{"id":"https://openalex.org/W2784854263","doi":"https://doi.org/10.1007/978-3-319-89929-9_5","title":"Loss-Function Learning for Digital Tissue Deconvolution","display_name":"Loss-Function Learning for Digital Tissue Deconvolution","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2784854263","doi":"https://doi.org/10.1007/978-3-319-89929-9_5","mag":"2784854263"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-89929-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-89929-9_5","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":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1801.08447","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064922206","display_name":"Franziska G\u00f6rtler","orcid":"https://orcid.org/0000-0003-2015-5766"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Franziska G\u00f6rtler","raw_affiliation_strings":["Statistical Bioinformatics, Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistical Bioinformatics, Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079231325","display_name":"Stefan Solbrig","orcid":"https://orcid.org/0009-0002-0338-3142"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Solbrig","raw_affiliation_strings":["Department of Physics, University of Regensburg, Universit\u00e4tsstra\u00dfe 31, 93053, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Regensburg, Universit\u00e4tsstra\u00dfe 31, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017848833","display_name":"Tilo Wettig","orcid":"https://orcid.org/0000-0001-6732-9204"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tilo Wettig","raw_affiliation_strings":["Department of Physics, University of Regensburg, Universit\u00e4tsstra\u00dfe 31, 93053, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Regensburg, Universit\u00e4tsstra\u00dfe 31, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081742830","display_name":"Peter J. Oefner","orcid":"https://orcid.org/0000-0002-1499-3977"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter J. Oefner","raw_affiliation_strings":["Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003217898","display_name":"Rainer Spang","orcid":"https://orcid.org/0000-0002-1326-4297"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rainer Spang","raw_affiliation_strings":["Statistical Bioinformatics, Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistical Bioinformatics, Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041687654","display_name":"Michael Altenbuchinger","orcid":"https://orcid.org/0000-0003-1102-6532"},"institutions":[{"id":"https://openalex.org/I60668342","display_name":"University of Regensburg","ror":"https://ror.org/01eezs655","country_code":"DE","type":"education","lineage":["https://openalex.org/I60668342"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Altenbuchinger","raw_affiliation_strings":["Statistical Bioinformatics, Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Statistical Bioinformatics, Institute of Functional Genomics, University of Regensburg, Am Biopark 9, 93053, Regensburg, Germany","institution_ids":["https://openalex.org/I60668342"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60668342"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"75","last_page":"89"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12859","display_name":"Cell Image Analysis Techniques","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/deconvolution","display_name":"Deconvolution","score":0.8808828592300415},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5769197940826416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5766180753707886},{"id":"https://openalex.org/keywords/inverse","display_name":"Inverse","score":0.5539014339447021},{"id":"https://openalex.org/keywords/cell","display_name":"Cell","score":0.48174595832824707},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4814726412296295},{"id":"https://openalex.org/keywords/composition","display_name":"Composition (language)","score":0.42304062843322754},{"id":"https://openalex.org/keywords/cell-function","display_name":"Cell function","score":0.4220881760120392},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.4164292812347412},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.41590604186058044},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3858541250228882},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3579553961753845},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29417258501052856},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2652647793292999},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.22593659162521362},{"id":"https://openalex.org/keywords/cell-biology","display_name":"Cell biology","score":0.20850422978401184},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.1355399787425995},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.12394982576370239},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08582234382629395}],"concepts":[{"id":"https://openalex.org/C174576160","wikidata":"https://www.wikidata.org/wiki/Q1183700","display_name":"Deconvolution","level":2,"score":0.8808828592300415},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5769197940826416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5766180753707886},{"id":"https://openalex.org/C207467116","wikidata":"https://www.wikidata.org/wiki/Q4385666","display_name":"Inverse","level":2,"score":0.5539014339447021},{"id":"https://openalex.org/C1491633281","wikidata":"https://www.wikidata.org/wiki/Q7868","display_name":"Cell","level":2,"score":0.48174595832824707},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4814726412296295},{"id":"https://openalex.org/C40231798","wikidata":"https://www.wikidata.org/wiki/Q1333743","display_name":"Composition (language)","level":2,"score":0.42304062843322754},{"id":"https://openalex.org/C2994604686","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell function","level":3,"score":0.4220881760120392},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.4164292812347412},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.41590604186058044},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3858541250228882},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3579553961753845},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29417258501052856},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2652647793292999},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.22593659162521362},{"id":"https://openalex.org/C95444343","wikidata":"https://www.wikidata.org/wiki/Q7141","display_name":"Cell biology","level":1,"score":0.20850422978401184},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.1355399787425995},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.12394982576370239},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08582234382629395},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-319-89929-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-89929-9_5","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:epub.uni-regensburg.de:43428","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"thesis"},{"id":"pmh:oai:arXiv.org:1801.08447","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.08447","pdf_url":"https://arxiv.org/pdf/1801.08447","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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:oai:aleph.bib-bvb.de:BVB01-032206965","is_oa":false,"landing_page_url":"https://epub.uni-regensburg.de/43428/","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Hochschulschrift"},{"id":"pmh:oai:epub.uni-regensburg.de:37253","is_oa":false,"landing_page_url":"https://link.springer.com/book/10.1007%2F978-3-319-89929-9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401229","display_name":"University of Regensburg Publication Server (University of Regensburg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60668342","host_organization_name":"University of Regensburg","host_organization_lineage":["https://openalex.org/I60668342"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1801.08447","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1801.08447","pdf_url":"https://arxiv.org/pdf/1801.08447","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2784854263.pdf"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W138814602","https://openalex.org/W1546094961","https://openalex.org/W1707232060","https://openalex.org/W1922285456","https://openalex.org/W1963569988","https://openalex.org/W1964846497","https://openalex.org/W1965194420","https://openalex.org/W1982907736","https://openalex.org/W1985987855","https://openalex.org/W1991109223","https://openalex.org/W1995086037","https://openalex.org/W2002726823","https://openalex.org/W2004635475","https://openalex.org/W2009818164","https://openalex.org/W2015204889","https://openalex.org/W2024626836","https://openalex.org/W2025412118","https://openalex.org/W2028426093","https://openalex.org/W2028744022","https://openalex.org/W2049491375","https://openalex.org/W2067553572","https://openalex.org/W2069194695","https://openalex.org/W2079966013","https://openalex.org/W2104950932","https://openalex.org/W2110372792","https://openalex.org/W2121859722","https://openalex.org/W2130649175","https://openalex.org/W2142300779","https://openalex.org/W2143787026","https://openalex.org/W2147730364","https://openalex.org/W2148241659","https://openalex.org/W2171501288","https://openalex.org/W2332292689","https://openalex.org/W2461410982","https://openalex.org/W2507880739","https://openalex.org/W2766353321","https://openalex.org/W3103541836"],"related_works":["https://openalex.org/W3090782779","https://openalex.org/W4251527294","https://openalex.org/W4250106855","https://openalex.org/W2037261263","https://openalex.org/W3149087629","https://openalex.org/W4231036715","https://openalex.org/W2032074591","https://openalex.org/W1986156575","https://openalex.org/W2363229316","https://openalex.org/W2105464239"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-28T07:46:37.118299","created_date":"2025-10-10T00:00:00"}
