{"id":"https://openalex.org/W1550312637","doi":"https://doi.org/10.1007/3-540-60025-6_150","title":"Quality assurance and increased efficiency in medical projects with neural networks by using a structured development method for feedforward neural networks (SENN)","display_name":"Quality assurance and increased efficiency in medical projects with neural networks by using a structured development method for feedforward neural networks (SENN)","publication_year":1995,"publication_date":"1995-01-01","ids":{"openalex":"https://openalex.org/W1550312637","doi":"https://doi.org/10.1007/3-540-60025-6_150","mag":"1550312637"},"language":"en","primary_location":{"id":"doi:10.1007/3-540-60025-6_150","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-60025-6_150","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/A5012657720","display_name":"Thomas Waschulzik","orcid":"https://orcid.org/0009-0000-0755-8152"},"institutions":[{"id":"https://openalex.org/I4210097316","display_name":"MED Institute","ror":"https://ror.org/00vsw8h69","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210097316","https://openalex.org/I4210138396"]},{"id":"https://openalex.org/I4210127477","display_name":"Institute of Groundwater Ecology","ror":"https://ror.org/03fp59e94","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210127477","https://openalex.org/I4387152675"]}],"countries":["DE","US"],"is_corresponding":true,"raw_author_name":"T. Waschulzik","raw_affiliation_strings":["GSF-MEDIS-Institut, Ingolst\u00e4dter Landstr.1, Neuherberg, D 85758, Oberschlei\u00dfheim, Germany","GSF-MEDIS-Institut"],"affiliations":[{"raw_affiliation_string":"GSF-MEDIS-Institut, Ingolst\u00e4dter Landstr.1, Neuherberg, D 85758, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I4210127477"]},{"raw_affiliation_string":"GSF-MEDIS-Institut","institution_ids":["https://openalex.org/I4210097316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110425488","display_name":"W Brauer","orcid":null},"institutions":[{"id":"https://openalex.org/I174004417","display_name":"Munich University of Applied Sciences","ror":"https://ror.org/012k1v959","country_code":"DE","type":"education","lineage":["https://openalex.org/I174004417"]},{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"W. Brauer","raw_affiliation_strings":["Institut f\u00fcr Informatik, Technische Universit\u00e4t M\u00fcnchen, Arcisstr.21, D 80290, M\u00fcnchen 2, Germany","[Technische Universit\u00e4t, M\u00fcnchen]"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Informatik, Technische Universit\u00e4t M\u00fcnchen, Arcisstr.21, D 80290, M\u00fcnchen 2, Germany","institution_ids":["https://openalex.org/I62916508","https://openalex.org/I174004417"]},{"raw_affiliation_string":"[Technische Universit\u00e4t, M\u00fcnchen]","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085905270","display_name":"Marc R. Forster","orcid":"https://orcid.org/0000-0003-4732-1330"},"institutions":[{"id":"https://openalex.org/I4210093117","display_name":"Institut f\u00fcr Medizinische Biometrie, Informatik und Epidemiologie","ror":"https://ror.org/00hyd8090","country_code":"DE","type":"facility","lineage":["https://openalex.org/I135140700","https://openalex.org/I4210093117"]},{"id":"https://openalex.org/I4210086407","display_name":"Institut f\u00fcr Medizinische Informatik, Biometrie und Epidemiologie","ror":"https://ror.org/00wqjrk21","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210086407"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. F\u00f6rster","raw_affiliation_strings":["Institut f\u00fcr Medizinische Informatik und. Biometrie, Fetscherstr. 74, D 01307, Dresden, Germany","Institut f\u00fcr Medizinische Informatik und. Biometrie"],"affiliations":[{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik und. Biometrie, Fetscherstr. 74, D 01307, Dresden, Germany","institution_ids":["https://openalex.org/I4210093117","https://openalex.org/I4210086407"]},{"raw_affiliation_string":"Institut f\u00fcr Medizinische Informatik und. Biometrie","institution_ids":["https://openalex.org/I4210093117"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091496613","display_name":"Kathrin Kirchner","orcid":"https://orcid.org/0000-0002-4638-0403"},"institutions":[{"id":"https://openalex.org/I4210152419","display_name":"Deutsches Diabetes-Zentrum e.V.","ror":"https://ror.org/04ews3245","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210152419","https://openalex.org/I44260953"]},{"id":"https://openalex.org/I4210134042","display_name":"Diabetesinstitut Heidelberg","ror":"https://ror.org/03egr7630","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210134042"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"K. Kirchner","raw_affiliation_strings":["Diabetes Forschungsinstitut, Auf'm Hennekamp 65, D 40225, D\u00fcsseldorf, Germany","Diabetes Forschungsinstitut"],"affiliations":[{"raw_affiliation_string":"Diabetes