{"id":"https://openalex.org/W1487704661","doi":"https://doi.org/10.1007/978-0-387-74161-1_15","title":"Mining Interesting Clinico-Genomic Associations: The HealthObs Approach","display_name":"Mining Interesting Clinico-Genomic Associations: The HealthObs Approach","publication_year":2007,"publication_date":"2007-11-09","ids":{"openalex":"https://openalex.org/W1487704661","doi":"https://doi.org/10.1007/978-0-387-74161-1_15","mag":"1487704661"},"language":"en","primary_location":{"id":"doi:10.1007/978-0-387-74161-1_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-74161-1_15","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_15.pdf","source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP The International Federation for Information Processing","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_15.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084193547","display_name":"George Potamias","orcid":"https://orcid.org/0000-0001-8129-4191"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"George Potamias","raw_affiliation_strings":["Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","Foundation for Research & Technology Hellas (FORTH)"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Foundation for Research & Technology Hellas (FORTH)","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024944038","display_name":"Lefteris Koumakis","orcid":"https://orcid.org/0000-0002-8442-4630"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Lefteris Koumakis","raw_affiliation_strings":["Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","Foundation for Research & Technology Hellas (FORTH)"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Foundation for Research & Technology Hellas (FORTH)","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014724586","display_name":"Alexandros Kanterakis","orcid":"https://orcid.org/0000-0003-4276-0115"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Alexandros Kanterakis","raw_affiliation_strings":["Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","Foundation for Research & Technology Hellas (FORTH)"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Foundation for Research & Technology Hellas (FORTH)","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5105349013","display_name":"Vassilis Moustakis","orcid":"https://orcid.org/0000-0003-2916-6277"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]},{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Vassilis Moustakis","raw_affiliation_strings":["Department of Production Engineering & Management, Technical University of Crete, Chania, Crete, Greece","Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","Technical University of Crete","Foundation for Research & Technology \u2013 Hellas (FORTH)"],"affiliations":[{"raw_affiliation_string":"Department of Production Engineering & Management, Technical University of Crete, Chania, Crete, Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Technical University of Crete","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"Foundation for Research & Technology \u2013 Hellas (FORTH)","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111422899","display_name":"Dimitrsi Kafetzopoulos","orcid":null},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitrsi Kafetzopoulos","raw_affiliation_strings":["Institute of Molecular Biology & Biotechnology (IMBB), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","Foundation for Research & Technology Hellas (FORTH)"],"affiliations":[{"raw_affiliation_string":"Institute of Molecular Biology & Biotechnology (IMBB), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Foundation for Research & Technology Hellas (FORTH)","institution_ids":["https://openalex.org/I8901234"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087123353","display_name":"Manolis Tsiknakis","orcid":"https://orcid.org/0000-0001-8454-1450"},"institutions":[{"id":"https://openalex.org/I8901234","display_name":"Foundation for Research and Technology Hellas","ror":"https://ror.org/052rphn09","country_code":"GR","type":"facility","lineage":["https://openalex.org/I8901234"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Manolis Tsiknakis","raw_affiliation_strings":["Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","Foundation for Research & Technology Hellas (FORTH)"],"affiliations":[{"raw_affiliation_string":"Institute of Computer Science (ICS), Foundation for Research & Technology \u2014 Hellas (FORTH), Heraklion, Crete, Greece","institution_ids":["https://openalex.org/I8901234"]},{"raw_affiliation_string":"Foundation for Research & Technology Hellas (FORTH)","institution_ids":["https://openalex.org/I8901234"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5084193547"],"corresponding_institution_ids":["https://openalex.org/I8901234"],"apc_list":null,"apc_paid":null,"fwci":1.6091,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.83857332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"137","last_page":"145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9959999918937683,"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":0.9959999918937683,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9882000088691711,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9854000210762024,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/personalization","display_name":"Personalization","score":0.6838709712028503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6746902465820312},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.6702671051025391},{"id":"https://openalex.org/keywords/java","display_name":"Java","score":0.5868151187896729},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data