{"id":"https://openalex.org/W4415539604","doi":"https://doi.org/10.1145/3746027.3758282","title":"LUMOS: A Lumbar Multimodal Osteoporosis Screening Dataset with X-ray and CT images","display_name":"LUMOS: A Lumbar Multimodal Osteoporosis Screening Dataset with X-ray and CT images","publication_year":2025,"publication_date":"2025-10-25","ids":{"openalex":"https://openalex.org/W4415539604","doi":"https://doi.org/10.1145/3746027.3758282"},"language":null,"primary_location":{"id":"doi:10.1145/3746027.3758282","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746027.3758282","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3746027.3758282","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5015764304","display_name":"Keyue Shi","orcid":"https://orcid.org/0000-0001-7369-673X"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Keyue Shi","raw_affiliation_strings":["Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-7369-673X","affiliations":[{"raw_affiliation_string":"Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102026075","display_name":"Qianqian Shen","orcid":"https://orcid.org/0009-0001-4777-0542"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianqian Shen","raw_affiliation_strings":["Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0009-0001-4777-0542","affiliations":[{"raw_affiliation_string":"Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087185685","display_name":"Zhaoming Ye","orcid":"https://orcid.org/0000-0001-5951-5840"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaoming Ye","raw_affiliation_strings":["Department of Orthopaedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0001-5951-5840","affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057960522","display_name":"Liangjun Jiang","orcid":"https://orcid.org/0000-0003-3233-8033"},"institutions":[{"id":"https://openalex.org/I4210158318","display_name":"Second Affiliated Hospital of Zhejiang University","ror":"https://ror.org/059cjpv64","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210158318"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangjun Jiang","raw_affiliation_strings":["Department of Orthopaedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-3233-8033","affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, The Second Affiliated Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210158318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052757755","display_name":"Jiajun Bu","orcid":"https://orcid.org/0000-0002-1097-2044"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiajun Bu","raw_affiliation_strings":["Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0002-1097-2044","affiliations":[{"raw_affiliation_string":"Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047118636","display_name":"Haishuai Wang","orcid":"https://orcid.org/0000-0003-1617-0920"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haishuai Wang","raw_affiliation_strings":["Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China"],"raw_orcid":"https://orcid.org/0000-0003-1617-0920","affiliations":[{"raw_affiliation_string":"Zhejiang Key Lab of Accessible Perception & Intelligent Systems, Zhejiang University, Hangzhou, Zhejiang, China","institution_ids":["https://openalex.org/I4210123185"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25424714,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"13250","last_page":"13257"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T14510","display_name":"Medical Imaging and Analysis","score":1.0,"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"}},{"id":"https://openalex.org/T10071","display_name":"Bone health and osteoporosis research","score":0.9897000193595886,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports 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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9830999970436096,"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/osteoporosis","display_name":"Osteoporosis","score":0.8712000250816345},{"id":"https://openalex.org/keywords/lumbar","display_name":"Lumbar","score":0.6912999749183655},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.5203999876976013},{"id":"https://openalex.org/keywords/bone-mineral","display_name":"Bone mineral","score":0.5060999989509583},{"id":"https://openalex.org/keywords/lumbar-vertebrae","display_name":"Lumbar vertebrae","score":0.41359999775886536},{"id":"https://openalex.org/keywords/clinical-practice","display_name":"Clinical Practice","score":0.36890000104904175}],"concepts":[{"id":"https://openalex.org/C2776541429","wikidata":"https://www.wikidata.org/wiki/Q165328","display_name":"Osteoporosis","level":2,"score":0.8712000250816345},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.7027999758720398},{"id":"https://openalex.org/C44575665","wikidata":"https://www.wikidata.org/wiki/Q1293405","display_name":"Lumbar","level":2,"score":0.6912999749183655},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.5203999876976013},{"id":"https://openalex.org/C2776886416","wikidata":"https://www.wikidata.org/wiki/Q4941567","display_name":"Bone mineral","level":3,"score":0.5060999989509583},{"id":"https://openalex.org/C2779835254","wikidata":"https://www.wikidata.org/wiki/Q405478","display_name":"Lumbar