Forschungsinstitut, Auf'm Hennekamp 65, D 40225, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210152419"]},{"raw_affiliation_string":"Diabetes Forschungsinstitut","institution_ids":["https://openalex.org/I4210134042"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083051594","display_name":"Rolf Engelbrecht","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127477","display_name":"Institute of Groundwater Ecology","ror":"https://ror.org/03fp59e94","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210127477","https://openalex.org/I4387152675"]},{"id":"https://openalex.org/I4210097316","display_name":"MED Institute","ror":"https://ror.org/00vsw8h69","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210097316","https://openalex.org/I4210138396"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"R. Engelbrecht","raw_affiliation_strings":["GSF-MEDIS-Institut, Ingolst\u00e4dter Landstr.1, Neuherberg, D 85758, Oberschlei\u00dfheim, Germany","GSF-MEDIS-Institut"],"affiliations":[{"raw_affiliation_string":"GSF-MEDIS-Institut, Ingolst\u00e4dter Landstr.1, Neuherberg, D 85758, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I4210127477"]},{"raw_affiliation_string":"GSF-MEDIS-Institut","institution_ids":["https://openalex.org/I4210097316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000980351","display_name":"Thomas Sch\u00fctz","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097316","display_name":"MED Institute","ror":"https://ror.org/00vsw8h69","country_code":"US","type":"facility","lineage":["https://openalex.org/I4210097316","https://openalex.org/I4210138396"]},{"id":"https://openalex.org/I4210127477","display_name":"Institute of Groundwater Ecology","ror":"https://ror.org/03fp59e94","country_code":"DE","type":"nonprofit","lineage":["https://openalex.org/I4210127477","https://openalex.org/I4387152675"]}],"countries":["DE","US"],"is_corresponding":false,"raw_author_name":"T. Sch\u00fctz","raw_affiliation_strings":["GSF-MEDIS-Institut, Ingolst\u00e4dter Landstr.1, Neuherberg, D 85758, Oberschlei\u00dfheim, Germany","GSF-MEDIS-Institut"],"affiliations":[{"raw_affiliation_string":"GSF-MEDIS-Institut, Ingolst\u00e4dter Landstr.1, Neuherberg, D 85758, Oberschlei\u00dfheim, Germany","institution_ids":["https://openalex.org/I4210127477"]},{"raw_affiliation_string":"GSF-MEDIS-Institut","institution_ids":["https://openalex.org/I4210097316"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012587420","display_name":"Theodor Koschinsky","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152419","display_name":"Deutsches Diabetes-Zentrum e.V.","ror":"https://ror.org/04ews3245","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210152419","https://openalex.org/I44260953"]},{"id":"https://openalex.org/I4210134042","display_name":"Diabetesinstitut Heidelberg","ror":"https://ror.org/03egr7630","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210134042"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"T. Koschinsky","raw_affiliation_strings":["Diabetes Forschungsinstitut, Auf'm Hennekamp 65, D 40225, D\u00fcsseldorf, Germany","Diabetes Forschungsinstitut"],"affiliations":[{"raw_affiliation_string":"Diabetes Forschungsinstitut, Auf'm Hennekamp 65, D 40225, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210152419"]},{"raw_affiliation_string":"Diabetes Forschungsinstitut","institution_ids":["https://openalex.org/I4210134042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087994773","display_name":"G. Entenmann","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152419","display_name":"Deutsches Diabetes-Zentrum e.V.","ror":"https://ror.org/04ews3245","country_code":"DE","type":"facility","lineage":["https://openalex.org/I315704651","https://openalex.org/I4210152419","https://openalex.org/I44260953"]},{"id":"https://openalex.org/I4210134042","display_name":"Diabetesinstitut Heidelberg","ror":"https://ror.org/03egr7630","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210134042"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G. Entenmann","raw_affiliation_strings":["Diabetes Forschungsinstitut, Auf'm Hennekamp 65, D 40225, D\u00fcsseldorf, Germany","Diabetes Forschungsinstitut"],"affiliations":[{"raw_affiliation_string":"Diabetes Forschungsinstitut, Auf'm Hennekamp 65, D 40225, D\u00fcsseldorf, Germany","institution_ids":["https://openalex.org/I4210152419"]},{"raw_affiliation_string":"Diabetes Forschungsinstitut","institution_ids":["https://openalex.org/I4210134042"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5012657720"],"corresponding_institution_ids":["https://openalex.org/I4210097316","https://openalex.org/I4210127477"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.4659,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.60856197,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"341","last_page":"354"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9832000136375427,"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/T10320","display_name":"Neural