integration","score":0.5135038495063782},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47841888666152954},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.4534291923046112},{"id":"https://openalex.org/keywords/genomic-information","display_name":"Genomic information","score":0.4258330464363098},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4049692749977112},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.21100738644599915},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.1755947768688202},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1605072319507599},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.148668110370636},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.1414898931980133},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.135921448469162}],"concepts":[{"id":"https://openalex.org/C183003079","wikidata":"https://www.wikidata.org/wiki/Q1000371","display_name":"Personalization","level":2,"score":0.6838709712028503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6746902465820312},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.6702671051025391},{"id":"https://openalex.org/C548217200","wikidata":"https://www.wikidata.org/wiki/Q251","display_name":"Java","level":2,"score":0.5868151187896729},{"id":"https://openalex.org/C72634772","wikidata":"https://www.wikidata.org/wiki/Q386824","display_name":"Data integration","level":2,"score":0.5135038495063782},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47841888666152954},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.4534291923046112},{"id":"https://openalex.org/C3020077223","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomic information","level":4,"score":0.4258330464363098},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4049692749977112},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.21100738644599915},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.1755947768688202},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1605072319507599},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.148668110370636},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.1414898931980133},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.135921448469162},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-0-387-74161-1_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-74161-1_15","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_15.pdf","source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP The International Federation for Information Processing","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-0-387-74161-1_15","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-0-387-74161-1_15","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-0-387-74161-1_15.pdf","source":null,"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP The International Federation for Information Processing","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1487704661.pdf","grobid_xml":"https://content.openalex.org/works/W1487704661.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W20184837","https://openalex.org/W167494913","https://openalex.org/W600708234","https://openalex.org/W1512930507","https://openalex.org/W1553696291","https://openalex.org/W1576955607","https://openalex.org/W1603211840","https://openalex.org/W1929550259","https://openalex.org/W1930763336","https://openalex.org/W1970010470","https://openalex.org/W2009481890","https://openalex.org/W2023851271","https://openalex.org/W2045764888","https://openalex.org/W2105655814","https://openalex.org/W2116992820","https://openalex.org/W2128985829","https://openalex.org/W2141115288","https://openalex.org/W2149512237","https://openalex.org/W2407049592","https://openalex.org/W3188069612","https://openalex.org/W4241634004","https://openalex.org/W6604482746","https://openalex.org/W6610645580","https://openalex.org/W6679101056"],"related_works":["https://openalex.org/W2109940557","https://openalex.org/W2466832359","https://openalex.org/W3172493050","https://openalex.org/W1582019636","https://openalex.org/W1499005795","https://openalex.org/W1536183945","https://openalex.org/W2145935702","https://openalex.org/W4390951259","https://openalex.org/W2154816366","https://openalex.org/W2211216644"],"abstract_inverted_index":{"HealthObs":[0,31,65],"is":[1],"an":[2],"integrated":[3],"(Java-based)":[4],"environment":[5],"targeting":[6],"the":[7,22,33,74,79],"seamless":[8],"integration":[9],"and":[10,15,18,28,39,42,76],"intelligent":[11],"processing":[12],"of":[13,25,36,59,64,78],"distributed":[14],"heterogeneous":[16],"clinical":[17,38],"genomic":[19,29],"data.":[20],"Via":[21],"appropriate":[23],"customization":[24],"standard":[26],"medical":[27],"data-models":[30],"achieves":[32],"semantic":[34],"homogenization":[35],"remote":[37],"gene-expression":[40],"records,":[41],"their":[43],"uniform":[44],"XML-based":[45],"representation.":[46],"The":[47],"system":[48],"utilizes":[49],"data-mining":[50],"techniques":[51],"(association":[52],"rules":[53],"mining)":[54],"that":[55],"operate":[56],"on":[57,66],"top":[58],"query-specific":[60],"XML":[61],"documents.":[62],"Application":[63],"a":[67],"real":[68],"world":[69],"breast-cancer":[70],"clinico-genomic":[71],"study":[72],"demonstrates":[73],"utility":[75],"efficiency":[77],"approach.":[80]},"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