vertebrae","level":3,"score":0.41359999775886536},{"id":"https://openalex.org/C2779974597","wikidata":"https://www.wikidata.org/wiki/Q28448986","display_name":"Clinical Practice","level":2,"score":0.36890000104904175},{"id":"https://openalex.org/C3017433307","wikidata":"https://www.wikidata.org/wiki/Q405478","display_name":"Lumbar spine","level":2,"score":0.3686000108718872},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.351500004529953},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34290000796318054},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.3382999897003174},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3260999917984009},{"id":"https://openalex.org/C1862650","wikidata":"https://www.wikidata.org/wiki/Q186005","display_name":"Physical therapy","level":1,"score":0.31290000677108765},{"id":"https://openalex.org/C2779329777","wikidata":"https://www.wikidata.org/wiki/Q2304401","display_name":"Bone density","level":3,"score":0.3125999867916107},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.3109000027179718}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3746027.3758282","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746027.3758282","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3746027.3758282","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3746027.3758282","pdf_url":null,"source":null,"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 33rd ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2045765808","https://openalex.org/W2102308673","https://openalex.org/W2110396808","https://openalex.org/W2185364340","https://openalex.org/W2803408836","https://openalex.org/W2924125488","https://openalex.org/W2965761874","https://openalex.org/W3045126142","https://openalex.org/W3081613390","https://openalex.org/W3112346810","https://openalex.org/W3201276366","https://openalex.org/W3212887679","https://openalex.org/W4221154041","https://openalex.org/W4284972878","https://openalex.org/W4296526806","https://openalex.org/W4327557209","https://openalex.org/W4385988285","https://openalex.org/W4386782089","https://openalex.org/W4390874575","https://openalex.org/W4390874592","https://openalex.org/W4402541917","https://openalex.org/W4405024802","https://openalex.org/W4406937641","https://openalex.org/W4407168282","https://openalex.org/W4407196210","https://openalex.org/W4409020396","https://openalex.org/W4409157816","https://openalex.org/W4409346371","https://openalex.org/W4409364245","https://openalex.org/W4410607388","https://openalex.org/W4410610469","https://openalex.org/W4412877021","https://openalex.org/W6947687359"],"related_works":[],"abstract_inverted_index":{"Osteoporosis":[0,116],"has":[1,59],"emerged":[2],"as":[3,36],"a":[4],"significant":[5],"global":[6],"public":[7,76],"health":[8],"challenge,":[9],"affecting":[10],"more":[11],"than":[12],"200":[13],"million":[14],"people":[15],"worldwide.":[16],"Precise":[17],"screening":[18],"through":[19],"bone":[20],"mineral":[21],"density":[22],"(BMD)":[23],"assessment":[24],"is":[25,46,159,208],"essential":[26],"for":[27,40,89,100,126,191],"timely":[28],"intervention.":[29],"Although":[30],"dual-energy":[31],"X-ray":[32,70],"absorptiometry":[33],"(DXA)":[34],"serves":[35],"the":[37,82,93,113,120,192,201],"gold":[38],"standard":[39],"BMD":[41,68,97,143,169],"evaluation,":[42],"its":[43],"widespread":[44],"application":[45],"hampered":[47],"by":[48],"high":[49],"costs":[50],"and":[51,66,71,92,103,145,150,171,177,194],"limited":[52],"accessibility.":[53],"In":[54],"recent":[55],"years,":[56],"deep":[57],"learning":[58],"demonstrated":[60],"great":[61],"potential":[62],"in":[63,183,200],"osteoporosis":[64,128,167,185],"classification":[65],"predicting":[67],"from":[69,134],"CT":[72,153],"scans.":[73,154],"However,":[74],"existing":[75],"datasets":[77,88],"have":[78],"notable":[79],"limitations,":[80],"particularly":[81],"absence":[83],"of":[84,95,157,196,204],"paired":[85],"multimodal":[86,122,178],"imaging":[87],"cross-modal":[90],"modeling":[91],"lack":[94],"accurate":[96],"annotations":[98],"required":[99],"osteoporosis-specific":[101],"research":[102,164],"clinical":[104,132],"model":[105],"optimization.":[106],"To":[107],"address":[108],"these":[109],"issues,":[110],"we":[111],"introduce":[112],"Lumbar":[114],"Multimodal":[115],"Screening":[117],"dataset":[118,123,207],"(LUMOS),":[119],"first":[121],"specifically":[124],"designed":[125],"lumbar":[127,140,152,184],"screening.":[129],"LUMOS":[130,158],"integrates":[131],"data":[133,189],"803":[135],"patients,":[136],"including":[137],"1,620":[138],"anteroposterior/lateral":[139],"X-rays":[141],"with":[142],"values":[144],"T-scores,":[146],"comprehensive":[147],"demographic":[148],"information,":[149],"280":[151],"The":[155,206],"advent":[156],"expected":[160],"to":[161],"propel":[162],"forward":[163],"on":[165],"automated":[166],"classification,":[168],"prediction,":[170],"other":[172],"related":[173],"tasks.":[174],"Its":[175],"standardized":[176],"nature":[179],"fills":[180],"critical":[181],"gaps":[182],"data,":[186],"providing":[187],"high-quality":[188],"support":[190],"development":[193],"validation":[195],"medical":[197],"AI":[198],"algorithms":[199],"early":[202],"detection":[203],"osteoporosis.":[205],"available":[209],"at":[210],"https://keyueshi.github.io/LUMOS/.":[211]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-25T00:00:00"}