{"id":"https://openalex.org/W4407832791","doi":"https://doi.org/10.3233/978-1-61499-830-3-1355","title":"A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions","display_name":"A Guide for Constructing Bayesian Network Graphs of Cancer Treatment Decisions","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W4407832791","doi":"https://doi.org/10.3233/978-1-61499-830-3-1355"},"language":"en","primary_location":{"id":"doi:10.3233/978-1-61499-830-3-1355","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-1355","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","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/A5112957703","display_name":"Calabresi Peter A.","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Cypko Mario A.","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116373297","display_name":"Stoehr Matthaeus","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Stoehr Matthaeus","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107870907","display_name":"O. Steffen","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Oeltze-Jafra Steffen","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Dietz Andreas","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dietz Andreas","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5116373298","display_name":"Lemke Heinz U.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Lemke Heinz U.","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5112957703"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.57408815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9866999983787537,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9605000019073486,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9587000012397766,"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/bayesian-network","display_name":"Bayesian network","score":0.729951798915863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6617220044136047},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.545437753200531},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.43153882026672363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39450618624687195},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.194195955991745},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.07228663563728333}],"concepts":[{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.729951798915863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6617220044136047},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.545437753200531},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.43153882026672363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39450618624687195},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.194195955991745},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.07228663563728333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/978-1-61499-830-3-1355","is_oa":false,"landing_page_url":"https://doi.org/10.3233/978-1-61499-830-3-1355","pdf_url":null,"source":{"id":"https://openalex.org/S4210179765","display_name":"Studies in health technology and informatics","issn_l":"0926-9630","issn":["0926-9630","1879-8365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Health Technology and Informatics","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":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"complex":[1],"cancer":[2],"cases,":[3],"Bayesian":[4],"networks":[5,22],"can":[6],"support":[7],"clinical":[8],"experts":[9,56],"in":[10],"finding":[11],"the":[12,18,36,61,68],"best":[13],"patient-specific":[14],"therapeutic":[15],"decisions.":[16],"However,":[17],"development":[19,69],"of":[20,25,63],"decision":[21],"requires":[23],"teamwork":[24],"at":[26],"least":[27],"one":[28,32],"domain":[29,55],"expert":[30],"and":[31,40,71],"knowledge":[33,64],"engineer":[34],"making":[35],"process":[37],"expensive,":[38],"time-consuming,":[39],"prone":[41],"to":[42,57],"misunderstandings.":[43],"We":[44],"present":[45],"a":[46],"novel":[47],"method":[48,53],"for":[49],"guided":[50],"modeling.":[51],"This":[52],"enables":[54],"model":[58,72],"collaboratively":[59],"without":[60],"need":[62],"engineers,":[65],"increasing":[66],"both":[67],"speed":[70],"quality.":[73]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
