{"id":"https://openalex.org/W4412854991","doi":"https://doi.org/10.1002/ima.70173","title":"Multimodal MRI \u2010Based Glioma Segmentation and MGMT Promoter Methylation Status Prediction Using Multitask Learning Architecture","display_name":"Multimodal MRI \u2010Based Glioma Segmentation and MGMT Promoter Methylation Status Prediction Using Multitask Learning Architecture","publication_year":2025,"publication_date":"2025-08-02","ids":{"openalex":"https://openalex.org/W4412854991","doi":"https://doi.org/10.1002/ima.70173"},"language":"en","primary_location":{"id":"doi:10.1002/ima.70173","is_oa":false,"landing_page_url":"https://doi.org/10.1002/ima.70173","pdf_url":null,"source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Imaging Systems and Technology","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/A5101018515","display_name":"Jingyu Zhu","orcid":"https://orcid.org/0009-0004-2588-484X"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyu Zhu","raw_affiliation_strings":["Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University  Hangzhou China","Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003728262","display_name":"Yuehui Liao","orcid":"https://orcid.org/0009-0006-0785-4596"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuehui Liao","raw_affiliation_strings":["School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104244856","display_name":"Yu Chen","orcid":"https://orcid.org/0000-0003-3928-3143"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Chen","raw_affiliation_strings":["School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048293972","display_name":"Feng Gao","orcid":"https://orcid.org/0000-0002-4969-5195"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feng Gao","raw_affiliation_strings":["Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University  Hangzhou China","Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruipeng Li","orcid":"https://orcid.org/0009-0003-8154-6485"},"institutions":[{"id":"https://openalex.org/I4210122980","display_name":"Third People's Hospital of Hangzhou","ror":"https://ror.org/02sysn258","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210122980"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruipeng Li","raw_affiliation_strings":["Hangzhou Third People's Hospital  Hangzhou China","Hangzhou Third People's Hospital, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0003-8154-6485","affiliations":[{"raw_affiliation_string":"Hangzhou Third People's Hospital  Hangzhou China","institution_ids":["https://openalex.org/I4210122980"]},{"raw_affiliation_string":"Hangzhou Third People's Hospital, Hangzhou, China","institution_ids":["https://openalex.org/I4210122980"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100436460","display_name":"Guang Yang","orcid":"https://orcid.org/0000-0001-7344-7733"},"institutions":[{"id":"https://openalex.org/I183935753","display_name":"King's College London","ror":"https://ror.org/0220mzb33","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I183935753"]},{"id":"https://openalex.org/I4210096640","display_name":"Royal Brompton Hospital","ror":"https://ror.org/00cv4n034","country_code":"GB","type":"healthcare","lineage":["https://openalex.org/I2800036501","https://openalex.org/I4210096640"]},{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Guang Yang","raw_affiliation_strings":["Bioengineering Department and Imperial\u2010X Imperial College London  London UK","Cardiovascular Research Centre Royal Brompton Hospital  London UK","National Heart and Lung Institute Imperial College London  London UK","School of Biomedical Engineering &amp; Imaging Sciences King's College London  London UK","Cardiovascular Research Centre, Royal Brompton Hospital, London, UK","National Heart and Lung Institute, Imperial College London, London, UK","School of Biomedical Engineering &amp; Imaging Sciences King's College London London UK"],"raw_orcid":"https://orcid.org/0000-0001-7344-7733","affiliations":[{"raw_affiliation_string":"Bioengineering Department and Imperial\u2010X Imperial College London  London UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Cardiovascular Research Centre Royal Brompton Hospital  London UK","institution_ids":["https://openalex.org/I4210096640"]},{"raw_affiliation_string":"National Heart and Lung Institute Imperial College London  London UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"School of Biomedical Engineering &amp; Imaging Sciences King's College London  London UK","institution_ids":["https://openalex.org/I183935753"]},{"raw_affiliation_string":"Cardiovascular Research Centre, Royal Brompton Hospital, London, UK","institution_ids":["https://openalex.org/I4210096640"]},{"raw_affiliation_string":"National Heart and Lung