{"id":"https://openalex.org/W4407953306","doi":"https://doi.org/10.1145/3701551.3708810","title":"Using Photon-Counting CT Images for Lung Nodule Classification","display_name":"Using Photon-Counting CT Images for Lung Nodule Classification","publication_year":2025,"publication_date":"2025-02-26","ids":{"openalex":"https://openalex.org/W4407953306","doi":"https://doi.org/10.1145/3701551.3708810"},"language":"en","primary_location":{"id":"doi:10.1145/3701551.3708810","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3701551.3708810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-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/A5030128722","display_name":"Leonie Basso","orcid":"https://orcid.org/0000-0002-8691-3219"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Leonie Basso","raw_affiliation_strings":["Hannover Medical School, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035434415","display_name":"Zahra Ahmadi","orcid":"https://orcid.org/0000-0003-1110-4756"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Zahra Ahmadi","raw_affiliation_strings":["Hannover Medical School, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004833443","display_name":"Steffen Oeltze\u2010Jafra","orcid":"https://orcid.org/0000-0002-6962-9080"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steffen Oeltze-Jafra","raw_affiliation_strings":["Hannover Medical School, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064219363","display_name":"Eike Petersen","orcid":"https://orcid.org/0000-0003-0097-3868"},"institutions":[{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Eike Petersen","raw_affiliation_strings":["Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany, &amp; Hannover Medical School, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany, &amp; Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I4210137873","https://openalex.org/I34809795"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002591562","display_name":"Hoen\u2010oh Shin","orcid":"https://orcid.org/0000-0002-3176-0075"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hoen-oh Shin","raw_affiliation_strings":["Hannover Medical School, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I34809795"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014470024","display_name":"Andrea Schenk","orcid":"https://orcid.org/0000-0003-1806-8380"},"institutions":[{"id":"https://openalex.org/I34809795","display_name":"Medizinische Hochschule Hannover","ror":"https://ror.org/00f2yqf98","country_code":"DE","type":"education","lineage":["https://openalex.org/I34809795"]},{"id":"https://openalex.org/I4210137873","display_name":"Fraunhofer Institute for Digital Medicine","ror":"https://ror.org/04farme71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210137873","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andrea Schenk","raw_affiliation_strings":["Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany, &amp; Hannover Medical School, Hannover, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany, &amp; Hannover Medical School, Hannover, Germany","institution_ids":["https://openalex.org/I4210137873","https://openalex.org/I34809795"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5030128722"],"corresponding_institution_ids":["https://openalex.org/I34809795"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05965815,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1102","last_page":"1103"},"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":0.9998000264167786,"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":0.9998000264167786,"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":0.9991000294685364,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9990000128746033,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.609817385673523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5271841287612915},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5241960883140564},{"id":"https://openalex.org/keywords/photon-counting","display_name":"Photon counting","score":0.5158768892288208},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.4142736792564392},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.37592145800590515},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3551862835884094},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32616329193115234},{"id":"https://openalex.org/keywords/photon","display_name":"Photon","score":0.3178175687789917},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3080900311470032},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.2607828974723816},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.14681527018547058},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10686030983924866},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.06557461619377136}],"concepts":[{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.609817385673523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5271841287612915},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5241960883140564},{"id":"https://openalex.org/C2781402376","wikidata":"https://www.wikidata.org/wiki/Q17126172","display_name":"Photon counting","level":3,"score":0.5158768892288208},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.4142736792564392},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.37592145800590515},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3551862835884094},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32616329193115234},{"id":"https://openalex.org/C159317903","wikidata":"https://www.wikidata.org/wiki/Q3198","display_name":"Photon","level":2,"score":0.3178175687789917},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3080900311470032},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.2607828974723816},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.14681527018547058},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10686030983924866},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.06557461619377136},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3701551.3708810","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3701551.3708810","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining","raw_type":"proceedings-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/487253","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/487253","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2946185430","https://openalex.org/W3128646645","https://openalex.org/W4387969470","https://openalex.org/W4389498161","https://openalex.org/W4400831136"],"related_works":["https://openalex.org/W1964806738","https://openalex.org/W4243779904","https://openalex.org/W2332066440","https://openalex.org/W4377691549","https://openalex.org/W2056973590","https://openalex.org/W3164196203","https://openalex.org/W2475288000","https://openalex.org/W2318014384","https://openalex.org/W2965938661","https://openalex.org/W2428333999"],"abstract_inverted_index":{"An":[0],"automatic":[1,60],"classification":[2,61],"of":[3,6,18,62,68,78],"the":[4,25,59,76,81],"malignancy":[5],"lung":[7,19,63],"nodules":[8],"in":[9,58],"computed":[10],"tomography":[11],"(CT)":[12],"scans":[13,54],"can":[14],"support":[15],"early":[16],"detection":[17],"cancer,":[20],"which":[21],"is":[22],"crucial":[23],"for":[24],"treatment":[26],"success.":[27],"The":[28],"novel":[29],"photon-counting":[30],"CT":[31],"(PCCT)":[32],"technology":[33],"enables":[34],"high":[35],"image":[36],"quality":[37],"with":[38],"a":[39,56,66],"low":[40],"radiation":[41],"dose":[42],"and":[43],"provides":[44],"additional":[45],"spectral":[46],"information.":[47],"This":[48],"research":[49],"focuses":[50],"on":[51],"whether":[52],"PCCT":[53,69],"offer":[55],"benefit":[57],"nodules.":[64],"Establishing":[65],"dataset":[67],"images":[70],"poses":[71],"several":[72],"challenges,":[73],"such":[74],"as":[75],"extraction":[77],"annotations":[79],"or":[80],"data":[82],"imbalance.":[83]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
