{"id":"https://openalex.org/W4397009252","doi":"https://doi.org/10.3390/jimaging10050122","title":"Imaging-Based Deep Learning for Predicting Desmoid Tumor Progression","display_name":"Imaging-Based Deep Learning for Predicting Desmoid Tumor Progression","publication_year":2024,"publication_date":"2024-05-17","ids":{"openalex":"https://openalex.org/W4397009252","doi":"https://doi.org/10.3390/jimaging10050122","pmid":"https://pubmed.ncbi.nlm.nih.gov/38786576"},"language":"en","primary_location":{"id":"doi:10.3390/jimaging10050122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging10050122","pdf_url":null,"source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/jimaging10050122","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5098678043","display_name":"Rabih Fares","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Rabih Fares","raw_affiliation_strings":["Department of Radiology, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049835562","display_name":"Lilian Atlan","orcid":"https://orcid.org/0000-0002-3978-2818"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Lilian D. Atlan","raw_affiliation_strings":["Department of Radiology, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036581742","display_name":"Ido Druckmann","orcid":"https://orcid.org/0000-0001-5694-3487"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ido Druckmann","raw_affiliation_strings":["Department of Radiology, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005828185","display_name":"Shai Factor","orcid":"https://orcid.org/0000-0001-6232-3524"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":true,"raw_author_name":"Shai Factor","raw_affiliation_strings":["Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":"https://orcid.org/0000-0001-6232-3524","affiliations":[{"raw_affiliation_string":"Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006660038","display_name":"Yair Gortzak","orcid":"https://orcid.org/0000-0003-3079-2961"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Yair Gortzak","raw_affiliation_strings":["Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039413356","display_name":"Ortal Segal","orcid":null},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Ortal Segal","raw_affiliation_strings":["Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073606939","display_name":"Moran Artzi","orcid":"https://orcid.org/0000-0003-4214-1875"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Moran Artzi","raw_affiliation_strings":["Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Sagol Brain Institute, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005555027","display_name":"Amir Sternheim","orcid":"https://orcid.org/0000-0003-2411-4822"},"institutions":[{"id":"https://openalex.org/I16391192","display_name":"Tel Aviv University","ror":"https://ror.org/04mhzgx49","country_code":"IL","type":"education","lineage":["https://openalex.org/I16391192"]},{"id":"https://openalex.org/I2799807261","display_name":"Tel Aviv Sourasky Medical Center","ror":"https://ror.org/04nd58p63","country_code":"IL","type":"healthcare","lineage":["https://openalex.org/I2799807261"]}],"countries":["IL"],"is_corresponding":false,"raw_author_name":"Amir Sternheim","raw_affiliation_strings":["Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel"],"raw_orcid":"https://orcid.org/0000-0003-2411-4822","affiliations":[{"raw_affiliation_string":"Division of Orthopedics, Tel Aviv Sourasky Medical Center, Faculty of Medicine, Tel Aviv University, Tel Aviv 6423906, Israel","institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5005828185"],"corresponding_institution_ids":["https://openalex.org/I16391192","https://openalex.org/I2799807261"],"apc_list":{"value":1800,"currency":"CHF","value_usd":2172},"apc_paid":{"value":1800,"currency":"CHF","value_usd":2172},"fwci":0.9558,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74484625,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":"5","first_page":"122","last_page":"122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11991","display_name":"Soft tissue tumor case studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T11991","display_name":"Soft tissue tumor case studies","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10253","display_name":"Sarcoma Diagnosis and Treatment","score":0.9955000281333923,"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/T10975","display_name":"Bone Tumor Diagnosis and Treatments","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/medicine","display_name":"Medicine","score":0.8427304029464722},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6958481073379517},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.5559558272361755},{"id":"https://openalex.org/keywords/response-evaluation-criteria-in-solid-tumors","display_name":"Response