{"id":"https://openalex.org/W4385555504","doi":"https://doi.org/10.58530/2022/0035","title":"Radio-pathomic tumor probability maps in glioma patients using autopsy tissue samples as ground truth","display_name":"Radio-pathomic tumor probability maps in glioma patients using autopsy tissue samples as ground truth","publication_year":2023,"publication_date":"2023-08-03","ids":{"openalex":"https://openalex.org/W4385555504","doi":"https://doi.org/10.58530/2022/0035"},"language":"en","primary_location":{"id":"doi:10.58530/2022/0035","doi":"https://doi.org/10.58530/2022/0035","is_oa":false,"landing_page_url":"http://dx.doi.org/10.58530/2022/0035","pdf_url":null,"source":{"id":"https://openalex.org/S4393917449","display_name":"Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition","issn_l":"1524-6965","issn":["1524-6965","1545-4428"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISMRM Annual Meeting","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5073240775","display_name":"Samuel A. Bobholz","orcid":"https://orcid.org/0000-0003-1525-7418","observed_orcids":["https://orcid.org/0000-0003-1525-7418"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Samuel Bobholz","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Allison Lowman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090441302","display_name":"Michael Brehler","orcid":"https://orcid.org/0000-0002-4663-6587","observed_orcids":["https://orcid.org/0000-0002-4663-6587"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Michael Brehler","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Savannah Duenweg","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"John Sherman","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Sherman","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002153693","display_name":"Fitzgerald Kyereme","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fitzgerald Kyereme","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109553905","display_name":"Elizabeth J. Cochran","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Elizabeth Cochran","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108482032","display_name":"Dylan J. Coss","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dylan Coss","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jennifer Connelly","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034479560","display_name":"Wade M. Mueller","orcid":"https://orcid.org/0000-0003-1281-5250","observed_orcids":["https://orcid.org/0000-0003-1281-5250"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wade Mueller","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046514236","display_name":"Mohit Agarwal","orcid":"https://orcid.org/0000-0001-6399-4098","observed_orcids":["https://orcid.org/0000-0001-6399-4098"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohit Agarwal","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Anjishnu Banerjee","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"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":[],"countries":[],"is_corresponding":false,"raw_author_name":"Peter LaViolette","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"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":0.35958037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9794999957084656,"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":0.9794999957084656,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.012600000016391277,"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/T10129","display_name":"Glioma Diagnosis and Treatment","score":0.006000000052154064,"subfield":{"id":"https://openalex.org/subfields/2730","display_name":"Oncology"},"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/glioma","display_name":"glioma","score":0.9620000123977661},{"id":"https://openalex.org/keywords/diffusion-weighted-imaging","display_name":"diffusion-weighted imaging","score":0.6179999709129333},{"id":"https://openalex.org/keywords/flair","display_name":"FLAIR","score":0.44600000977516174},{"id":"https://openalex.org/keywords/vasogenic-edema","display_name":"vasogenic edema","score":0.8080000281333923}],"concepts":[{"id":"https://openalex.org/C101070640","wikidata":"https://www.wikidata.org/wiki/Q3737215","display_name":"Fluid-attenuated inversion recovery","level":3,"score":0.6744256615638733},{"id":"https://openalex.org/C2779504383","wikidata":"https://www.wikidata.org/wiki/Q41482","display_name":"Autopsy","level":2,"score":0.6522634625434875},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.6295560002326965},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.5766010880470276},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.5195622444152832},{"id":"https://openalex.org/C207886595","wikidata":"https://www.wikidata.org/wiki/Q1456138","display_name":"Pathological","level":2,"score":0.4197002053260803},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3357125520706177},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.2832827568054199},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.06511294841766357}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.58530/2022/0035","doi":"https://doi.org/10.58530/2022/0035","is_oa":false,"landing_page_url":"http://dx.doi.org/10.58530/2022/0035","pdf_url":null,"source":{"id":"https://openalex.org/S4393917449","display_name":"Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition","issn_l":"1524-6965","issn":["1524-6965","1545-4428"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISMRM Annual Meeting","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.9537000060081482,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4292250071","https://openalex.org/W3111951102","https://openalex.org/W4392953780","https://openalex.org/W3153595864","https://openalex.org/W3217689336","https://openalex.org/W4224090425","https://openalex.org/W4401569106","https://openalex.org/W4388588756","https://openalex.org/W4309018307","https://openalex.org/W6958303898"],"abstract_inverted_index":{"This":[0],"study":[1],"used":[2],"autopsy":[3,33],"tissue":[4],"samples":[5,34],"to":[6,21,48,71],"develop":[7],"multi-stage":[8],"radio-pathomic":[9],"models":[10,18,67],"of":[11,82,92],"tumor":[12,50,74,83,93],"probability":[13,51,75],"in":[14],"glioma":[15],"patients.":[16],"Three":[17],"were":[19,68],"trained":[20,47],"predict":[22,49],"cell":[23],"density,":[24,27],"extracellular":[25,58],"fluid":[26],"and":[28,39,60,88,94],"cytoplasm":[29,61],"density":[30],"segmented":[31],"from":[32,52],"using":[35,55,76],"T1,":[36],"T1C,":[37],"FLAIR,":[38],"ADC":[40],"intensity.":[41],"A":[42],"fourth":[43],"model":[44],"was":[45],"then":[46,69],"pathological":[53],"annotations":[54],"the":[56,85],"cellularity,":[57],"fluid,":[59],"segmentations":[62],"as":[63],"input.":[64],"The":[65],"combined":[66],"able":[70],"non-invasively":[72],"estimate":[73],"MRI.":[77],"These":[78],"maps":[79],"identified":[80],"regions":[81],"beyond":[84],"contrast-enhancing":[86],"region":[87],"discriminated":[89],"between":[90],"areas":[91],"vasogenic":[95],"edema":[96],"within":[97],"FLAIR":[98],"hyperintensity.":[99]},"counts_by_year":[],"updated_date":"2026-11-05T12:25:35.769452","created_date":"2023-08-04T00:00:00"}