Institute, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"School of Biomedical Engineering &amp; Imaging Sciences King's College London London UK","institution_ids":["https://openalex.org/I183935753"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038137607","display_name":"Xiaobo Lai","orcid":"https://orcid.org/0000-0002-1305-5057"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaobo Lai","raw_affiliation_strings":["Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University  Hangzhou China","School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1305-5057","affiliations":[{"raw_affiliation_string":"Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100394984","display_name":"Jing Chen","orcid":"https://orcid.org/0000-0003-3576-7247"},"institutions":[{"id":"https://openalex.org/I114539943","display_name":"Zhejiang Chinese Medical University","ror":"https://ror.org/04epb4p87","country_code":"CN","type":"education","lineage":["https://openalex.org/I114539943"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Chen","raw_affiliation_strings":["School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3576-7247","affiliations":[{"raw_affiliation_string":"School of Medical Technology and Information Engineering Zhejiang Chinese Medical University  Hangzhou China","institution_ids":["https://openalex.org/I114539943"]},{"raw_affiliation_string":"School of Medical Technology and Information Engineering, Zhejiang Chinese Medical University, Hangzhou, China","institution_ids":["https://openalex.org/I114539943"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038137607","https://openalex.org/A5100394984"],"corresponding_institution_ids":["https://openalex.org/I114539943"],"apc_list":{"value":3800,"currency":"USD","value_usd":3800},"apc_paid":null,"fwci":2.769,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91246784,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"35","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9991999864578247,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5470512509346008},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5325754284858704},{"id":"https://openalex.org/keywords/methylation","display_name":"Methylation","score":0.531177282333374},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.531109631061554},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44202110171318054},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.3389069437980652},{"id":"https://openalex.org/keywords/cancer-research","display_name":"Cancer research","score":0.3026667833328247},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23283100128173828},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.14654934406280518},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.10347214341163635}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5470512509346008},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5325754284858704},{"id":"https://openalex.org/C33288867","wikidata":"https://www.wikidata.org/wiki/Q518328","display_name":"Methylation","level":3,"score":0.531177282333374},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.531109631061554},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44202110171318054},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.3389069437980652},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.3026667833328247},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23283100128173828},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.14654934406280518},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.10347214341163635}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1002/ima.70173","is_oa":false,"landing_page_url":"https://doi.org/10.1002/ima.70173","pdf_url":null,"source":{"id":"https://openalex.org/S15952048","display_name":"International Journal of Imaging Systems and Technology","issn_l":"0899-9457","issn":["0899-9457","1098-1098"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Imaging Systems and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1285418384","display_name":null,"funder_award_id":"IECNSFC211235","funder_id":"https://openalex.org/F4320320006","funder_display_name":"Royal Society"},{"id":"https://openalex.org/G2857721906","display_name":null,"funder_award_id":"62072413","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7986630670","display_name":null,"funder_award_id":"952172","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"}],"funders":[{"id":"https://openalex.org/F4320320006","display_name":"Royal