{"id":"https://openalex.org/W2040344845","doi":"https://doi.org/10.1109/spac.2014.6982722","title":"Medical social media analytics via ranking and big learning: An image-based disease prediction study","display_name":"Medical social media analytics via ranking and big learning: An image-based disease prediction study","publication_year":2014,"publication_date":"2014-10-01","ids":{"openalex":"https://openalex.org/W2040344845","doi":"https://doi.org/10.1109/spac.2014.6982722","mag":"2040344845"},"language":"en","primary_location":{"id":"doi:10.1109/spac.2014.6982722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac.2014.6982722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5004584268","display_name":"Wei Huang","orcid":"https://orcid.org/0000-0002-0541-8612"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Huang","raw_affiliation_strings":["School of Information Engineering, Nanchang University, China","Sch. of Inf. Eng., Nanchang Univ., China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Engineering, Nanchang University, China","institution_ids":["https://openalex.org/I141649914"]},{"raw_affiliation_string":"Sch. of Inf. Eng., Nanchang Univ., China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100364068","display_name":"Peng Zhang","orcid":"https://orcid.org/0000-0001-9690-7026"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Zhang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055537356","display_name":"Minmin Shen","orcid":"https://orcid.org/0000-0002-2345-5361"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Minmin Shen","raw_affiliation_strings":["INCIDE center, University of Konstanz, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"INCIDE center, University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"182","issue":null,"first_page":"389","last_page":"394"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9914000034332275,"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":0.9914000034332275,"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":0.9894000291824341,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7244849801063538},{"id":"https://openalex.org/keywords/social-media-analytics","display_name":"Social media analytics","score":0.6931032538414001},{"id":"https://openalex.org/keywords/social-media","display_name":"Social media","score":0.6557647585868835},{"id":"https://openalex.org/keywords/ranking","display_name":"Ranking (information retrieval)","score":0.6101874113082886},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5637089014053345},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5524932742118835},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5169660449028015},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.48421525955200195},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4758460521697998},{"id":"https://openalex.org/keywords/health-care","display_name":"Health care","score":0.461862176656723},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.44522517919540405},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.4288184344768524},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.17866429686546326},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.17436811327934265}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244849801063538},{"id":"https://openalex.org/C2778729106","wikidata":"https://www.wikidata.org/wiki/Q1140126","display_name":"Social media analytics","level":3,"score":0.6931032538414001},{"id":"https://openalex.org/C518677369","wikidata":"https://www.wikidata.org/wiki/Q202833","display_name":"Social media","level":2,"score":0.6557647585868835},{"id":"https://openalex.org/C189430467","wikidata":"https://www.wikidata.org/wiki/Q7293293","display_name":"Ranking (information retrieval)","level":2,"score":0.6101874113082886},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5637089014053345},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5524932742118835},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5169660449028015},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.48421525955200195},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4758460521697998},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.461862176656723},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.44522517919540405},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.4288184344768524},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.17866429686546326},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.17436811327934265},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spac.2014.6982722","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spac.2014.6982722","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings 2014 IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"},{"id":"https://openalex.org/F4320326696","display_name":"Jiangxi Provincial Department of Science and Technology","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W605850247","https://openalex.org/W1972084483","https://openalex.org/W1975127965","https://openalex.org/W1977814411","https://openalex.org/W2037788252","https://openalex.org/W2046394326","https://openalex.org/W2080183692","https://openalex.org/W2097703723","https://openalex.org/W2105610271","https://openalex.org/W2112109082","https://openalex.org/W2122320288","https://openalex.org/W2142058898","https://openalex.org/W2143628522","https://openalex.org/W2160056785","https://openalex.org/W2540093921","https://openalex.org/W3098527277","https://openalex.org/W6681222061"],"related_works":["https://openalex.org/W1440043730","https://openalex.org/W4232432449","https://openalex.org/W2752017774","https://openalex.org/W2309196980","https://openalex.org/W4386456676","https://openalex.org/W4200138770","https://openalex.org/W3010943912","https://openalex.org/W3171122507","https://openalex.org/W4376057441","https://openalex.org/W2549815070"],"abstract_inverted_index":{"Medical":[0],"social":[1,33],"media":[2,34],"analytics":[3,35],"becomes":[4],"more":[5,7],"and":[6,29,57,67],"popular":[8],"nowadays":[9],"because":[10],"of":[11],"its":[12,79],"effectiveness":[13],"in":[14,75],"benefiting":[15],"diverse":[16],"health-care":[17],"applications.":[18],"In":[19],"this":[20,97],"study,":[21],"the":[22,71],"essential":[23],"disease":[24,72],"prediction":[25,73],"task":[26,74],"is":[27,51],"investigated":[28],"realized":[30],"via":[31],"medical":[32],"techniques.":[36],"To":[37,77],"be":[38],"specific,":[39],"arterial":[40],"spin":[41],"labeling":[42],"(ASL),":[43],"an":[44],"emerging":[45],"functional":[46],"magnetic":[47],"resonance":[48],"imaging":[49],"modality,":[50],"utilized":[52],"to":[53,69,88],"provide":[54],"image-based":[55],"information":[56],"novel":[58],"ranking":[59],"as":[60,62],"well":[61],"learning":[63],"techniques":[64],"are":[65,84,94],"proposed":[66],"incorporated":[68],"fulfill":[70],"dementia.":[76],"demonstrate":[78],"superiority,":[80],"comprehensive":[81],"statistical":[82],"experiments":[83],"conducted":[85],"with":[86],"comparison":[87],"several":[89],"conventional":[90],"methods.":[91],"Promising":[92],"results":[93],"reported":[95],"from":[96],"study.":[98]},"counts_by_year":[{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}