{"id":"https://openalex.org/W7124206425","doi":"https://doi.org/10.1145/3777577.3777671","title":"Dynamic \u00b9\u2078F-FDG-PET\u2013Based Time-Series Analysis for Differentiating Benign and Malignant Pulmonary Lesions","display_name":"Dynamic \u00b9\u2078F-FDG-PET\u2013Based Time-Series Analysis for Differentiating Benign and Malignant Pulmonary Lesions","publication_year":2025,"publication_date":"2025-10-24","ids":{"openalex":"https://openalex.org/W7124206425","doi":"https://doi.org/10.1145/3777577.3777671"},"language":null,"primary_location":{"id":"doi:10.1145/3777577.3777671","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3777577.3777671","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3777577.3777671","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103417091","display_name":"Zhiheng Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiheng Yao","raw_affiliation_strings":["Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0002-9920-0178","affiliations":[{"raw_affiliation_string":"Department of Biomedical Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yubo Wang","orcid":"https://orcid.org/0009-0004-1491-2067"},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I4210089431","display_name":"National Cancer Center","ror":"https://ror.org/0065zqt33","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089431"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yubo Wang","raw_affiliation_strings":["Department of Nuclear Medicine, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital &amp; Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0009-0004-1491-2067","affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital &amp; Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I4210089431"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114237676","display_name":"Yaping Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133534","display_name":"Henan Provincial People's Hospital","ror":"https://ror.org/03f72zw41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210133534"]},{"id":"https://openalex.org/I4210149496","display_name":"Zhengzhou People's Hospital","ror":"https://ror.org/04tgrpw60","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210149496"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaping Wu","raw_affiliation_strings":["Henan Provincial People's Hospital and Zhengzhou People's Hospital, Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0009-0002-4469-6858","affiliations":[{"raw_affiliation_string":"Henan Provincial People's Hospital and Zhengzhou People's Hospital, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210133534","https://openalex.org/I4210149496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5121864846","display_name":"Meiyun Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210133534","display_name":"Henan Provincial People's Hospital","ror":"https://ror.org/03f72zw41","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210133534"]},{"id":"https://openalex.org/I4210149496","display_name":"Zhengzhou People's Hospital","ror":"https://ror.org/04tgrpw60","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210149496"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meiyun Wang","raw_affiliation_strings":["Henan Provincial People's Hospital and Zhengzhou People's Hospital, Zhengzhou University, Zhengzhou, Henan, China"],"raw_orcid":"https://orcid.org/0009-0003-2510-0286","affiliations":[{"raw_affiliation_string":"Henan Provincial People's Hospital and Zhengzhou People's Hospital, Zhengzhou University, Zhengzhou, Henan, China","institution_ids":["https://openalex.org/I4210133534","https://openalex.org/I4210149496"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5123034446","display_name":"Ying Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I200296433","display_name":"Chinese Academy of Medical Sciences & Peking Union Medical College","ror":"https://ror.org/02drdmm93","country_code":"CN","type":"education","lineage":["https://openalex.org/I200296433"]},{"id":"https://openalex.org/I4210089431","display_name":"National Cancer Center","ror":"https://ror.org/0065zqt33","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210089431"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Ying Liang","raw_affiliation_strings":["Department of Nuclear Medicine, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital &amp; Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-4939-8705","affiliations":[{"raw_affiliation_string":"Department of Nuclear Medicine, National Cancer Center, National Clinical Research Center for Cancer, Cancer Hospital &amp; Shenzhen Hospital, Chinese Academy of Medical Sciences and Peking Union Medical College, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I200296433","https://openalex.org/I4210089431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5123046617","display_name":"Tao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210145761","display_name":"Shenzhen Institutes of Advanced Technology","ror":"https://ror.org/04gh4er46","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210145761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Sun","raw_affiliation_strings":["Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China"],"raw_orcid":"https://orcid.org/0000-0002-6734-6837","affiliations":[{"raw_affiliation_string":"Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institute of Advanced Technology, Chinese Academy of Sciences, Shenzhen, Guangdong, China","institution_ids":["https://openalex.org/I4210145761","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"573","last_page":"578"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.570900022983551,"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"}},"topics":[{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.570900022983551,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.14329999685287476,"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":0.11069999635219574,"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/lesion","display_name":"Lesion","score":0.4991999864578247},{"id":"https://openalex.org/keywords/positron-emission-tomography","display_name":"Positron emission tomography","score":0.4018000066280365},{"id":"https://openalex.org/keywords/dynamic-imaging","display_name":"Dynamic imaging","score":0.34790000319480896},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.34220001101493835},{"id":"https://openalex.org/keywords/metabolic-activity","display_name":"Metabolic activity","score":0.30809998512268066},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3061999976634979}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.5827999711036682},{"id":"https://openalex.org/C2781156865","wikidata":"https://www.wikidata.org/wiki/Q827023","display_name":"Lesion","level":2,"score":0.4991999864578247},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4462999999523163},{"id":"https://openalex.org/C2775842073","wikidata":"https://www.wikidata.org/wiki/Q208376","display_name":"Positron emission tomography","level":2,"score":0.4018000066280365},{"id":"https://openalex.org/C197301865","wikidata":"https://www.wikidata.org/wiki/Q5318983","display_name":"Dynamic imaging","level":5,"score":0.34790000319480896},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.34220001101493835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33090001344680786},{"id":"https://openalex.org/C2993927895","wikidata":"https://www.wikidata.org/wiki/Q1057","display_name":"Metabolic activity","level":2,"score":0.30809998512268066},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3061999976634979},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3009999990463257},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2897000014781952},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.27799999713897705},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.27300000190734863},{"id":"https://openalex.org/C2777027219","wikidata":"https://www.wikidata.org/wiki/Q1284190","display_name":"Constant (computer programming)","level":2,"score":0.2702000141143799},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.257099986076355}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3777577.3777671","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3777577.3777671","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3777577.3777671","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3777577.3777671","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2025 6th International Symposium on Artificial Intelligence for Medical Sciences","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2127890285","https://openalex.org/W2238016186","https://openalex.org/W3026410403","https://openalex.org/W3046447673","https://openalex.org/W4324117716","https://openalex.org/W4390501277","https://openalex.org/W4392462794","https://openalex.org/W4396795992"],"related_works":[],"abstract_inverted_index":{"Accurate":[0],"characterization":[1],"of":[2,33,40,48],"pulmonary":[3],"lesions":[4],"is":[5],"critical":[6],"for":[7],"guiding":[8],"clinical":[9],"management,":[10],"yet":[11],"conventional":[12],"static":[13,66],"18F-FDG-PET":[14],"metrics":[15],"such":[16],"as":[17],"SUVmax":[18],"and":[19],"kinetic":[20],"constants":[21],"often":[22],"provide":[23],"limited":[24],"diagnostic":[25],"value.":[26],"Dynamic":[27],"PET":[28],"imaging":[29],"enables":[30],"continuous":[31],"monitoring":[32],"tracer":[34],"uptake,":[35],"thereby":[36],"capturing":[37],"temporal":[38],"patterns":[39],"metabolic":[41],"activity":[42],"that":[43],"may":[44],"reveal":[45],"distinctive":[46],"signatures":[47],"malignancy.":[49],"This":[50],"study":[51],"explores":[52],"whether":[53],"deep":[54],"learning":[55],"applied":[56],"to":[57],"time-activity":[58],"curves":[59],"(TACs)":[60],"can":[61],"enhance":[62],"lesion":[63],"classification":[64],"beyond":[65],"or":[67],"semi-quantitative":[68],"parameters.":[69]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2026-01-15T00:00:00"}
