{"id":"https://openalex.org/W4411270913","doi":"https://doi.org/10.1007/s13721-025-00527-z","title":"Predicting lung cancer TNM staging from radiological reports using natural language processing and machine learning","display_name":"Predicting lung cancer TNM staging from radiological reports using natural language processing and machine learning","publication_year":2025,"publication_date":"2025-06-13","ids":{"openalex":"https://openalex.org/W4411270913","doi":"https://doi.org/10.1007/s13721-025-00527-z"},"language":"en","primary_location":{"id":"doi:10.1007/s13721-025-00527-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00527-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"},"type":"article","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/A5118139585","display_name":"Lamia Al-Kershi","orcid":null},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Lamia Al-Kershi","raw_affiliation_strings":["Princess Sumaya University for Technology, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Princess Sumaya University for Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061256429","display_name":"Ahmad Al-Tamimi","orcid":"https://orcid.org/0000-0001-9030-7345"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Ahmad Altamimi","raw_affiliation_strings":["Princess Sumaya University for Technology, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Princess Sumaya University for Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015423824","display_name":"Mohammad Azzeh","orcid":"https://orcid.org/0000-0002-0323-6452"},"institutions":[{"id":"https://openalex.org/I158749337","display_name":"Princess Sumaya University for Technology","ror":"https://ror.org/01jy46q10","country_code":"JO","type":"education","lineage":["https://openalex.org/I158749337"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Mohammad Azzeh","raw_affiliation_strings":["Princess Sumaya University for Technology, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Princess Sumaya University for Technology, Amman, Jordan","institution_ids":["https://openalex.org/I158749337"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5118139585"],"corresponding_institution_ids":["https://openalex.org/I158749337"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.4719,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82164543,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"14","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.991599977016449,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.991599977016449,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10028","display_name":"Topic Modeling","score":0.961899995803833,"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/radiological-weapon","display_name":"Radiological weapon","score":0.731112003326416},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49843835830688477},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.48969152569770813},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.38211286067962646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3730178475379944},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.36771607398986816},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.34318095445632935},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.2351171374320984}],"concepts":[{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.731112003326416},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49843835830688477},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.48969152569770813},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.38211286067962646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3730178475379944},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.36771607398986816},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.34318095445632935},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.2351171374320984}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13721-025-00527-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13721-025-00527-z","pdf_url":null,"source":{"id":"https://openalex.org/S4210178532","display_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","issn_l":"2192-6662","issn":["2192-6662","2192-6670"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310321666","host_organization_name":"Springer Vienna","host_organization_lineage":["https://openalex.org/P4310321666","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Vienna","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Network Modeling Analysis in Health Informatics and Bioinformatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1628518406","https://openalex.org/W1963965531","https://openalex.org/W2164719592","https://openalex.org/W2756091367","https://openalex.org/W2950748604","https://openalex.org/W2967056613","https://openalex.org/W3089862415","https://openalex.org/W4224921946","https://openalex.org/W4224992156","https://openalex.org/W4226192705","https://openalex.org/W4353015078","https://openalex.org/W4383535867","https://openalex.org/W4385806998","https://openalex.org/W4388116325","https://openalex.org/W4391575393","https://openalex.org/W4396718856","https://openalex.org/W4400262519"],"related_works":["https://openalex.org/W2037055773","https://openalex.org/W2031600237","https://openalex.org/W209247011","https://openalex.org/W299246606","https://openalex.org/W4252678758","https://openalex.org/W2165890417","https://openalex.org/W2096460790","https://openalex.org/W2369518076","https://openalex.org/W2094719892","https://openalex.org/W2464420520"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
