{"id":"https://openalex.org/W4399144450","doi":"https://doi.org/10.1145/3654823.3654889","title":"Segmentation of Metastasized Pulmonary Nodules of Patients with Thyroid Cancer","display_name":"Segmentation of Metastasized Pulmonary Nodules of Patients with Thyroid Cancer","publication_year":2024,"publication_date":"2024-03-22","ids":{"openalex":"https://openalex.org/W4399144450","doi":"https://doi.org/10.1145/3654823.3654889"},"language":"en","primary_location":{"id":"doi:10.1145/3654823.3654889","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3654823.3654889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning","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/A5103023792","display_name":"Xujun Chen","orcid":"https://orcid.org/0009-0007-3719-0468"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xujun Chen","raw_affiliation_strings":["Soochow University, China"],"raw_orcid":"https://orcid.org/0009-0007-3719-0468","affiliations":[{"raw_affiliation_string":"Soochow University, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042090796","display_name":"Yixing Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I4210153519","display_name":"First Affiliated Hospital of Soochow University","ror":"https://ror.org/051jg5p78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153519"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yixing Lu","raw_affiliation_strings":["The First Affiliated Hospital of Soochow University, China"],"raw_orcid":"https://orcid.org/0000-0003-4895-4148","affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital of Soochow University, China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210153519"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034070094","display_name":"Wei Zou","orcid":null},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zou","raw_affiliation_strings":["Soochow University, China"],"raw_orcid":"https://orcid.org/0000-0003-2704-0021","affiliations":[{"raw_affiliation_string":"Soochow University, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050830339","display_name":"Nan Hu","orcid":"https://orcid.org/0000-0003-0573-660X"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Hu","raw_affiliation_strings":["Soochow University, China"],"raw_orcid":"https://orcid.org/0000-0003-0573-660X","affiliations":[{"raw_affiliation_string":"Soochow University, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035529157","display_name":"J Wang","orcid":"https://orcid.org/0000-0003-4843-2040"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Wang","raw_affiliation_strings":["Soochow University, China"],"raw_orcid":"https://orcid.org/0000-0003-4843-2040","affiliations":[{"raw_affiliation_string":"Soochow University, China","institution_ids":["https://openalex.org/I3923682"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100392769","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0001-5305-2494"},"institutions":[{"id":"https://openalex.org/I3923682","display_name":"Soochow University","ror":"https://ror.org/05t8y2r12","country_code":"CN","type":"education","lineage":["https://openalex.org/I3923682"]},{"id":"https://openalex.org/I4210153519","display_name":"First Affiliated Hospital of Soochow University","ror":"https://ror.org/051jg5p78","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210153519"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["The First Affiliated Hospital of Soochow University, China"],"raw_orcid":"https://orcid.org/0000-0001-5305-2494","affiliations":[{"raw_affiliation_string":"The First Affiliated Hospital of Soochow University, China","institution_ids":["https://openalex.org/I3923682","https://openalex.org/I4210153519"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5103023792"],"corresponding_institution_ids":["https://openalex.org/I3923682"],"apc_list":null,"apc_paid":null,"fwci":0.796,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73231726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"367","last_page":"371"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9955999851226807,"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":0.9955999851226807,"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/T10329","display_name":"Thyroid Cancer Diagnosis and Treatment","score":0.9843999743461609,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"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":0.9793999791145325,"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/segmentation","display_name":"Segmentation","score":0.6885439157485962},{"id":"https://openalex.org/keywords/nodule","display_name":"Nodule (geology)","score":0.6512132287025452},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.6201295256614685},{"id":"https://openalex.org/keywords/thyroid-nodules","display_name":"Thyroid nodules","score":0.6084052324295044},{"id":"https://openalex.org/keywords/thyroid-cancer","display_name":"Thyroid