{"id":"https://openalex.org/W2107528668","doi":"https://doi.org/10.1109/bibm.2010.5706620","title":"Exploitation of 3D Stereotactic Surface Projection for automated classification of Alzheimer's disease according to dementia levels","display_name":"Exploitation of 3D Stereotactic Surface Projection for automated classification of Alzheimer's disease according to dementia levels","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2107528668","doi":"https://doi.org/10.1109/bibm.2010.5706620","mag":"2107528668"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2010.5706620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2010.5706620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-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/A5039273153","display_name":"Murat Se\u00e7kin Ayhan","orcid":"https://orcid.org/0000-0002-3184-2353"},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Murat Seckin Ayhan","raw_affiliation_strings":["Center of Advanced Computer Studies, University of Louisiana, Lafayette, Lafayette, LA, USA","Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center of Advanced Computer Studies, University of Louisiana, Lafayette, Lafayette, LA, USA","institution_ids":["https://openalex.org/I79516672"]},{"raw_affiliation_string":"Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, USA#TAB#","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005864826","display_name":"Ryan Benton","orcid":"https://orcid.org/0000-0001-9616-6221"},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ryan G. Benton","raw_affiliation_strings":["Center of Advanced Computer Studies, University of Louisiana, Lafayette, Lafayette, LA, USA","Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center of Advanced Computer Studies, University of Louisiana, Lafayette, Lafayette, LA, USA","institution_ids":["https://openalex.org/I79516672"]},{"raw_affiliation_string":"Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, USA#TAB#","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023699325","display_name":"Vijay V. Raghavan","orcid":"https://orcid.org/0000-0001-7224-7828"},"institutions":[{"id":"https://openalex.org/I79516672","display_name":"University of Louisiana at Lafayette","ror":"https://ror.org/01x8rc503","country_code":"US","type":"education","lineage":["https://openalex.org/I2799628689","https://openalex.org/I79516672"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Vijay V. Raghavan","raw_affiliation_strings":["Center of Advanced Computer Studies, University of Louisiana, Lafayette, Lafayette, LA, USA","Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, USA#TAB#"],"affiliations":[{"raw_affiliation_string":"Center of Advanced Computer Studies, University of Louisiana, Lafayette, Lafayette, LA, USA","institution_ids":["https://openalex.org/I79516672"]},{"raw_affiliation_string":"Center for Advanced Computer Studies, University of Louisiana at Lafayette, Lafayette, LA, USA#TAB#","institution_ids":["https://openalex.org/I79516672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030576792","display_name":"Suresh Choubey","orcid":"https://orcid.org/0000-0002-9092-6071"},"institutions":[{"id":"https://openalex.org/I4210146768","display_name":"Applied Sciences Laboratory (United States)","ror":"https://ror.org/04rfpye28","country_code":"US","type":"company","lineage":["https://openalex.org/I4210146768"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Suresh Choubey","raw_affiliation_strings":["Applied Science Laboratory, GE Healthcare Systems, Waukesha, WI, USA","Applied Science Laboratory, GE Healthcare, Waukesha, WI, USA"],"affiliations":[{"raw_affiliation_string":"Applied Science Laboratory, GE Healthcare Systems, Waukesha, WI, USA","institution_ids":["https://openalex.org/I4210146768"]},{"raw_affiliation_string":"Applied Science Laboratory, GE Healthcare, Waukesha, WI, USA","institution_ids":["https://openalex.org/I4210146768"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5039273153"],"corresponding_institution_ids":["https://openalex.org/I79516672"],"apc_list":null,"apc_paid":null,"fwci":0.3187,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62000292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"36","issue":null,"first_page":"516","last_page":"519"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9825999736785889,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9825999736785889,"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/T10009","display_name":"Dementia and Cognitive Impairment Research","score":0.9760000109672546,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.942799985408783,"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/dementia","display_name":"Dementia","score":0.7381649017333984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6811750531196594},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6782524585723877},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6005139350891113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5849902629852295},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5795356631278992},{"id":"https://openalex.org/keywords/naive-bayes-classifier","display_name":"Naive Bayes classifier","score":0.5747829079627991},{"id":"https://openalex.org/keywords/probabilistic-classification","display_name":"Probabilistic