{"id":"https://openalex.org/W3166419556","doi":"https://doi.org/10.1007/978-3-030-77211-6_22","title":"Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift","display_name":"Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3166419556","doi":"https://doi.org/10.1007/978-3-030-77211-6_22","mag":"3166419556"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-77211-6_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77211-6_22","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":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.amsterdamumc.nl/en/publications/ce353410-2010-4a13-b9b4-55f10f4f3e77","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049998967","display_name":"Miguel Rios","orcid":"https://orcid.org/0009-0000-6823-9032"},"institutions":[{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]},{"id":"https://openalex.org/I4210151833","display_name":"Amsterdam University Medical Centers","ror":"https://ror.org/05grdyy37","country_code":"NL","type":"funder","lineage":["https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Miguel Rios","raw_affiliation_strings":["Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210151833"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075388940","display_name":"Ameen Abu\u2010Hanna","orcid":"https://orcid.org/0000-0003-4324-7954"},"institutions":[{"id":"https://openalex.org/I4210151833","display_name":"Amsterdam University Medical Centers","ror":"https://ror.org/05grdyy37","country_code":"NL","type":"funder","lineage":["https://openalex.org/I4210151833"]},{"id":"https://openalex.org/I887064364","display_name":"University of Amsterdam","ror":"https://ror.org/04dkp9463","country_code":"NL","type":"education","lineage":["https://openalex.org/I887064364"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Ameen Abu-Hanna","raw_affiliation_strings":["Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I887064364","https://openalex.org/I4210151833"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5049998967"],"corresponding_institution_ids":["https://openalex.org/I4210151833","https://openalex.org/I887064364"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.09249833,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"199","last_page":"208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9997000098228455,"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/T13702","display_name":"Machine Learning in Healthcare","score":0.9997000098228455,"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/T12814","display_name":"Gaussian Processes and Bayesian Inference","score":0.9916999936103821,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9631999731063843,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.7425241470336914},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.7133738994598389},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6833400726318359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6634632349014282},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6613049507141113},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.528826892375946},{"id":"https://openalex.org/keywords/calibration","display_name":"Calibration","score":0.5027401447296143},{"id":"https://openalex.org/keywords/brier-score","display_name":"Brier score","score":0.49726632237434387},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4764585793018341},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46614187955856323},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23310521245002747},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09340515732765198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425241470336914},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.7133738994598389},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6833400726318359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6634632349014282},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6613049507141113},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.528826892375946},{"id":"https://openalex.org/C165838908","wikidata":"https://www.wikidata.org/wiki/Q736777","display_name":"Calibration","level":2,"score":0.5027401447296143},{"id":"https://openalex.org/C35405484","wikidata":"https://www.wikidata.org/wiki/Q4967066","display_name":"Brier score","level":2,"score":0.49726632237434387},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4764585793018341},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46614187955856323},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23310521245002747},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09340515732765198},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/978-3-030-77211-6_22","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-77211-6_22","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:pure.amsterdamumc.nl:openaire_cris_publications/ce353410-2010-4a13-b9b4-55f10f4f3e77","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/ce353410-2010-4a13-b9b4-55f10f4f3e77","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Rios, M & Abu-Hanna, A 2021, Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. in Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. vol. 12721 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12721 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 199-208, 19th International Conference on Arti\ufb01cial Intelligence in Medicine, AIME 2021, Virtual, Online, 15/06/2021. https://doi.org/10.1007/978-3-030-77211-6_22","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:arXiv.org:2212.00557","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2212.00557","pdf_url":"https://arxiv.org/pdf/2212.00557","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/88167476-e6f7-44ea-889d-2153bad108ff","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/deep-kernel-learning-for-mortality-prediction-in-the-face-of-temporal-shift(88167476-e6f7-44ea-889d-2153bad108ff).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings, 12721 LNAI, 199 - 208","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":{"id":"pmh:oai:pure.amsterdamumc.nl:openaire_cris_publications/ce353410-2010-4a13-b9b4-55f10f4f3e77","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/ce353410-2010-4a13-b9b4-55f10f4f3e77","pdf_url":null,"source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Rios, M & Abu-Hanna, A 2021, Deep Kernel Learning for Mortality Prediction in the Face of Temporal Shift. in Artificial Intelligence in Medicine - 19th International Conference on Artificial Intelligence in Medicine, AIME 2021, Proceedings. vol. 12721 LNAI, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 12721 LNAI, Springer Science and Business Media Deutschland GmbH, pp. 199-208, 19th International Conference on Arti\ufb01cial Intelligence in Medicine, AIME 2021, Virtual, Online, 15/06/2021. https://doi.org/10.1007/978-3-030-77211-6_22","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.5699999928474426,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W164706946","https://openalex.org/W1522301498","https://openalex.org/W1702387805","https://openalex.org/W1997192661","https://openalex.org/W2059980448","https://openalex.org/W2060374620","https://openalex.org/W2064675550","https://openalex.org/W2072128103","https://openalex.org/W2095654324","https://openalex.org/W2117670920","https://openalex.org/W2130819374","https://openalex.org/W2132927459","https://openalex.org/W2146297376","https://openalex.org/W2175330245","https://openalex.org/W2396881363","https://openalex.org/W2548827768","https://openalex.org/W2549019841","https://openalex.org/W2597505554","https://openalex.org/W2625178737","https://openalex.org/W2784181452","https://openalex.org/W2788933231","https://openalex.org/W2893995718","https://openalex.org/W2930601680","https://openalex.org/W2949644579","https://openalex.org/W2965485927","https://openalex.org/W2990174192","https://openalex.org/W3042102985","https://openalex.org/W3098949126","https://openalex.org/W3101973032","https://openalex.org/W4211049957","https://openalex.org/W4231109964","https://openalex.org/W4242740474","https://openalex.org/W4297791702"],"related_works":["https://openalex.org/W4293426625","https://openalex.org/W1774890144","https://openalex.org/W2728311169","https://openalex.org/W3121128755","https://openalex.org/W2051201630","https://openalex.org/W2082471284","https://openalex.org/W2773944606","https://openalex.org/W2043644439","https://openalex.org/W2089861931","https://openalex.org/W3008584592"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2021-06-22T00:00:00"}