Evaluation Criteria in Solid Tumors","score":0.5111103653907776},{"id":"https://openalex.org/keywords/coronal-plane","display_name":"Coronal plane","score":0.5078051686286926},{"id":"https://openalex.org/keywords/retrospective-cohort-study","display_name":"Retrospective cohort study","score":0.44834795594215393},{"id":"https://openalex.org/keywords/orthopedic-surgery","display_name":"Orthopedic surgery","score":0.41971927881240845},{"id":"https://openalex.org/keywords/progressive-disease","display_name":"Progressive disease","score":0.3902600407600403},{"id":"https://openalex.org/keywords/chemotherapy","display_name":"Chemotherapy","score":0.3453006148338318},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.23943114280700684}],"concepts":[{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.8427304029464722},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6958481073379517},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.5559558272361755},{"id":"https://openalex.org/C2779984678","wikidata":"https://www.wikidata.org/wiki/Q2145898","display_name":"Response Evaluation Criteria in Solid Tumors","level":4,"score":0.5111103653907776},{"id":"https://openalex.org/C13483470","wikidata":"https://www.wikidata.org/wiki/Q1470152","display_name":"Coronal plane","level":2,"score":0.5078051686286926},{"id":"https://openalex.org/C167135981","wikidata":"https://www.wikidata.org/wiki/Q2146302","display_name":"Retrospective cohort study","level":2,"score":0.44834795594215393},{"id":"https://openalex.org/C68312169","wikidata":"https://www.wikidata.org/wiki/Q216685","display_name":"Orthopedic surgery","level":2,"score":0.41971927881240845},{"id":"https://openalex.org/C2778822529","wikidata":"https://www.wikidata.org/wiki/Q1951525","display_name":"Progressive disease","level":3,"score":0.3902600407600403},{"id":"https://openalex.org/C2776694085","wikidata":"https://www.wikidata.org/wiki/Q974135","display_name":"Chemotherapy","level":2,"score":0.3453006148338318},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.23943114280700684}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/jimaging10050122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging10050122","pdf_url":null,"source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},{"id":"pmid:38786576","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38786576","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of imaging","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:11122104","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11122104","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11122104/pdf/jimaging-10-00122.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"J Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:5ae435426b024488abdd9ef401de9fe9","is_oa":true,"landing_page_url":"https://doaj.org/article/5ae435426b024488abdd9ef401de9fe9","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Imaging, Vol 10, Iss 5, p 122 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/jimaging10050122","is_oa":true,"landing_page_url":"https://doi.org/10.3390/jimaging10050122","pdf_url":null,"source":{"id":"https://openalex.org/S2736465063","display_name":"Journal of Imaging","issn_l":"2313-433X","issn":["2313-433X"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1523730705","https://openalex.org/W2022021871","https://openalex.org/W2046959912","https://openalex.org/W2073052893","https://openalex.org/W2133227658","https://openalex.org/W2139121238","https://openalex.org/W2143286323","https://openalex.org/W2143458022","https://openalex.org/W2162171383","https://openalex.org/W2399266787","https://openalex.org/W2479605255","https://openalex.org/W2613792049","https://openalex.org/W2796990136","https://openalex.org/W2805784848","https://openalex.org/W2883672481","https://openalex.org/W2886640894","https://openalex.org/W2895204703","https://openalex.org/W2900605163","https://openalex.org/W2905567470","https://openalex.org/W2913621851","https://openalex.org/W2946948417","https://openalex.org/W3004209283","https://openalex.org/W3033274144","https://openalex.org/W3036126045","https://openalex.org/W3036991312","https://openalex.org/W3052072725","https://openalex.org/W3091075868","https://openalex.org/W3120340093","https://openalex.org/W3132807071","https://openalex.org/W3164538071","https://openalex.org/W3175902320","https://openalex.org/W3177377818","https://openalex.org/W4210398301","https://openalex.org/W4380301158","https://openalex.org/W4386352630","https://openalex.org/W4388945436","https://openalex.org/W4394787325"],"related_works":["https://openalex.org/W1584669207","https://openalex.org/W2024340610","https://openalex.org/W2899528185","https://openalex.org/W3031735911","https://openalex.org/W3030034569","https://openalex.org/W3172671185","https://openalex.org/W2024938637","https://openalex.org/W3109531418","https://openalex.org/W4210287142","https://openalex.org/W2899585536"],"abstract_inverted_index":{"Desmoid":[0],"tumors":[1,49],"(DTs)":[2],"are":[3,50,348],"non-metastasizing":[4],"and":[5,19,39,53,59,64,140,178,215,258,287,324,337],"locally":[6,17],"aggressive":[7],"soft-tissue":[8],"mesenchymal":[9],"neoplasms.":[10],"Those":[11],"that":[12,88,166],"become":[13,16],"enlarged":[14],"often":[15],"invasive":[18],"cause":[20],"significant":[21],"morbidity.":[22],"DTs":[23,61,73],"have":[24],"a":[25,75,86,190,211,224,236,250],"varied":[26],"pattern":[27],"of":[28,57,67,77,154,173,193,226,266,319,326],"clinical":[29,171,273,307,338],"presentation,":[30],"with":[31,168,254,315,342],"up":[32],"to":[33,138,142,158,249,272,297,304,334,350],"50-60%":[34],"not":[35],"growing":[36],"after":[37,45,242],"diagnosis":[38,192],"20-30%":[40],"shrinking":[41],"or":[42,126],"even":[43],"disappearing":[44],"initial":[46],"progression.":[47],"Enlarging":[48],"considered":[51],"unstable":[52],"progressive.":[54],"The":[55,152,264,300],"management":[56],"symptomatic":[58],"enlarging":[60],"is":[62,85,99],"challenging,":[63],"primarily":[65],"consists":[66],"chemotherapy.":[68],"Despite":[69],"wide":[70],"surgical":[71],"resection,":[72],"carry":[74],"rate":[76],"local":[78],"recurrence":[79],"as":[80,82,309],"high":[81],"50%.":[83],"There":[84,281],"consensus":[87],"contrast-enhanced":[89],"magnetic":[90],"resonance":[91],"imaging":[92],"(MRI)":[93],"or,":[94],"alternatively,":[95],"computerized":[96],"tomography":[97],"(CT)":[98],"the":[100,120,169,174,244,267,277,312],"preferred":[101],"modality":[102],"for":[103,148,223],"monitoring":[104],"DTs.":[105],"Each":[106,202],"uses":[107],"Response":[108],"Evaluation":[109],"Criteria":[110],"in":[111,135,197,340],"Solid":[112],"Tumors":[113],"version":[114],"1.1":[115],"(RECIST":[116],"1.1),":[117],"which":[118,243,346],"measures":[119],"largest":[121],"diameter":[122],"on":[123,235],"axial,":[124],"sagittal,":[125],"coronal":[127],"series.":[128],"This":[129],"approach,":[130],"however,":[131],"reportedly":[132],"lacks":[133],"accuracy":[134,318],"detecting":[136],"response":[137],"therapy":[139],"fails":[141],"detect":[143,159],"tumor":[144],"progression,":[145],"thus":[146],"calling":[147],"more":[149],"sophisticated":[150],"methods.":[151],"objective":[153],"this":[155,198],"study":[156],"was":[157,217,247,302],"unique":[160],"features":[161],"identified":[162],"by":[163,219,344],"deep":[164,261],"learning":[165,262],"correlate":[167],"future":[170],"course":[172],"disease.":[175],"Between":[176],"2006":[177],"2019,":[179],"51":[180],"patients":[181,341,347],"(mean":[182],"age":[183],"41.22":[184],"\u00b1":[185,322,328],"15.5":[186],"years)":[187],"who":[188],"had":[189,203],"tissue":[191],"DT":[194,343],"were":[195,233,269,282],"included":[196],"retrospective":[199],"single-center":[200],"study.":[201],"undergone":[204],"at":[205],"least":[206],"three":[207],"MRI":[208,240,314],"examinations":[209],"(including":[210],"pretreatment":[212],"baseline":[213,313],"study),":[214],"each":[216],"followed":[218],"orthopedic":[220],"oncology":[221],"specialists":[222],"median":[225],"38.83":[227],"months":[228],"(IQR":[229],"44.38).":[230],"Tumor":[231],"segmentations":[232],"performed":[234],"T2":[237],"fat-suppressed":[238],"treatment-naive":[239],"sequence,":[241],"segmented":[245],"lesion":[246],"extracted":[248],"three-dimensional":[251],"file":[252,257],"together":[253],"its":[255],"DICOM":[256],"run":[259],"through":[260],"software.":[263],"results":[265],"algorithm":[268],"then":[270],"compared":[271],"data":[274],"collected":[275],"from":[276,295,311],"patients'":[278],"medical":[279],"files.":[280],"28":[283],"males":[284],"(13":[285],"stable)":[286,291],"23":[288],"females":[289],"(15":[290],"whose":[292],"ages":[293],"ranged":[294],"19.07":[296],"83.33":[298],"years.":[299],"model":[301],"able":[303],"independently":[305],"predict":[306],"progression":[308],"measured":[310],"an":[316],"overall":[317],"93%":[320],"(93":[321],"0.04)":[323],"ROC":[325],"0.89":[327],"0.08.":[329],"Artificial":[330],"intelligence":[331],"may":[332],"contribute":[333],"risk":[335],"stratification":[336],"decision-making":[339],"predicting":[345],"likely":[349],"progress.":[351]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
