{"id":"https://openalex.org/W4402781916","doi":"https://doi.org/10.1002/aisy.202400357","title":"Cross\u2010Institutional Prediction System for Estimating Patient\u2010Specific Organ Dose from Chest CT Scans without Segmenting Internal Organs","display_name":"Cross\u2010Institutional Prediction System for Estimating Patient\u2010Specific Organ Dose from Chest CT Scans without Segmenting Internal Organs","publication_year":2024,"publication_date":"2024-09-23","ids":{"openalex":"https://openalex.org/W4402781916","doi":"https://doi.org/10.1002/aisy.202400357"},"language":"en","primary_location":{"id":"doi:10.1002/aisy.202400357","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202400357","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400357","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400357","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074945954","display_name":"Wencheng Shao","orcid":"https://orcid.org/0000-0002-9109-5361"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wencheng Shao","raw_affiliation_strings":["Institute of Radiation Medicine Fudan University  Shanghai 200032 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Radiation Medicine Fudan University  Shanghai 200032 China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005500130","display_name":"Zhenfa Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210099937","display_name":"Fourth People\u2019s Hospital of Jinan","ror":"https://ror.org/012xbj452","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210099937"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenfa Wan","raw_affiliation_strings":["Department of Medical Imaging The Fourth Hospital of Jinan City  Jinan Shandong 250031 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Imaging The Fourth Hospital of Jinan City  Jinan Shandong 250031 China","institution_ids":["https://openalex.org/I4210099937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108215333","display_name":"Ke Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210167212","display_name":"Shandong Center for Disease Control and Prevention","ror":"https://ror.org/027a61038","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210167212"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Yang","raw_affiliation_strings":["Department of Public Health Monitoring and Evaluation ShanDong Center for Disease Control and Prevention  Jinan 250014 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Public Health Monitoring and Evaluation ShanDong Center for Disease Control and Prevention  Jinan 250014 China","institution_ids":["https://openalex.org/I4210167212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107853258","display_name":"Xin Lin","orcid":"https://orcid.org/0000-0003-1027-5529"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Lin","raw_affiliation_strings":["Institute of Radiation Medicine Fudan University  Shanghai 200032 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Radiation Medicine Fudan University  Shanghai 200032 China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076451138","display_name":"Liangyong Qu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangyong Qu","raw_affiliation_strings":["Department of Radiology Shanghai Zhongye Hospital  Shanghai 201900 China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology Shanghai Zhongye Hospital  Shanghai 201900 China","institution_ids":["https://openalex.org/I4210127074"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113398616","display_name":"Weihai Zhuo","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weihai Zhuo","raw_affiliation_strings":["Institute of Radiation Medicine Fudan University  Shanghai 200032 China"],"raw_orcid":"https://orcid.org/0000-0002-9109-5361","affiliations":[{"raw_affiliation_string":"Institute of Radiation Medicine Fudan University  Shanghai 200032 China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002316047","display_name":"Haikuan Liu","orcid":"https://orcid.org/0000-0002-2781-2637"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Haikuan Liu","raw_affiliation_strings":["Institute of Radiation Medicine Fudan University  Shanghai 200032 China"],"raw_orcid":"https://orcid.org/0000-0002-2781-2637","affiliations":[{"raw_affiliation_string":"Institute of Radiation Medicine Fudan University  Shanghai 200032 China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5002316047","https://openalex.org/A5113398616"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":{"value":2750,"currency":"USD","value_usd":2750},"apc_paid":{"value":2750,"currency":"USD","value_usd":2750},"fwci":0.3032,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.52701653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"7","issue":"2","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9998000264167786,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9998000264167786,"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/T10844","display_name":"Radiation