{"id":"https://openalex.org/W3131836202","doi":"https://doi.org/10.1007/978-3-030-70569-5_20","title":"Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization","display_name":"Deep-Learning-Based Feature Encoding of Clinical Parameters for Patient Specific CTA Dose Optimization","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3131836202","doi":"https://doi.org/10.1007/978-3-030-70569-5_20","mag":"3131836202"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-70569-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70569-5_20","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","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/A5058303279","display_name":"Marja Fleitmann","orcid":null},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marja Fleitmann","raw_affiliation_strings":["Institute of Medical Informatics, University of L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062839689","display_name":"Hristina Uzunova","orcid":"https://orcid.org/0000-0001-8854-3517"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hristina Uzunova","raw_affiliation_strings":["Institute of Medical Informatics, University of L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041694856","display_name":"A Stroth","orcid":"https://orcid.org/0000-0002-5030-8527"},"institutions":[{"id":"https://openalex.org/I4210098936","display_name":"Universit\u00e4res Kinderwunschzentrum L\u00fcbeck","ror":"https://ror.org/010mck520","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210098936","https://openalex.org/I4210112713"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Martin Stroth","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210098936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061913104","display_name":"J Gerlach","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098936","display_name":"Universit\u00e4res Kinderwunschzentrum L\u00fcbeck","ror":"https://ror.org/010mck520","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210098936","https://openalex.org/I4210112713"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan Gerlach","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210098936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015942063","display_name":"Alexander F\u00fcrschke","orcid":"https://orcid.org/0000-0002-3153-9784"},"institutions":[{"id":"https://openalex.org/I4210098936","display_name":"Universit\u00e4res Kinderwunschzentrum L\u00fcbeck","ror":"https://ror.org/010mck520","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210098936","https://openalex.org/I4210112713"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander F\u00fcrschke","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210098936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051179712","display_name":"J\u00f6rg Barkhausen","orcid":"https://orcid.org/0000-0001-8937-1198"},"institutions":[{"id":"https://openalex.org/I4210098936","display_name":"Universit\u00e4res Kinderwunschzentrum L\u00fcbeck","ror":"https://ror.org/010mck520","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210098936","https://openalex.org/I4210112713"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg Barkhausen","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210098936"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044190224","display_name":"Arpad Bischof","orcid":null},"institutions":[{"id":"https://openalex.org/I4210098936","display_name":"Universit\u00e4res Kinderwunschzentrum L\u00fcbeck","ror":"https://ror.org/010mck520","country_code":"DE","type":"healthcare","lineage":["https://openalex.org/I4210098936","https://openalex.org/I4210112713"]},{"id":"https://openalex.org/I4665924","display_name":"University of Rostock","ror":"https://ror.org/03zdwsf69","country_code":"DE","type":"education","lineage":["https://openalex.org/I4665924"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Arpad Bischof","raw_affiliation_strings":["Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany","IMAGE Information Systems Europe, Rostock, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology and Nuclear Medicine, UKSH L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I4210098936"]},{"raw_affiliation_string":"IMAGE Information Systems Europe, Rostock, Germany","institution_ids":["https://openalex.org/I4665924"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013972125","display_name":"Heinz Handels","orcid":"https://orcid.org/0000-0002-3499-4328"},"institutions":[{"id":"https://openalex.org/I9341345","display_name":"University of L\u00fcbeck","ror":"https://ror.org/00t3r8h32","country_code":"DE","type":"education","lineage":["https://openalex.org/I9341345"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Heinz Handels","raw_affiliation_strings":["Institute of Medical Informatics, University of L\u00fcbeck, L\u00fcbeck, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Informatics, University of L\u00fcbeck, L\u00fcbeck, Germany","institution_ids":["https://openalex.org/I9341345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03307738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"315","last_page":"322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10844","display_name":"Radiation Dose and Imaging","score":0.9986000061035156,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9980999827384949,"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/contrast","display_name":"Contrast (vision)","score":0.7235375046730042},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.670641303062439},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.6286614537239075},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5784958600997925},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.5373529195785522},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5101071000099182},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4493652582168579},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4207569360733032},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3994295597076416},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3645583987236023},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34375274181365967}],"concepts":[{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.7235375046730042},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.670641303062439},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6286614537239075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5784958600997925},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5373529195785522},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5101071000099182},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4493652582168579},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4207569360733032},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3994295597076416},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3645583987236023},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34375274181365967},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-70569-5_20","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-70569-5_20","pdf_url":null,"source":{"id":"https://openalex.org/S4393917809","display_name":"Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","issn_l":"1867-8211","issn":["1867-8211","1867-822X"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W2038952578","https://openalex.org/W2122111042","https://openalex.org/W2127369514","https://openalex.org/W2130200870","https://openalex.org/W2153466031","https://openalex.org/W2155250786","https://openalex.org/W2560108548","https://openalex.org/W2589685084","https://openalex.org/W2735998829","https://openalex.org/W2803773316","https://openalex.org/W2890741060","https://openalex.org/W2905215565","https://openalex.org/W2950983802"],"related_works":["https://openalex.org/W2069592018","https://openalex.org/W2075740387","https://openalex.org/W4375867731","https://openalex.org/W2358990940","https://openalex.org/W2004323682","https://openalex.org/W2093931120","https://openalex.org/W2349116365","https://openalex.org/W3021708704","https://openalex.org/W2611989081","https://openalex.org/W2004231473"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