cancer","score":0.5650666952133179},{"id":"https://openalex.org/keywords/metastasis","display_name":"Metastasis","score":0.5395429134368896},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.5306348204612732},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47875112295150757},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4761604964733124},{"id":"https://openalex.org/keywords/thyroid","display_name":"Thyroid","score":0.4638056755065918},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.461712121963501},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4498710036277771},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39850908517837524},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.26872193813323975},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.21291059255599976},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.09467008709907532}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6885439157485962},{"id":"https://openalex.org/C2776731575","wikidata":"https://www.wikidata.org/wiki/Q2916245","display_name":"Nodule (geology)","level":2,"score":0.6512132287025452},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.6201295256614685},{"id":"https://openalex.org/C2779022025","wikidata":"https://www.wikidata.org/wiki/Q53829","display_name":"Thyroid nodules","level":3,"score":0.6084052324295044},{"id":"https://openalex.org/C2779761222","wikidata":"https://www.wikidata.org/wiki/Q826522","display_name":"Thyroid cancer","level":3,"score":0.5650666952133179},{"id":"https://openalex.org/C2779013556","wikidata":"https://www.wikidata.org/wiki/Q181876","display_name":"Metastasis","level":3,"score":0.5395429134368896},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.5306348204612732},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47875112295150757},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4761604964733124},{"id":"https://openalex.org/C526584372","wikidata":"https://www.wikidata.org/wiki/Q16399","display_name":"Thyroid","level":2,"score":0.4638056755065918},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.461712121963501},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4498710036277771},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39850908517837524},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.26872193813323975},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.21291059255599976},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.09467008709907532},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3654823.3654889","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3654823.3654889","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1757407923","https://openalex.org/W1986649315","https://openalex.org/W2009338800","https://openalex.org/W2104864065","https://openalex.org/W2377806452","https://openalex.org/W2603577764","https://openalex.org/W2611533960","https://openalex.org/W2735907390","https://openalex.org/W3174246506","https://openalex.org/W3194441438","https://openalex.org/W4210352025","https://openalex.org/W4214669832","https://openalex.org/W4318559684","https://openalex.org/W4319985880","https://openalex.org/W4327729941","https://openalex.org/W4362690257","https://openalex.org/W4387415147"],"related_works":["https://openalex.org/W3029276719","https://openalex.org/W3125611560","https://openalex.org/W2498632914","https://openalex.org/W45411538","https://openalex.org/W59410728","https://openalex.org/W2525654528","https://openalex.org/W2899112730","https://openalex.org/W3031210199","https://openalex.org/W2092893319","https://openalex.org/W3031740696"],"abstract_inverted_index":{"Lung":[0],"metastasis":[1,25,146],"of":[2,15,30,50,63,73,143,147],"thyroid":[3,33,53,148],"cancer":[4,149,186],"demonstrated":[5],"as":[6,81],"metastasized":[7,17],"pulmonary":[8,45],"nodules":[9,18,46],"on":[10,137],"CT":[11,48,141],"scans.":[12],"The":[13,106],"segmentation":[14,39,56,133],"such":[16],"is":[19],"a":[20,38],"key":[21],"issue":[22],"for":[23,42,140,183],"lung":[24,185],"diagnosis":[26],"and":[27,66,117,128,164,187,198],"progress":[28],"assessment":[29],"patients":[31,51,144],"with":[32,52,145],"cancer.":[34,54],"In":[35],"this":[36],"paper,":[37],"model":[40,57,153],"designed":[41],"segmenting":[43],"metastatic":[44],"in":[47,71,156,159,162,166,190,193,196,200],"scans":[49,142],"Our":[55],"fuses":[58],"features":[59,120,130],"from":[60,67],"input":[61,82,89],"patches":[62,90],"different":[64,68,87],"sizes":[65],"decoding":[69],"scales":[70],"terms":[72],"weight":[74,107],"blocks.":[75],"Two":[76],"parallel":[77],"ResUNet":[78],"are":[79,109],"utilized":[80],"branches":[83],"to":[84,91,113,123,131,179],"incorporate":[85],"two":[86],"sized":[88],"make":[92],"the":[93,96,132,138,180],"inputs":[94],"cover":[95],"whole":[97],"nodule":[98],"region":[99],"without":[100],"introducing":[101],"excessively":[102],"larger":[103],"background":[104],"noise.":[105],"blocks":[108],"used":[110],"not":[111],"only":[112],"highlight":[114],"informative":[115],"regions":[116,127],"most":[118,204],"relative":[119],"but":[121],"also":[122,170],"suppress":[124],"non-informative":[125],"noisy":[126],"irrelative":[129],"tasks.":[134],"Evaluation":[135,168],"results":[136,169],"dataset":[139,182],"demonstrate":[150],"that":[151,172],"our":[152,173],"achieves":[154,188],"90.19%":[155],"DSC,":[157,191],"92.47%":[158],"PPV,":[160,194],"89.92%":[161],"Sensitivity":[163,197],"87.03%":[165],"IoU.":[167],"show":[171],"method":[174],"can":[175],"be":[176],"well":[177],"transferred":[178],"LIDC-IDRI":[181],"primary":[184],"91.82%":[189],"89.77%":[192],"92.97%":[195],"87.70%":[199],"IoU,":[201],"which":[202],"outperforms":[203],"state-of-the-art":[205],"methods.":[206]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