Society","ror":"https://ror.org/03wnrjx87"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1901129140","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2253429366","https://openalex.org/W2367516440","https://openalex.org/W2464708700","https://openalex.org/W2744130673","https://openalex.org/W2752782242","https://openalex.org/W2763355946","https://openalex.org/W2774320778","https://openalex.org/W2802159733","https://openalex.org/W2884285850","https://openalex.org/W2891484912","https://openalex.org/W2913340405","https://openalex.org/W2951141079","https://openalex.org/W2955058313","https://openalex.org/W2962914239","https://openalex.org/W2963446712","https://openalex.org/W2963677766","https://openalex.org/W2963881378","https://openalex.org/W2999983497","https://openalex.org/W3089034824","https://openalex.org/W3106904274","https://openalex.org/W3112701542","https://openalex.org/W3131500599","https://openalex.org/W3133858468","https://openalex.org/W3134284631","https://openalex.org/W3138516171","https://openalex.org/W3153939879","https://openalex.org/W3165737610","https://openalex.org/W3172883640","https://openalex.org/W3174246647","https://openalex.org/W3203026055","https://openalex.org/W3203841574","https://openalex.org/W4205868820","https://openalex.org/W4212863271","https://openalex.org/W4214592090","https://openalex.org/W4221163766","https://openalex.org/W4226385270","https://openalex.org/W4294554810","https://openalex.org/W4306406160","https://openalex.org/W4309477120","https://openalex.org/W4312180618","https://openalex.org/W4312568229","https://openalex.org/W4313543320","https://openalex.org/W4384159609","https://openalex.org/W4386858051","https://openalex.org/W4387211248","https://openalex.org/W4387813298","https://openalex.org/W4391528928","https://openalex.org/W4392903273","https://openalex.org/W4400548352","https://openalex.org/W4400806497","https://openalex.org/W4400814984","https://openalex.org/W4400831136","https://openalex.org/W4400881081"],"related_works":["https://openalex.org/W3208778134","https://openalex.org/W3005931108","https://openalex.org/W4386951147","https://openalex.org/W2887359201","https://openalex.org/W4308767530","https://openalex.org/W4412637781","https://openalex.org/W2362999506","https://openalex.org/W4205170363","https://openalex.org/W4223451915","https://openalex.org/W4220833452"],"abstract_inverted_index":{"ABSTRACT":[0],"Accurate":[1],"identification":[2],"of":[3,11,106,133,151,185],"brain":[4],"tumor":[5,38,76,92],"regions":[6],"(glioma":[7],"segmentation)":[8],"and":[9,40,59,123,138,162,191],"prediction":[10,63],"O6\u2010methylguanine\u2010DNA":[12],"methyltransferase":[13],"(MGMT)":[14],"promoter":[15,61,103,143],"methylation":[16,41,62,144,168],"are":[17,28],"essential":[18],"for":[19,135,141,167,188],"guiding":[20,189],"therapy":[21],"in":[22,117,154],"glioma":[23,57,136],"patients.":[24],"Typically,":[25],"these":[26],"tasks":[27,116],"conducted":[29],"separately,":[30],"limiting":[31],"performance":[32,147],"by":[33],"neglecting":[34],"the":[35,95,114,121,149,183],"relationship":[36],"between":[37],"localization":[39],"status.":[42,169],"To":[43],"address":[44],"this":[45],"gap,":[46],"we":[47],"propose":[48],"TAUM\u2010Net,":[49],"a":[50,79,109,130],"multitask":[51,152],"learning":[52,153],"model":[53],"that":[54,112],"simultaneously":[55],"performs":[56],"segmentation":[58,137,160],"MGMT":[60,102,142],"from":[64],"MRI":[65],"scans.":[66],"TAUM\u2010Net":[67],"merges":[68],"convolutional":[69],"neural":[70],"networks":[71],"(CNNs),":[72],"which":[73,107],"capture":[74],"local":[75],"details,":[77],"with":[78],"Transformer":[80],"architecture":[81],"modeling":[82],"global":[83],"structural":[84],"features.":[85],"It":[86],"uses":[87],"two":[88,115],"branches:":[89],"one":[90],"refines":[91],"boundaries,":[93],"while":[94],"other":[96],"aggregates":[97],"multi\u2010scale":[98],"information":[99],"to":[100],"predict":[101],"methylation,":[104],"both":[105],"share":[108],"unified":[110],"representation":[111],"optimizes":[113],"tandem.":[118],"Evaluations":[119],"on":[120],"BraTS2021":[122],"TCGA\u2010GBM":[124],"datasets":[125],"demonstrate":[126],"TAUM\u2010Net's":[127,171],"effectiveness,":[128],"attaining":[129],"Dice":[131],"score":[132],"0.9210":[134],"63.48%":[139],"accuracy":[140,166,173],"prediction.":[145],"This":[146],"underscores":[148],"value":[150],"leveraging":[155],"shared":[156],"features,":[157],"maintaining":[158],"high":[159],"quality,":[161],"providing":[163],"moderate":[164],"predictive":[165],"Although":[170],"current":[172],"does":[174],"not":[175],"yet":[176],"replace":[177],"standard":[178],"clinical":[179],"tests,":[180],"it":[181],"highlights":[182],"potential":[184],"integrated":[186],"approaches":[187],"diagnosis":[190],"treatment":[192],"planning.":[193],"Our":[194],"code":[195],"is":[196],"freely":[197],"available":[198],"at":[199],"https://github.com/smallboy\u2010code/TAUM\u2010Net":[200],".":[201]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
