{"id":"https://openalex.org/W4388589554","doi":"https://doi.org/10.1093/neuonc/noad179.0707","title":"NIMG-11. AUTOPSY-BASED RADIO-PATHOMIC MAPS OF TISSUE COMPOSITION DELINEATE IDH1 STATS IN GLIOMAS","display_name":"NIMG-11. AUTOPSY-BASED RADIO-PATHOMIC MAPS OF TISSUE COMPOSITION DELINEATE IDH1 STATS IN GLIOMAS","publication_year":2023,"publication_date":"2023-11-01","ids":{"openalex":"https://openalex.org/W4388589554","doi":"https://doi.org/10.1093/neuonc/noad179.0707"},"language":"en","primary_location":{"id":"doi:10.1093/neuonc/noad179.0707","doi":"https://doi.org/10.1093/neuonc/noad179.0707","is_oa":true,"landing_page_url":"https://doi.org/10.1093/neuonc/noad179.0707","pdf_url":"https://academic.oup.com/neuro-oncology/article-pdf/25/Supplement_5/v186/53255779/noad179.0707.pdf","source":{"id":"https://openalex.org/S106908163","display_name":"Neuro-Oncology","issn_l":"1522-8517","issn":["1522-8517","1523-5866"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuro-Oncology","raw_type":"journal-article"},"volume":null,"type":"conference-abstract","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/neuro-oncology/article-pdf/25/Supplement_5/v186/53255779/noad179.0707.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073240775","display_name":"Samuel A. Bobholz","orcid":"https://orcid.org/0000-0003-1525-7418","observed_orcids":["https://orcid.org/0000-0003-1525-7418"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Samuel Bobholz","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089858638","display_name":"Allison K. Lowman","orcid":"https://orcid.org/0000-0002-2520-8145","observed_orcids":["https://orcid.org/0000-0002-2520-8145"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Allison Lowman","raw_affiliation_strings":["Medical College of Wisconsin , Milwaukee , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Milwaukee , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083346483","display_name":"Savannah R. Duenweg","orcid":"https://orcid.org/0000-0003-4010-7737","observed_orcids":["https://orcid.org/0000-0003-4010-7737"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Savannah Duenweg","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030442053","display_name":"Aleksandra Winiarz","orcid":"https://orcid.org/0000-0002-6994-5796","observed_orcids":["https://orcid.org/0000-0002-6994-5796"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aleksandra Winiarz","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007906419","display_name":"Margaret A. Stebbins","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Margaret Stebbins","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019872328","display_name":"Michael J. Flatley","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael Flatley","raw_affiliation_strings":["Medical College of Wisconsin , Brookfield, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Brookfield, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018529742","display_name":"Biprojit Nath","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Biprojit Nath","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002153693","display_name":"Fitzgerald Kyereme","orcid":"https://orcid.org/0000-0002-3149-1370","observed_orcids":["https://orcid.org/0000-0002-3149-1370"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fitzgerald Kyereme","raw_affiliation_strings":["Medical College of Wisconsin , Milwaukee, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Milwaukee, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091546375","display_name":"Jennifer Connelly","orcid":"https://orcid.org/0000-0002-6122-8573","observed_orcids":["https://orcid.org/0000-0002-6122-8573"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jennifer Connelly","raw_affiliation_strings":["Medical College of Wisconsin , Milwaukee, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Milwaukee, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108482032","display_name":"Dylan J. Coss","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dylan Coss","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017715920","display_name":"Max Ostrinsky Krucoff","orcid":"https://orcid.org/0000-0002-9577-8944","observed_orcids":["https://orcid.org/0000-0002-9577-8944"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Max Krucoff","raw_affiliation_strings":["Medical College of Wisconsin , Milwaukee, WI , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Milwaukee, WI , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044298637","display_name":"Anjishnu Banerjee","orcid":"https://orcid.org/0000-0002-6898-9148","observed_orcids":["https://orcid.org/0000-0002-6898-9148"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anjishnu Banerjee","raw_affiliation_strings":["Medical College of Wisconsin , Wauwatosa , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Wauwatosa , USA","institution_ids":["https://openalex.org/I204308271"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032574031","display_name":"Peter