classification","score":0.5242182016372681},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.4906817674636841},{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.4904937148094177},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.45227864384651184},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.43804699182510376},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43186822533607483},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.31302976608276367},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2061624825000763},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.1609102189540863},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.11179700493812561},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07873600721359253}],"concepts":[{"id":"https://openalex.org/C2779483572","wikidata":"https://www.wikidata.org/wiki/Q83030","display_name":"Dementia","level":3,"score":0.7381649017333984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6811750531196594},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6782524585723877},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6005139350891113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5849902629852295},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5795356631278992},{"id":"https://openalex.org/C52001869","wikidata":"https://www.wikidata.org/wiki/Q812530","display_name":"Naive Bayes classifier","level":3,"score":0.5747829079627991},{"id":"https://openalex.org/C189119545","wikidata":"https://www.wikidata.org/wiki/Q5128022","display_name":"Probabilistic classification","level":4,"score":0.5242182016372681},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.4906817674636841},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.4904937148094177},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.45227864384651184},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.43804699182510376},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43186822533607483},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.31302976608276367},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2061624825000763},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.1609102189540863},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.11179700493812561},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07873600721359253}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2010.5706620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2010.5706620","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5299999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1560107318","https://openalex.org/W1912123407","https://openalex.org/W2097107676","https://openalex.org/W2105037799","https://openalex.org/W2109276615","https://openalex.org/W2109943925","https://openalex.org/W2117812871","https://openalex.org/W2133990480","https://openalex.org/W2141408870","https://openalex.org/W2149696350","https://openalex.org/W2153635508","https://openalex.org/W3120421331","https://openalex.org/W6633497745","https://openalex.org/W6640114639","https://openalex.org/W6674596802","https://openalex.org/W6676364779","https://openalex.org/W6681196745","https://openalex.org/W6681936474"],"related_works":["https://openalex.org/W1607432302","https://openalex.org/W2996897273","https://openalex.org/W2329567442","https://openalex.org/W1972450020","https://openalex.org/W4327521161","https://openalex.org/W2106205363","https://openalex.org/W2122175496","https://openalex.org/W4224221743","https://openalex.org/W2296060041","https://openalex.org/W3040563474"],"abstract_inverted_index":{"Alzheimer's":[0,81],"disease":[1],"(AD)":[2],"is":[3,88,107],"one":[4],"major":[5],"cause":[6],"of":[7,16,32,48,68,80,103,122,126,132,143],"dementia.":[8],"Previous":[9],"studies":[10],"have":[11],"indicated":[12],"that":[13],"the":[14,36,77,97,101,104,120,130],"use":[15],"features":[17,92],"derived":[18],"from":[19,93],"Positron":[20],"Emission":[21],"Tomography":[22],"(PET)":[23],"scans":[24],"lead":[25],"to":[26,35,90,138],"more":[27],"accurate":[28],"and":[29],"earlier":[30],"diagnosis":[31,79],"AD,":[33],"compared":[34],"traditional":[37],"approach":[38],"used":[39],"for":[40,76],"determining":[41],"dementia":[42],"ratings,":[43],"which":[44],"uses":[45],"a":[46,63,73,123,133,140],"combination":[47],"clinical":[49],"assessments":[50],"such":[51],"as":[52],"memory":[53],"tests.":[54],"In":[55],"this":[56],"study,":[57],"we":[58,128],"compare":[59],"Na\u00efve":[60],"Bayes":[61],"(NB),":[62],"probabilistic":[64],"learner,":[65,75],"with":[66],"variations":[67],"Support":[69],"Vector":[70],"Machines":[71],"(SVMs),":[72],"geometric":[74],"automatic":[78],"disease.":[82],"3D":[83],"Stereotactic":[84],"Surface":[85],"Projection":[86],"(3D-SSP)":[87],"utilized":[89],"extract":[91],"PET":[94],"scans.":[95],"At":[96],"most":[98],"detailed":[99],"level,":[100],"dimensionality":[102],"feature":[105,135],"space":[106],"very":[108],"high,":[109],"resulting":[110],"in":[111,119],"15964":[112],"features.":[113,146],"Since":[114],"classifier":[115],"performance":[116],"can":[117],"degrade":[118],"presence":[121],"high":[124],"number":[125,142],"features,":[127],"evaluate":[129],"benefits":[131],"correlation-based":[134],"selection":[136],"method":[137],"find":[139],"small":[141],"highly":[144],"relevant":[145]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
