u00e9-Salp\u00eatri\u00e8re, Boulevard de l\u2019h\u00f4pital, 75013, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Paris, ARAMIS Project-Team, 75013, Paris, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9s, UPMC Universit\u00e9 Paris 06, Inserm, CNRS, Institut du Cerveau et la Moelle (ICM), AP-HP - H\u00f4pital Piti\u00e9-Salp\u00eatri\u00e8re, Boulevard de l\u2019h\u00f4pital, 75013, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Olivier Colliot","orcid":null},"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/I1326498283","display_name":"Institut national de recherche en sciences et technologies du num\u00e9rique","ror":"https://ror.org/02kvxyf05","country_code":"FR","type":"government","lineage":["https://openalex.org/I1326498283"]},{"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/I4210097159","display_name":"Assistance Publique \u2013 H\u00f4pitaux de Paris","ror":"https://ror.org/00pg5jh14","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210097159"]},{"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":["INRIA Paris, ARAMIS Project-Team, 75013, Paris, France","Sorbonne Universit\u00e9s, UPMC Universit\u00e9 Paris 06, Inserm, CNRS, Institut du Cerveau et la Moelle (ICM), AP-HP - H\u00f4pital Piti\u00e9-Salp\u00eatri\u00e8re, Boulevard de l\u2019h\u00f4pital, 75013, Paris, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INRIA Paris, ARAMIS Project-Team, 75013, Paris, France","institution_ids":["https://openalex.org/I1326498283"]},{"raw_affiliation_string":"Sorbonne Universit\u00e9s, UPMC Universit\u00e9 Paris 06, Inserm, CNRS, Institut du Cerveau et la Moelle (ICM), AP-HP - H\u00f4pital Piti\u00e9-Salp\u00eatri\u00e8re, Boulevard de l\u2019h\u00f4pital, 75013, Paris, France","institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I4210097159","https://openalex.org/I39804081","https://openalex.org/I4210152724","https://openalex.org/I154526488"]}]},{"author_position":"last","author":{"id":null,"display_name":"the\u00a0Alzheimer\u2019s\u00a0Disease Neuroimaging Initiative","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"the\u00a0Alzheimer\u2019s\u00a0Disease Neuroimaging Initiative","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"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":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"230","last_page":"240"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.21729999780654907,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.21729999780654907,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.12389999628067017,"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/T10136","display_name":"Statistical Methods and Inference","score":0.10939999669790268,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/imaging-genetics","display_name":"Imaging genetics","score":0.8353000283241272},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5817999839782715},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.5716000199317932},{"id":"https://openalex.org/keywords/lasso","display_name":"Lasso (programming language)","score":0.5327000021934509},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.4885999858379364},{"id":"https://openalex.org/keywords/genetic-data","display_name":"Genetic data","score":0.4672999978065491},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.41839998960494995},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.40799999237060547},{"id":"https://openalex.org/keywords/synthetic-data","display_name":"Synthetic data","score":0.3666999936103821}],"concepts":[{"id":"https://openalex.org/C18183760","wikidata":"https://www.wikidata.org/wiki/Q6002833","display_name":"Imaging genetics","level":3,"score":0.8353000283241272},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7670000195503235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6273000240325928},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5817999839782715},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.5716000199317932},{"id":"https://openalex.org/C37616216","wikidata":"https://www.wikidata.org/wiki/Q3218363","display_name":"Lasso (programming language)","level":2,"score":0.5327000021934509},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48980000615119934},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.4885999858379364},{"id":"https://openalex.org/C2993807623","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genetic data","level":3,"score":0.4672999978065491},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.41839998960494995},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.40799999237060547},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.3666999936103821},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.3628000020980835},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3352000117301941},{"id":"https://openalex.org/C138958017","wikidata":"https://www.wikidata.org/wiki/Q190087","display_name":"Data type","level":2,"score":0.3343999981880188},{"id":"https://openalex.org/C555299818","wikidata":"https://www.wikidata.org/wiki/Q15709513","display_name":"Statistical genetics","level":5,"score":0.3246000111103058},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.32179999351501465},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.31859999895095825},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.2743000090122223},{"id":"https://openalex.org/C203223496","wikidata":"https://www.wikidata.org/wiki/Q4681344","display_name":"Additive model","level":2,"score":0.2605000138282776},{"id":"https://openalex.org/C10494615","wikidata":"https://www.wikidata.org/wiki/Q17086765","display_name":"Proximal Gradient Methods","level":4,"score":0.2572000026702881},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.2567000091075897},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2524000108242035},{"id":"https://openalex.org/C2911163904","wikidata":"https://www.wikidata.org/wiki/Q1474590","display_name":"Functional Brain Imaging","level":3,"score":0.25119999051094055},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.2502000033855438}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-67675-3_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67675-3_21","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":"pmh:oai:arXiv.org:1710.03627","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1710.03627","pdf_url":"https://arxiv.org/pdf/1710.03627","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":{"id":"pmh:oai:arXiv.org:1710.03627","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1710.03627","pdf_url":"https://arxiv.org/pdf/1710.03627","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7681980252","display_name":"Institut de Neurosciences Translationnelles de Paris","funder_award_id":"ANR-10-IAHU-0006","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1523985187","https://openalex.org/W1525222323","https://openalex.org/W1970554427","https://openalex.org/W2056717962","https://openalex.org/W2060166505","https://openalex.org/W2075572237","https://openalex.org/W2106398669","https://openalex.org/W2117078302","https://openalex.org/W2138019504","https://openalex.org/W2165260680","https://openalex.org/W2430148132","https://openalex.org/W2526192484"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2017-09-25T00:00:00"}