S. LaViolette","orcid":"https://orcid.org/0000-0002-9602-6891","observed_orcids":["https://orcid.org/0000-0002-9602-6891"]},"institutions":[{"id":"https://openalex.org/I204308271","display_name":"Medical College of Wisconsin","ror":"https://ror.org/00qqv6244","country_code":"US","type":"education","lineage":["https://openalex.org/I204308271"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Peter LaViolette","raw_affiliation_strings":["Medical College of Wisconsin , Milwaukee , USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical College of Wisconsin , Milwaukee , USA","institution_ids":["https://openalex.org/I204308271"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204308271"],"apc_list":{"value":4612,"currency":"USD","value_usd":4612},"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"25","issue":"Supplement_5","first_page":"v186","last_page":"v186"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.8452000021934509,"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"}},"topics":[{"id":"https://openalex.org/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.8452000021934509,"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.14489999413490295,"subfield":{"id":"https://openalex.org/subfields/2716","display_name":"Genetics (clinical)"},"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.0026000000070780516,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/idh1-mutation","display_name":"IDH1 mutation","score":0.9769999980926514},{"id":"https://openalex.org/keywords/glioma","display_name":"glioma","score":0.875},{"id":"https://openalex.org/keywords/tissue-composition","display_name":"tissue composition","score":0.9079999923706055},{"id":"https://openalex.org/keywords/cell-density","display_name":"cell density","score":0.9639999866485596},{"id":"https://openalex.org/keywords/contrast-enhancement","display_name":"contrast enhancement","score":0.8190000057220459},{"id":"https://openalex.org/keywords/flair-hyperintensity","display_name":"FLAIR hyperintensity","score":0.9660000205039978},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"magnetic resonance imaging","score":0.3869999945163727},{"id":"https://openalex.org/keywords/prognostic-factors","display_name":"prognostic factors","score":0.6000000238418579},{"id":"https://openalex.org/keywords/tumor-heterogeneity","display_name":"tumor heterogeneity","score":0.527999997138977}],"concepts":[{"id":"https://openalex.org/C2777150147","wikidata":"https://www.wikidata.org/wiki/Q261968","display_name":"Isocitrate dehydrogenase","level":3,"score":0.840837836265564},{"id":"https://openalex.org/C127848430","wikidata":"https://www.wikidata.org/wiki/Q18027543","display_name":"IDH1","level":4,"score":0.827412486076355},{"id":"https://openalex.org/C101070640","wikidata":"https://www.wikidata.org/wiki/Q3737215","display_name":"Fluid-attenuated inversion recovery","level":3,"score":0.5677900910377502},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5520435571670532},{"id":"https://openalex.org/C207583985","wikidata":"https://www.wikidata.org/wiki/Q128723","display_name":"Wild type","level":4,"score":0.5215908885002136},{"id":"https://openalex.org/C2779504383","wikidata":"https://www.wikidata.org/wiki/Q41482","display_name":"Autopsy","level":2,"score":0.5012741088867188},{"id":"https://openalex.org/C3018181011","wikidata":"https://www.wikidata.org/wiki/Q6849688","display_name":"Contrast enhancement","level":3,"score":0.48358339071273804},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.47726672887802124},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4330994486808777},{"id":"https://openalex.org/C143065580","wikidata":"https://www.wikidata.org/wiki/Q3285695","display_name":"Mutant","level":3,"score":0.4319218397140503},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.42652615904808044},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.4130200147628784},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.37487584352493286},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.32020485401153564},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.27768564224243164},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2219390571117401},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.18805238604545593},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.160890132188797},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.13453686237335205},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.10984647274017334},{"id":"https://openalex.org/C181199279","wikidata":"https://www.wikidata.org/wiki/Q8047","display_name":"Enzyme","level":2,"score":0.09716850519180298},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1093/neuonc/noad179.0707","doi":"https://doi.org/10.1093/neuonc/noad179.0707","is_oa":true,"landing_page_url":"https://doi.org/10.1093/neuonc/noad179.0707","pdf_url":"https://academic.oup.com/neuro-oncology/article-pdf/25/Supplement_5/v186/53255779/noad179.0707.pdf","source":{"id":"https://openalex.org/S106908163","display_name":"Neuro-Oncology","issn_l":"1522-8517","issn":["1522-8517","1523-5866"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuro-Oncology","raw_type":"journal-article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10640056","doi":null,"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10640056","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10640056/pdf/noad179.0707.