Dose and 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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9983000159263611,"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/radiology","display_name":"Radiology","score":0.509425699710846},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.47948893904685974},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.4111909866333008},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.35671186447143555}],"concepts":[{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.509425699710846},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.47948893904685974},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.4111909866333008},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.35671186447143555}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/aisy.202400357","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202400357","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400357","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1002/aisy.202400357","is_oa":true,"landing_page_url":"https://doi.org/10.1002/aisy.202400357","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1002/aisy.202400357","source":{"id":"https://openalex.org/S4210212817","display_name":"Advanced Intelligent Systems","issn_l":"2640-4567","issn":["2640-4567"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advanced Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4653037073","display_name":null,"funder_award_id":"12075064","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4402781916.pdf","grobid_xml":"https://content.openalex.org/works/W4402781916.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W2031300874","https://openalex.org/W2052299532","https://openalex.org/W2100533308","https://openalex.org/W2107166114","https://openalex.org/W2121571320","https://openalex.org/W2122692815","https://openalex.org/W2127334464","https://openalex.org/W2129736317","https://openalex.org/W2131453056","https://openalex.org/W2148922754","https://openalex.org/W2153549888","https://openalex.org/W2172017118","https://openalex.org/W2483704245","https://openalex.org/W2767128594","https://openalex.org/W2950663303","https://openalex.org/W2975354219","https://openalex.org/W3010061930","https://openalex.org/W3011021710","https://openalex.org/W3046399018","https://openalex.org/W3113178943","https://openalex.org/W4211109064","https://openalex.org/W4382181921","https://openalex.org/W4389607810"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W4285163831"],"abstract_inverted_index":{"This":[0],"study":[1,26],"aims":[2],"to":[3,28,96,142,150,168],"establish":[4],"and":[5,68,84,116,131,144,162,196,203],"validate":[6],"a":[7],"cross\u2010institutional":[8,85,197],"prediction":[9],"system":[10],"for":[11,42],"estimating":[12],"patient\u2010specific":[13],"organ":[14,37,44,81,98,182],"doses":[15,72,99,183],"from":[16,50,55,63,100,140,148,166,176,184],"chest":[17,51,65,101,124,185],"CT":[18,52,66,102,186],"scans.":[19,103,187],"By":[20],"collaborating":[21],"across":[22,193],"multiple":[23],"institutions,":[24,195],"the":[25,40,64,158],"seeks":[27],"develop":[29],"models":[30,90,135,153,171,198],"that":[31],"allow":[32],"rapid":[33],"online":[34],"estimation":[35],"of":[36,160],"doses,":[38],"eliminating":[39],"need":[41],"complex":[43],"segmentation.":[45],"Researchers":[46],"delineate":[47],"skin":[48,69,177],"outlines":[49,178],"images":[53],"obtained":[54],"two":[56],"different":[57,194],"institutions.":[58],"Radiomics":[59],"features":[60,95,175],"are":[61,73,91],"extracted":[62],"data":[67],"contours.":[70],"Organ":[71],"computed":[74],"using":[75,108],"Monte":[76],"Carlo":[77],"simulations":[78],"as":[79],"reference":[80],"doses.":[82],"Single\u2010":[83],"support":[86],"vector":[87],"regression":[88],"(SVR)":[89],"trained":[92,172],"with":[93,173],"radiomics":[94,174],"predict":[97],"Model":[104],"performance":[105],"is":[106,191],"assessed":[107],"metrics":[109],"like":[110],"maean":[111],"absolute":[112],"percentage":[113],"error":[114],"(MAPE)":[115],"R":[117,120,145,163],"\u2010squared":[118],"(":[119],"2":[121,146,164],").":[122],"For":[123],"organs":[125],"(lungs,":[126],"heart,":[127],"spinal":[128],"cord,":[129],"trachea,":[130],"esophagus),":[132],"single\u2010institutional":[133],"SVR":[134,170],"achieve":[136],"MAPE":[137,155],"values":[138,147,156,165],"ranging":[139],"4.72%":[141],"15.31%":[143],"0.73":[149],"0.93.":[151],"Cross\u2010institutional":[152],"have":[154],"in":[157],"range":[159],"2.16\u20137.49%":[161],"0.84":[167],"0.99.":[169],"can":[179],"reliably":[180],"estimate":[181],"The":[188],"proposed":[189],"method":[190],"applicable":[192],"enhance":[199],"predictive":[200],"accuracy,":[201],"generality,":[202],"robustness.":[204]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
