{"id":"https://openalex.org/W2619938702","doi":"https://doi.org/10.1007/978-3-319-59740-9_36","title":"MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis","display_name":"MRI-Based Feature Extraction Using Supervised General Stochastic Networks in Dementia Diagnosis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2619938702","doi":"https://doi.org/10.1007/978-3-319-59740-9_36","mag":"2619938702"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-59740-9_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59740-9_36","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":"book-chapter","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/A5040920542","display_name":"Diego Fabi\u00e1n Collazos-Huertas","orcid":"https://orcid.org/0000-0002-0434-3444"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"D. Collazos-Huertas","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030585727","display_name":"Andres Tobar-Rodr\u00edguez","orcid":null},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"A. Tobar-Rodriguez","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046787989","display_name":"David C\u00e1rdenas\u2010Pe\u00f1a","orcid":"https://orcid.org/0000-0002-0522-8683"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"D. C\u00e1rdenas-Pe\u00f1a","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080328620","display_name":"G. Castellanos-Dom\u00ednguez","orcid":"https://orcid.org/0000-0002-0138-5489"},"institutions":[{"id":"https://openalex.org/I36243813","display_name":"Universidad Nacional de Colombia","ror":"https://ror.org/059yx9a68","country_code":"CO","type":"education","lineage":["https://openalex.org/I36243813"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"G. Castellanos-Dominguez","raw_affiliation_strings":["Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia"],"affiliations":[{"raw_affiliation_string":"Signal Processing and Recognition Group, Universidad Nacional de Colombia, Manizales, Colombia","institution_ids":["https://openalex.org/I36243813"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5040920542"],"corresponding_institution_ids":["https://openalex.org/I36243813"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9937,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.91547958,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"363","last_page":"373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980999827384949,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9980999827384949,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9914000034332275,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.9886999726295471,"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/computer-science","display_name":"Computer science","score":0.836763858795166},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7809184789657593},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7520954608917236},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.7389572858810425},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6461198925971985},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5239032506942749},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5088894367218018},{"id":"https://openalex.org/keywords/supervised-learning","display_name":"Supervised learning","score":0.467754602432251},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.4572574198246002},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4512181282043457},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3869921565055847},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3275696039199829},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.23226183652877808}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.836763858795166},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7809184789657593},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7520954608917236},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.7389572858810425},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6461198925971985},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5239032506942749},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5088894367218018},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.467754602432251},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.4572574198246002},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4512181282043457},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3869921565055847},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3275696039199829},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.23226183652877808}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-59740-9_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-59740-9_36","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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6600000262260437}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W984943327","https://openalex.org/W1134947479","https://openalex.org/W1513935208","https://openalex.org/W1548832181","https://openalex.org/W2065568223","https://openalex.org/W2091532770","https://openalex.org/W2105288628","https://openalex.org/W2112518510","https://openalex.org/W2126598020","https://openalex.org/W2130371234","https://openalex.org/W2135011268","https://openalex.org/W2314264550","https://openalex.org/W2413867752","https://openalex.org/W4412256468"],"related_works":["https://openalex.org/W1487808658","https://openalex.org/W2040550925","https://openalex.org/W3112445271","https://openalex.org/W4298201649","https://openalex.org/W2462617003","https://openalex.org/W2368894008","https://openalex.org/W3102620718","https://openalex.org/W2134510694","https://openalex.org/W1964081096","https://openalex.org/W2141335490"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
