{"id":"https://openalex.org/W2132345820","doi":"https://doi.org/10.1007/978-3-540-87479-9_26","title":"An Improved Multi-task Learning Approach with Applications in Medical Diagnosis","display_name":"An Improved Multi-task Learning Approach with Applications in Medical Diagnosis","publication_year":2008,"publication_date":"2008-08-13","ids":{"openalex":"https://openalex.org/W2132345820","doi":"https://doi.org/10.1007/978-3-540-87479-9_26","mag":"2132345820"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-87479-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87479-9_26","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/A5051393532","display_name":"Jinbo Bi","orcid":"https://orcid.org/0000-0001-6996-4092"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Jinbo Bi","raw_affiliation_strings":["CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#"],"affiliations":[{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101439585","display_name":"Tao Xiong","orcid":"https://orcid.org/0000-0003-1583-8669"},"institutions":[{"id":"https://openalex.org/I1321826891","display_name":"eBay (Ireland)","ror":"https://ror.org/02b00s810","country_code":"IE","type":"company","lineage":["https://openalex.org/I1321826891","https://openalex.org/I4210150719"]},{"id":"https://openalex.org/I4210150719","display_name":"eBay (United States)","ror":"https://ror.org/05cnabr44","country_code":"US","type":"company","lineage":["https://openalex.org/I4210150719"]}],"countries":["IE","US"],"is_corresponding":false,"raw_author_name":"Tao Xiong","raw_affiliation_strings":["Risk Management, Applied Research, eBay Inc., San Jose, USA","Risk Management, Applied Research, eBay Inc., San Jose, USA CA 95125"],"affiliations":[{"raw_affiliation_string":"Risk Management, Applied Research, eBay Inc., San Jose, USA","institution_ids":["https://openalex.org/I4210150719"]},{"raw_affiliation_string":"Risk Management, Applied Research, eBay Inc., San Jose, USA CA 95125","institution_ids":["https://openalex.org/I1321826891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084034136","display_name":"Shipeng Yu","orcid":"https://orcid.org/0000-0002-0262-4031"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Shipeng Yu","raw_affiliation_strings":["CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#"],"affiliations":[{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067612292","display_name":"Murat D\u00fcndar","orcid":"https://orcid.org/0000-0001-5752-468X"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Murat Dundar","raw_affiliation_strings":["CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#"],"affiliations":[{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003771549","display_name":"R. Bharat Rao","orcid":"https://orcid.org/0009-0004-7995-7338"},"institutions":[{"id":"https://openalex.org/I1325886976","display_name":"Siemens (Germany)","ror":"https://ror.org/059mq0909","country_code":"DE","type":"company","lineage":["https://openalex.org/I1325886976"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Bharat Rao","raw_affiliation_strings":["CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#"],"affiliations":[{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA","institution_ids":[]},{"raw_affiliation_string":"CAD and Knowledge Solutions, Siemens Medical Solutions, Malvern, USA PA 19355#TAB#","institution_ids":["https://openalex.org/I1325886976"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5051393532"],"corresponding_institution_ids":["https://openalex.org/I1325886976"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.7255,"has_fulltext":false,"cited_by_count":112,"citation_normalized_percentile":{"value":0.95652174,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"117","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9868000149726868,"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"}},"topics":[{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9868000149726868,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9830999970436096,"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"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9695000052452087,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7473322153091431},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6462947130203247},{"id":"https://openalex.org/keywords/probabilistic-logic","display_name":"Probabilistic logic","score":0.645673394203186},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.5984551906585693},{"id":"https://openalex.org/keywords/equivalence","display_name":"Equivalence (formal languages)","score":0.5952457785606384},{"id":"https://openalex.org/keywords/medical-diagnosis","display_name":"Medical diagnosis","score":0.5535759925842285},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5391673445701599},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5197948217391968},{"id":"https://openalex.org/keywords/convexity","display_name":"Convexity","score":0.5185573697090149},{"id":"https://openalex.org/keywords/convergence","display_name":"Convergence (economics)","score":0.48589247465133667},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4765739440917969},{"id":"https://openalex.org/keywords/probabilistic-analysis-of-algorithms","display_name":"Probabilistic analysis of algorithms","score":0.4211077094078064},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32462167739868164},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.129039466381073}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7473322153091431},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6462947130203247},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.645673394203186},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.5984551906585693},{"id":"https://openalex.org/C2780069185","wikidata":"https://www.wikidata.org/wiki/Q7977945","display_name":"Equivalence (formal languages)","level":2,"score":0.5952457785606384},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.5535759925842285},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5391673445701599},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5197948217391968},{"id":"https://openalex.org/C72134830","wikidata":"https://www.wikidata.org/wiki/Q5166524","display_name":"Convexity","level":2,"score":0.5185573697090149},{"id":"https://openalex.org/C2777303404","wikidata":"https://www.wikidata.org/wiki/Q759757","display_name":"Convergence (economics)","level":2,"score":0.48589247465133667},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4765739440917969},{"id":"https://openalex.org/C24404364","wikidata":"https://www.wikidata.org/wiki/Q7246846","display_name":"Probabilistic analysis of algorithms","level":3,"score":0.4211077094078064},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32462167739868164},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.129039466381073},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-540-87479-9_26","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-87479-9_26","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"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.156.7632","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.156.7632","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.rpi.edu/~bij2/doc/mtl_ecml2008.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W66185676","https://openalex.org/W123755266","https://openalex.org/W1510488293","https://openalex.org/W1520757484","https://openalex.org/W1528703258","https://openalex.org/W1967849786","https://openalex.org/W2046897576","https://openalex.org/W2083432437","https://openalex.org/W2089933214","https://openalex.org/W2096091589","https://openalex.org/W2105870965","https://openalex.org/W2122090912","https://openalex.org/W2130903752","https://openalex.org/W2143104527","https://openalex.org/W2148522164","https://openalex.org/W2165644552","https://openalex.org/W2499340346","https://openalex.org/W2616354903","https://openalex.org/W2913340405","https://openalex.org/W2914746235","https://openalex.org/W2990138404"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W4205463238","https://openalex.org/W259157601","https://openalex.org/W2761785940","https://openalex.org/W2187391117","https://openalex.org/W2110523656","https://openalex.org/W2056357792","https://openalex.org/W1981809986"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":29},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":8},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}