Networks and Applications","score":0.9832000136375427,"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/T14470","display_name":"Advanced Data Processing Techniques","score":0.9380000233650208,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13702","display_name":"Machine Learning in Healthcare","score":0.9129999876022339,"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":0.8381292223930359},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.689132571220398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5805016160011292},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.5560476183891296},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5284466743469238},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4771101772785187},{"id":"https://openalex.org/keywords/associative-property","display_name":"Associative property","score":0.46982264518737793},{"id":"https://openalex.org/keywords/feed-forward","display_name":"Feed forward","score":0.4617457985877991},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.45296502113342285},{"id":"https://openalex.org/keywords/quality-assurance","display_name":"Quality assurance","score":0.43195435404777527},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.42563414573669434},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.32632553577423096},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.08795762062072754},{"id":"https://openalex.org/keywords/operations-management","display_name":"Operations management","score":0.08696860074996948},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08123055100440979},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.07876476645469666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8381292223930359},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.689132571220398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5805016160011292},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.5560476183891296},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5284466743469238},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4771101772785187},{"id":"https://openalex.org/C159423971","wikidata":"https://www.wikidata.org/wiki/Q177251","display_name":"Associative property","level":2,"score":0.46982264518737793},{"id":"https://openalex.org/C38858127","wikidata":"https://www.wikidata.org/wiki/Q5441228","display_name":"Feed forward","level":2,"score":0.4617457985877991},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.45296502113342285},{"id":"https://openalex.org/C106436119","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assurance","level":3,"score":0.43195435404777527},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.42563414573669434},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.32632553577423096},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.08795762062072754},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.08696860074996948},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08123055100440979},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.07876476645469666},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2778618615","wikidata":"https://www.wikidata.org/wiki/Q4008393","display_name":"External quality assessment","level":2,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/3-540-60025-6_150","is_oa":false,"landing_page_url":"https://doi.org/10.1007/3-540-60025-6_150","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":[{"display_name":"Decent work and economic growth","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/8"},{"display_name":"Industry, innovation and infrastructure","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W13316018","https://openalex.org/W170654404","https://openalex.org/W620914500","https://openalex.org/W1498436455","https://openalex.org/W1508236035","https://openalex.org/W1535810436","https://openalex.org/W1572401739","https://openalex.org/W1573503290","https://openalex.org/W1971141108","https://openalex.org/W1994833873","https://openalex.org/W2040870580","https://openalex.org/W2073035865","https://openalex.org/W2091601747","https://openalex.org/W2109779438","https://openalex.org/W2113442785","https://openalex.org/W2134062730","https://openalex.org/W2140292728","https://openalex.org/W2970988375","https://openalex.org/W3121926921","https://openalex.org/W4253110186","https://openalex.org/W4312982345"],"related_works":["https://openalex.org/W2115072676","https://openalex.org/W2357447513","https://openalex.org/W4311212821","https://openalex.org/W2045727192","https://openalex.org/W2378845890","https://openalex.org/W2102065768","https://openalex.org/W4390752998","https://openalex.org/W1529660427","https://openalex.org/W3121106353","https://openalex.org/W2158578859"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}