{"id":"https://openalex.org/W4238688872","doi":"https://doi.org/10.1007/s10115-006-0043-5","title":"SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information","display_name":"SVM feature selection for classification of SPECT images of Alzheimer's disease using spatial information","publication_year":2006,"publication_date":"2006-09-21","ids":{"openalex":"https://openalex.org/W4238688872","doi":"https://doi.org/10.1007/s10115-006-0043-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10115-006-0043-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-006-0043-5","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},"type":"article","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/A5111408590","display_name":"Glenn Fung","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Glenn Fung","raw_affiliation_strings":["Siemens Medical Solutions USA, Computer Aided Diagnosis, Malvern, PA, 19355, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Medical Solutions USA, Computer Aided Diagnosis, Malvern, PA, 19355, USA","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079367653","display_name":"Jonathan Stoeckel","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jonathan Stoeckel","raw_affiliation_strings":["Siemens Medical Solutions USA, Computer Aided Diagnosis, Malvern, PA, 19355, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Siemens Medical Solutions USA, Computer Aided Diagnosis, Malvern, PA, 19355, USA","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5111408590"],"corresponding_institution_ids":[],"apc_list":{"value":2290,"currency":"EUR","value_usd":2890},"apc_paid":null,"fwci":8.2485,"has_fulltext":false,"cited_by_count":152,"citation_normalized_percentile":{"value":0.97345133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"11","issue":"2","first_page":"243","last_page":"258"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9871000051498413,"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/T14144","display_name":"Neurological Disease Mechanisms and Treatments","score":0.9871000051498413,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9814000129699707,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.975600004196167,"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/support-vector-machine","display_name":"Support vector machine","score":0.7365627288818359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7322720289230347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6980915069580078},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.646507740020752},{"id":"https://openalex.org/keywords/voxel","display_name":"Voxel","score":0.5689346194267273},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5410853624343872},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5232090950012207},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.5210899114608765},{"id":"https://openalex.org/keywords/dementia","display_name":"Dementia","score":0.5183742642402649},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5162341594696045},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.4294719099998474},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.41041308641433716},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.35204991698265076},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.25620341300964355},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17660152912139893}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7365627288818359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7322720289230347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6980915069580078},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.646507740020752},{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.5689346194267273},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5410853624343872},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5232090950012207},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.5210899114608765},{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.5183742642402649},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5162341594696045},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.4294719099998474},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41041308641433716},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.35204991698265076},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.25620341300964355},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17660152912139893}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10115-006-0043-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10115-006-0043-5","pdf_url":null,"source":{"id":"https://openalex.org/S81770430","display_name":"Knowledge and Information Systems","issn_l":"0219-1377","issn":["0219-1377","0219-3116"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Knowledge and Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.62.6245","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.62.6245","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.wisc.edu/~gfung/contiguous.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7300000190734863,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1556820036","https://openalex.org/W1575374100","https://openalex.org/W1847168837","https://openalex.org/W1870947790","https://openalex.org/W1963623641","https://openalex.org/W1975458817","https://openalex.org/W1981115828","https://openalex.org/W1985612893","https://openalex.org/W2014601751","https://openalex.org/W2015001118","https://openalex.org/W2028989537","https://openalex.org/W2035159584","https://openalex.org/W2036035235","https://openalex.org/W2036625580","https://openalex.org/W2037746578","https://openalex.org/W2073429525","https://openalex.org/W2077267859","https://openalex.org/W2085269410","https://openalex.org/W2107714900","https://openalex.org/W2110652811","https://openalex.org/W2124867844","https://openalex.org/W2133584444","https://openalex.org/W2138943050","https://openalex.org/W2140139548","https://openalex.org/W2144631174","https://openalex.org/W2147868149","https://openalex.org/W2156220037","https://openalex.org/W2156909104","https://openalex.org/W2162361716"],"related_works":["https://openalex.org/W4388745254","https://openalex.org/W2980082554","https://openalex.org/W1517228774","https://openalex.org/W2767419625","https://openalex.org/W2389704471","https://openalex.org/W2117019857","https://openalex.org/W2371425310","https://openalex.org/W2998259334","https://openalex.org/W2239966463","https://openalex.org/W2408521075"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":11},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":10},{"year":2012,"cited_by_count":10}],"updated_date":"2026-06-19T15:47:20.252518","created_date":"2025-10-10T00:00:00"}