{"id":"https://openalex.org/W1994786016","doi":"https://doi.org/10.1109/bibe.2007.4375773","title":"Knowledge Modeling for High Content Screening of Multimedia Biological Data","display_name":"Knowledge Modeling for High Content Screening of Multimedia Biological Data","publication_year":2007,"publication_date":"2007-10-01","ids":{"openalex":"https://openalex.org/W1994786016","doi":"https://doi.org/10.1109/bibe.2007.4375773","mag":"1994786016"},"language":"en","primary_location":{"id":"doi:10.1109/bibe.2007.4375773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2007.4375773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 7th International Symposium on BioInformatics and BioEngineering","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/A5106183469","display_name":"Arif Ghafoor","orcid":null},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Arif Ghafoor","raw_affiliation_strings":["School of Electrical and Computer Engineering, USA","Purdue University [West Lafayette]"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, USA","institution_ids":[]},{"raw_affiliation_string":"Purdue University [West Lafayette]","institution_ids":["https://openalex.org/I219193219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053912700","display_name":"J. Paul Robinson","orcid":"https://orcid.org/0000-0001-8383-3240"},"institutions":[{"id":"https://openalex.org/I219193219","display_name":"Purdue University West Lafayette","ror":"https://ror.org/02dqehb95","country_code":"US","type":"education","lineage":["https://openalex.org/I219193219"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. Paul Robinson","raw_affiliation_strings":["Department of Basic Medical Science, Purdue University, West Lafayette, IN, USA","Department of Basic Medical Science, Purdue University, West Lafayette, Indiana 47907 USA"],"affiliations":[{"raw_affiliation_string":"Department of Basic Medical Science, Purdue University, West Lafayette, IN, USA","institution_ids":["https://openalex.org/I219193219"]},{"raw_affiliation_string":"Department of Basic Medical Science, Purdue University, West Lafayette, Indiana 47907 USA","institution_ids":["https://openalex.org/I219193219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5106183469"],"corresponding_institution_ids":["https://openalex.org/I219193219"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07485083,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1455","last_page":"1455"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9769999980926514,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9769999980926514,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.968500018119812,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9610000252723694,"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":0.8334416747093201},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.5653085708618164},{"id":"https://openalex.org/keywords/xml","display_name":"XML","score":0.549265444278717},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.5382738709449768},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.49556028842926025},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.46624770760536194},{"id":"https://openalex.org/keywords/extensibility","display_name":"Extensibility","score":0.42582884430885315},{"id":"https://openalex.org/keywords/external-data-representation","display_name":"External Data Representation","score":0.42192745208740234},{"id":"https://openalex.org/keywords/multispectral-image","display_name":"Multispectral image","score":0.42107492685317993},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3744247555732727},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.35624346137046814},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2503178119659424},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2078576683998108}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8334416747093201},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.5653085708618164},{"id":"https://openalex.org/C8797682","wikidata":"https://www.wikidata.org/wiki/Q2115","display_name":"XML","level":2,"score":0.549265444278717},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.5382738709449768},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.49556028842926025},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.46624770760536194},{"id":"https://openalex.org/C32833848","wikidata":"https://www.wikidata.org/wiki/Q4115054","display_name":"Extensibility","level":2,"score":0.42582884430885315},{"id":"https://openalex.org/C116409475","wikidata":"https://www.wikidata.org/wiki/Q1385056","display_name":"External Data Representation","level":2,"score":0.42192745208740234},{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.42107492685317993},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3744247555732727},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.35624346137046814},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2503178119659424},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2078576683998108},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bibe.2007.4375773","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibe.2007.4375773","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 IEEE 7th International Symposium on BioInformatics and BioEngineering","raw_type":"proceedings-article"},{"id":"pmh:oai:docs.lib.purdue.edu:ccpubs-1374","is_oa":false,"landing_page_url":"https://docs.lib.purdue.edu/ccpubs/389","pdf_url":null,"source":{"id":"https://openalex.org/S4377196310","display_name":"Purdue e-Pubs (Purdue University System)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801333002","host_organization_name":"Purdue University System","host_organization_lineage":["https://openalex.org/I2801333002"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cyber Center Publications","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2378767206","https://openalex.org/W1540871478","https://openalex.org/W328308450","https://openalex.org/W282641168","https://openalex.org/W2376963063","https://openalex.org/W4318664220","https://openalex.org/W2066396794","https://openalex.org/W2366734808","https://openalex.org/W1540665740","https://openalex.org/W2145935702"],"abstract_inverted_index":{"High-content":[0],"and":[1,33,50,62,83,113,118,130,148],"high-throughput":[2],"screening":[3],"(HCS/HTS)":[4],"technologies":[5,16],"provide":[6],"powerful":[7,79],"imaging":[8,24,38],"tools":[9,66],"for":[10,23,78,88],"analyses":[11],"of":[12,27,37,55,97],"biological":[13,94],"processes.":[14],"These":[15],"combine":[17],"sophisticated":[18],"optics":[19],"with":[20],"automation":[21],"techniques":[22,87],"large":[25],"populations":[26],"cells":[28],"under":[29],"different":[30],"experimental":[31],"perturbations":[32],"produce":[34],"enormous":[35],"amount":[36],"data,":[39],"including":[40],"2D":[41],"images,":[42],"3D":[43],"confocal":[44],"data":[45,57],"sets,":[46],"time-lapse":[47],"video":[48],"sequences,":[49],"multispectral":[51],"images.":[52],"Manual":[53],"analysis":[54],"such":[56],"is":[58,74,122,138],"extremely":[59],"time":[60],"consuming,":[61],"intelligent":[63],"image":[64,81],"interpretation":[65],"have":[67],"only":[68],"recently":[69],"started":[70],"to":[71,145],"emerge.":[72],"There":[73],"a":[75,115],"direct":[76],"need":[77],"automated":[80],"understanding":[82],"spatio-temporal":[84],"knowledge":[85,116],"extraction":[86,117],"gaining":[89],"useful":[90],"semantic":[91],"information":[92],"in":[93,110,143],"domain":[95,112],"consisting":[96],"multimodality":[98],"multimedia":[99,107],"data.":[100],"In":[101],"this":[102,111],"tutorial":[103],"we":[104],"highlight":[105],"key":[106],"processing":[108],"challenges":[109],"present":[114],"representation":[119],"framework":[120,137],"that":[121],"currently":[123],"underway":[124],"at":[125],"Purdue":[126],"University's":[127],"Cytometery":[128],"Laboratories":[129],"Distributed":[131],"Multimedia":[132],"System":[133],"Laboratory.":[134],"The":[135],"proposed":[136],"being":[139],"implemented":[140],"using":[141],"XML":[142],"order":[144],"allow":[146],"extensibility":[147],"standardization.":[149]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
