{"id":"https://openalex.org/W4285243643","doi":"https://doi.org/10.1109/tetci.2022.3171311","title":"A Novel Deep Learning Framework Based Mask-Guided Attention Mechanism for Distant Metastasis Prediction of Lung Cancer","display_name":"A Novel Deep Learning Framework Based Mask-Guided Attention Mechanism for Distant Metastasis Prediction of Lung Cancer","publication_year":2022,"publication_date":"2022-05-17","ids":{"openalex":"https://openalex.org/W4285243643","doi":"https://doi.org/10.1109/tetci.2022.3171311"},"language":"en","primary_location":{"id":"doi:10.1109/tetci.2022.3171311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3171311","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","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/A5057987358","display_name":"Zhe Li","orcid":"https://orcid.org/0000-0003-4716-614X"},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Li","raw_affiliation_strings":["School of Cyberspace Science and Technology, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-4716-614X","affiliations":[{"raw_affiliation_string":"School of Cyberspace Science and Technology, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741076","display_name":"Shuo Wang","orcid":"https://orcid.org/0000-0002-3032-8723"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuo Wang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018540311","display_name":"Yu He","orcid":"https://orcid.org/0000-0001-8728-7670"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Yu","raw_affiliation_strings":["Department of Respiratory and Critical Care Medicine, Sichuan University West China Hospital, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Respiratory and Critical Care Medicine, Sichuan University West China Hospital, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051776525","display_name":"Yongbei Zhu","orcid":"https://orcid.org/0000-0003-0824-1821"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbei Zhu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0824-1821","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030748202","display_name":"Qingxia Wu","orcid":"https://orcid.org/0000-0003-4888-8830"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingxia Wu","raw_affiliation_strings":["College of Medicine and Biomedical Information Engineering, Northeastern University, Shenyang, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Medicine and Biomedical Information Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023912401","display_name":"Liusu Wang","orcid":"https://orcid.org/0000-0002-2530-7194"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liusu Wang","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2530-7194","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058420911","display_name":"Zhangjie Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangjie Wu","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010628252","display_name":"Yuncui Gan","orcid":"https://orcid.org/0000-0002-4657-9498"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuncui Gan","raw_affiliation_strings":["Department of Respiratory and Critical Care Medicine, Sichuan University West China Hospital, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Respiratory and Critical Care Medicine, Sichuan University West China Hospital, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100367604","display_name":"Weimin Li","orcid":"https://orcid.org/0000-0001-8622-4336"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I4210089761","display_name":"West China Hospital of Sichuan University","ror":"https://ror.org/007mrxy13","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210089761"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weimin Li","raw_affiliation_strings":["Department of Respiratory and Critical Care Medicine, Sichuan University West China Hospital, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Respiratory and Critical Care Medicine, Sichuan University West China Hospital, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I4210089761"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028613953","display_name":"Bensheng Qiu","orcid":null},"institutions":[{"id":"https://openalex.org/I126520041","display_name":"University of Science and Technology of China","ror":"https://ror.org/04c4dkn09","country_code":"CN","type":"education","lineage":["https://openalex.org/I126520041","https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bensheng Qiu","raw_affiliation_strings":["Medical Imaging Center, University of Science and Technology of China, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0003-2987-7378","affiliations":[{"raw_affiliation_string":"Medical Imaging Center, University of Science and Technology of China, Hefei, China","institution_ids":["https://openalex.org/I126520041"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112234501","display_name":"Jie Tian","orcid":"https://orcid.org/0000-0002-7069-8817"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Tian","raw_affiliation_strings":["Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-7069-8817","affiliations":[{"raw_affiliation_string":"Beijing Advanced Innovation Center for Big Data-Based Precision Medicine, School of Engineering Medicine, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"CAS Key Laboratory of Molecular Imaging, Institute of Automation, Beijing, China","institution_ids":["https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.4147,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.95121065,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"7","issue":"2","first_page":"330","last_page":"341"},"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":0.9997000098228455,"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":0.9997000098228455,"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":0.9994999766349792,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9959999918937683,"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/leverage","display_name":"Leverage (statistics)","score":0.757034182548523},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6092276573181152},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5922799706459045},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5682487487792969},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5646560192108154},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5508995056152344},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4572862982749939},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1995919942855835},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.130255788564682}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.757034182548523},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6092276573181152},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5922799706459045},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5682487487792969},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5646560192108154},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5508995056152344},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4572862982749939},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1995919942855835},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.130255788564682},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tetci.2022.3171311","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tetci.2022.3171311","pdf_url":null,"source":{"id":"https://openalex.org/S4210210251","display_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","issn_l":"2471-285X","issn":["2471-285X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Emerging Topics in Computational Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6600000262260437,"display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G2433919987","display_name":null,"funder_award_id":"91859203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3188853284","display_name":"\u57fa\u4e8e\u591a\u6a21\u6001\u5f71\u50cf\u7ec4\u5b66\u7684\u809d\u7ec6\u80de\u764c\u5fae\u8840\u7ba1\u4fb5\u72af\u9884\u6d4b\u5173\u952e\u95ee\u9898\u7814\u7a76","funder_award_id":"81930053","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G381227879","display_name":null,"funder_award_id":"2020M670101","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G3856968151","display_name":null,"funder_award_id":"82001913","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6288977234","display_name":null,"funder_award_id":"62027901","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7713229876","display_name":null,"funder_award_id":"2019TQ0019","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1987054640","https://openalex.org/W2006213157","https://openalex.org/W2009911194","https://openalex.org/W2032154159","https://openalex.org/W2032776898","https://openalex.org/W2295107390","https://openalex.org/W2394599079","https://openalex.org/W2497746146","https://openalex.org/W2550553598","https://openalex.org/W2565639579","https://openalex.org/W2598574140","https://openalex.org/W2752782242","https://openalex.org/W2768135365","https://openalex.org/W2788673917","https://openalex.org/W2798775284","https://openalex.org/W2806597033","https://openalex.org/W2806717565","https://openalex.org/W2884030607","https://openalex.org/W2884585870","https://openalex.org/W2885156408","https://openalex.org/W2899315113","https://openalex.org/W2901998432","https://openalex.org/W2907845095","https://openalex.org/W2910380368","https://openalex.org/W2941137223","https://openalex.org/W2960170118","https://openalex.org/W2963446712","https://openalex.org/W2967359135","https://openalex.org/W2971531037","https://openalex.org/W2979736498","https://openalex.org/W2982642910","https://openalex.org/W3002312636","https://openalex.org/W3011050484","https://openalex.org/W3027764902","https://openalex.org/W3028070348","https://openalex.org/W3042181089","https://openalex.org/W3101677789","https://openalex.org/W3102875249","https://openalex.org/W3120324839","https://openalex.org/W3134487554","https://openalex.org/W6631190155","https://openalex.org/W6684665197"],"related_works":["https://openalex.org/W4380075502","https://openalex.org/W4223943233","https://openalex.org/W4312200629","https://openalex.org/W4360585206","https://openalex.org/W4364306694","https://openalex.org/W4380086463","https://openalex.org/W4225161397","https://openalex.org/W3014300295","https://openalex.org/W3164822677","https://openalex.org/W2795261237"],"abstract_inverted_index":{"Distant":[0],"metastasis":[1],"(DM)":[2],"is":[3,14,40,140,242],"the":[4,24,65,107,134,141,159,168,176,197,205,225,231,238],"leading":[5],"cause":[6],"of":[7,136,180,208,211,215],"death":[8],"in":[9,31,45,106,113,172],"advanced":[10],"lung":[11,109,192,220],"cancer,":[12],"which":[13,63,217],"diagnosed":[15],"by":[16],"positron":[17],"emission":[18],"tomography":[19,35],"(PET)":[20],"scanning.":[21],"Compared":[22],"with":[23,202],"expensive":[25],"price":[26],"and":[27,43,110,115,148,213,224],"nocuous":[28],"contrast":[29],"medium":[30],"PET,":[32],"using":[33],"computed":[34],"(CT)":[36],"for":[37,60,90,122,155],"DM":[38,61,91,156,188],"diagnosis":[39,222],"more":[41],"economical":[42],"convenient":[44],"clinical":[46],"practice.":[47],"However,":[48],"most":[49],"existing":[50],"methods":[51,223],"only":[52],"analyze":[53],"tumor":[54,147],"regions":[55],"to":[56,101,133,144,174],"extract":[57],"local":[58,111],"features":[59,105,112,171],"prediction,":[62,92],"neglects":[64],"rich":[66],"whole-lung":[67,149],"information.":[68],"To":[69],"alleviate":[70],"this":[71,139],"problem,":[72],"we":[73],"propose":[74],"a":[75,94,116,152,186],"novel":[76],"deep":[77,117,161],"learning":[78],"framework":[79],"based":[80],"mask-guided":[81,153],"attention":[82,119,163],"mechanism":[83,154],"called":[84],"Mask-Guided":[85],"Two-stream":[86],"Attention":[87],"network":[88,99],"(MGTA)":[89],"including":[93,190],"3D":[95],"pseudo-siamese":[96],"feature":[97,124,177],"pyramid":[98],"(PSFPN)":[100],"learn":[102],"both":[103],"global":[104],"whole":[108],"tumor;":[114],"cascaded":[118],"module":[120,164],"(DCAM)":[121],"further":[123],"fusion.":[125],"The":[126],"proposed":[127,160],"MGTA":[128,198,232],"enjoys":[129],"several":[130],"merits.":[131],"First,":[132],"best":[135],"our":[137],"knowledge,":[138],"first":[142],"work":[143],"simultaneously":[145],"mine":[146],"information":[150],"through":[151],"prediction.":[157],"Second,":[158],"cascade":[162],"can":[165],"effectively":[166],"leverage":[167],"complementary":[169],"multi-level":[170],"PSFPN":[173],"enhance":[175],"recognition":[178],"capacity":[179],"small":[181],"tumors.":[182],"Extensive":[183],"experiments":[184],"on":[185],"large-scale":[187],"dataset":[189],"2814":[191],"cancer":[193,221],"patients":[194],"show":[195],"that":[196],"achieves":[199],"good":[200],"performance":[201],"area":[203],"under":[204],"curve":[206],"(AUC)":[207],"0.822;":[209],"sensitivity":[210],"0.753;":[212],"specificity":[214],"0.743,":[216],"outperforms":[218],"state-of-the-art":[219],"commonly":[226],"used":[227],"tumor-based":[228],"methods.":[229],"Furthermore,":[230],"shows":[233],"large":[234],"improvement":[235],"especially":[236],"when":[237],"training":[239],"data":[240],"size":[241],"small.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}