{"id":"https://openalex.org/W4285151579","doi":"https://doi.org/10.1007/978-3-031-05936-0_20","title":"DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for\u00a0Complex Hazard Structures in\u00a0Survival Analysis","display_name":"DeepPAMM: Deep Piecewise Exponential Additive Mixed Models for\u00a0Complex Hazard Structures in\u00a0Survival Analysis","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285151579","doi":"https://doi.org/10.1007/978-3-031-05936-0_20"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-05936-0_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05936-0_20","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/A5060691634","display_name":"Philipp Kopper","orcid":"https://orcid.org/0000-0002-5037-7135"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Philipp Kopper","raw_affiliation_strings":["Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063915344","display_name":"Simon Wiegrebe","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Wiegrebe","raw_affiliation_strings":["Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069072700","display_name":"Bernd Bischl","orcid":"https://orcid.org/0000-0001-6002-6980"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernd Bischl","raw_affiliation_strings":["Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052684092","display_name":"Andreas Bender","orcid":"https://orcid.org/0000-0001-5628-8611"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Bender","raw_affiliation_strings":["Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067248213","display_name":"David R\u00fcgamer","orcid":"https://orcid.org/0000-0002-8772-9202"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"David R\u00fcgamer","raw_affiliation_strings":["Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, LMU Munich, Ludwigstr. 33, 80539, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5060691634"],"corresponding_institution_ids":["https://openalex.org/I8204097"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":18.9587,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.99257119,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"249","last_page":"261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9305999875068665,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9305999875068665,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14374","display_name":"Statistical Methods in Epidemiology","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.7923024892807007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5600963830947876},{"id":"https://openalex.org/keywords/censoring","display_name":"Censoring (clinical trials)","score":0.5511748194694519},{"id":"https://openalex.org/keywords/piecewise","display_name":"Piecewise","score":0.5292298793792725},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47957557439804077},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4682539403438568},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4281185269355774},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.4253471791744232},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3257186710834503},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2503020167350769},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.18811503052711487}],"concepts":[{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.7923024892807007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5600963830947876},{"id":"https://openalex.org/C137668524","wikidata":"https://www.wikidata.org/wiki/Q189813","display_name":"Censoring (clinical trials)","level":2,"score":0.5511748194694519},{"id":"https://openalex.org/C164660894","wikidata":"https://www.wikidata.org/wiki/Q2037833","display_name":"Piecewise","level":2,"score":0.5292298793792725},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47957557439804077},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4682539403438568},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4281185269355774},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.4253471791744232},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3257186710834503},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2503020167350769},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.18811503052711487},{"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/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-05936-0_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-05936-0_20","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W150563991","https://openalex.org/W340099537","https://openalex.org/W1549290657","https://openalex.org/W1972171554","https://openalex.org/W1986546598","https://openalex.org/W1997144953","https://openalex.org/W2000655497","https://openalex.org/W2011995986","https://openalex.org/W2042296356","https://openalex.org/W2052825782","https://openalex.org/W2086934780","https://openalex.org/W2108673310","https://openalex.org/W2127425427","https://openalex.org/W2236833089","https://openalex.org/W2295598076","https://openalex.org/W2554645567","https://openalex.org/W2753919178","https://openalex.org/W2789172526","https://openalex.org/W2792449492","https://openalex.org/W2793636163","https://openalex.org/W2798890825","https://openalex.org/W2799863774","https://openalex.org/W2888844929","https://openalex.org/W2911964244","https://openalex.org/W2963530216","https://openalex.org/W2980392895","https://openalex.org/W3013939073","https://openalex.org/W3037491963","https://openalex.org/W3102912723","https://openalex.org/W3147894994","https://openalex.org/W3169068337","https://openalex.org/W3176016422","https://openalex.org/W3215034556","https://openalex.org/W4399649225","https://openalex.org/W6640300118"],"related_works":["https://openalex.org/W2905433371","https://openalex.org/W4390569940","https://openalex.org/W2888392564","https://openalex.org/W4361193272","https://openalex.org/W4310278675","https://openalex.org/W4388422664","https://openalex.org/W2806259446","https://openalex.org/W2963326959","https://openalex.org/W2357124094","https://openalex.org/W4247136043"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