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,"listed_in":[],"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":"Neuro Oncol","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/neuonc/noad179.0707","doi":"https://doi.org/10.1093/neuonc/noad179.0707","is_oa":true,"landing_page_url":"https://doi.org/10.1093/neuonc/noad179.0707","pdf_url":"https://academic.oup.com/neuro-oncology/article-pdf/25/Supplement_5/v186/53255779/noad179.0707.pdf","source":{"id":"https://openalex.org/S106908163","display_name":"Neuro-Oncology","issn_l":"1522-8517","issn":["1522-8517","1523-5866"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-b","doyens","jufo-2","ki-jl-2","medline","norway-2","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neuro-Oncology","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.9391000270843506,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388589554.pdf","grobid_xml":"https://content.openalex.org/works/W4388589554.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3031504240","https://openalex.org/W4401569106","https://openalex.org/W4409630785","https://openalex.org/W2588136134","https://openalex.org/W2900119042","https://openalex.org/W4385554779","https://openalex.org/W4416140261","https://openalex.org/W7035772920","https://openalex.org/W7049161839","https://openalex.org/W4392593179"],"abstract_inverted_index":{"Abstract":[0],"Isocitrate":[1],"dehydrogenase":[2],"1":[3],"(IDH1)":[4],"mutation":[5,192],"status":[6],"is":[7,128],"used":[8,98],"as":[9,124],"an":[10,25],"important":[11],"prognostic":[12],"marker":[13],"for":[14,149,177,185,268],"gliomas,":[15],"where":[16],"IDH1-wildtype":[17,65,240],"patients":[18,23,71,216],"see":[19],"shorter":[20],"survival":[21],"than":[22],"with":[24,181,217],"IDH1":[26,178,218],"mutation.":[27],"This":[28,116],"study":[29],"uses":[30],"radio-pathomic":[31,103],"maps":[32,104],"of":[33,69,105,134,234],"cell,":[34,106],"extracellular":[35],"fluid":[36],"(ECF),":[37],"and":[38,46,60,89,108,127,157,167,247],"cytoplasm":[39],"(Cyt)":[40],"density":[41,110,163,170,187,198,204,209],"developed":[42],"using":[43,111,120],"conventional":[44],"MRI":[45,96],"aligned":[47,121],"autopsy":[48,122],"samples":[49,123],"to":[50,99],"test":[51],"the":[52,73,221,230],"hypothesis":[53],"that":[54,229],"IDH1-mutant":[55,235],"tumors":[56,236],"differ":[57,238],"in":[58,83,215,220,244],"contrast-enhancing":[59],"non-enhancing":[61,158,222],"tissue":[62,232,257],"composition":[63,233,249,258],"from":[64,72,92,143,239],"tumors.":[66],"A":[67],"total":[68],"426":[70],"UCSF-PDGM":[74],"data":[75],"set":[76],"(380":[77],"IDH1-wildtype,":[78],"46":[79],"IDH1-mutant)":[80],"were":[81,97],"included":[82],"this":[84],"study.":[85],"T1,":[86],"T1C,":[87],"FLAIR":[88,159,223],"ADC":[90],"images":[91],"each":[93,144,150,269],"patient\u2019s":[94],"pre-surgical":[95],"generate":[100],"whole":[101],"brain":[102],"ECF,":[107],"Cyt":[109,169,208],"a":[112],"previously":[113],"reported":[114],"algorithm.":[115],"tool":[117],"was":[118,147,173,212],"trained":[119],"ground":[125],"truth":[126],"particularly":[129],"adept":[130],"at":[131],"highlighting":[132],"areas":[133],"tumor":[135,251,270],"beyond":[136],"traditional":[137],"imaging":[138],"signatures.":[139],"The":[140],"mean":[141],"value":[142],"feature":[145],"map":[146],"computed":[148],"patient":[151],"both":[152],"within":[153,175,188],"non-necrotic":[154],"contrast":[155,189],"enhancement":[156,190],"hyperintensity.":[160],"Higher":[161,196,202],"ECF":[162,203],"(F=15.45,":[164],"p<":[165,200],"0.001)":[166],"lower":[168,207],"(F=8.51,":[171],"p=0.004)":[172],"observed":[174,184],"contrast-enhancement":[176],"mutant":[179],"patients,":[180],"no":[182],"difference":[183],"cell":[186,197],"between":[191,250],"statuses":[193],"(F=0.03,":[194],"p=0.86).":[195],"(F=4.16,":[199],"0.042),":[201],"(F=4.65,":[205],"p=0.032),":[206],"(F=4.48,":[210],"p=0.035)":[211],"also":[213],"found":[214],"mutations":[219],"hyperintense":[224],"region.":[225],"These":[226],"results":[227],"suggest":[228],"large-scale":[231],"may":[237,262],"tumors,":[241],"suggesting":[242],"differences":[243],"growth":[245],"patterns":[246],"pathological":[248,265],"types.":[252],"Future":[253],"studies":[254],"examining":[255],"how":[256,264],"post-treatment":[259],"over":[260],"time":[261],"elucidate":[263],"characteristics":[266],"evolve":[267],"type.":[271]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2023-11-12T00:00:00"}
