{"id":"https://openalex.org/W4404396926","doi":"https://doi.org/10.48550/arxiv.2411.04630","title":"Brain Tumour Removing and Missing Modality Generation using 3D WDM","display_name":"Brain Tumour Removing and Missing Modality Generation using 3D WDM","publication_year":2024,"publication_date":"2024-11-07","ids":{"openalex":"https://openalex.org/W4404396926","doi":"https://doi.org/10.48550/arxiv.2411.04630"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2411.04630","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.04630","pdf_url":"https://arxiv.org/pdf/2411.04630","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2411.04630","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5040479478","display_name":"Andr\u00e9 Ferreira","orcid":"https://orcid.org/0000-0002-9332-0091"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ferreira, Andr\u00e9","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065432808","display_name":"Gijs Luijten","orcid":"https://orcid.org/0009-0000-3404-1917"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luijten, Gijs","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034899775","display_name":"Behrus Puladi","orcid":"https://orcid.org/0000-0001-5909-6105"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Puladi, Behrus","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017161970","display_name":"Jens Kleesiek","orcid":"https://orcid.org/0000-0001-8686-0682"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kleesiek, Jens","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016100261","display_name":"Victor Alves","orcid":"https://orcid.org/0000-0003-1819-7051"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alves, Victor","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5010662766","display_name":"Jan Egger","orcid":"https://orcid.org/0000-0002-5225-1982"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Egger, Jan","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040479478"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9825000166893005,"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"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9825000166893005,"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/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9279999732971191,"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/T13731","display_name":"Advanced Computing and Algorithms","score":0.9101999998092651,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.7231636047363281},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3589797914028168},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3585934340953827},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2903950810432434}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.7231636047363281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3589797914028168},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3585934340953827},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2903950810432434}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:arXiv.org:2411.04630","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.04630","pdf_url":"https://arxiv.org/pdf/2411.04630","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"doi:10.48550/arxiv.2411.04630","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2411.04630","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2411.04630","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2411.04630","pdf_url":"https://arxiv.org/pdf/2411.04630","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1492820595","display_name":null,"funder_award_id":"KLI 678","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G2582522631","display_name":null,"funder_award_id":"Funda\u00e7\u00e3o para a Ci\u00eancia e Tecnologia","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G3272457656","display_name":null,"funder_award_id":"UIDB/","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"},{"id":"https://openalex.org/G4666614147","display_name":null,"funder_award_id":"KLI 1044","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G6313709104","display_name":null,"funder_award_id":"EFRE-0801977","funder_id":"https://openalex.org/F4320321181","funder_display_name":"Austrian Science Fund"},{"id":"https://openalex.org/G7949088935","display_name":null,"funder_award_id":"UIDB/00319/2020","funder_id":"https://openalex.org/F4320334779","funder_display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia"}],"funders":[{"id":"https://openalex.org/F4320321181","display_name":"Austrian Science Fund","ror":"https://ror.org/013tf3c58"},{"id":"https://openalex.org/F4320324232","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34"},{"id":"https://openalex.org/F4320334779","display_name":"Funda\u00e7\u00e3o para a Ci\u00eancia e a Tecnologia","ror":"https://ror.org/00snfqn58"},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4404396926.pdf"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","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"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"the":[3,10,39,45,54,86,92,95,106,113],"second-placed":[4],"solution":[5,12],"for":[6,13,144,148],"task":[7,14],"8":[8],"and":[9,61,128],"participation":[11],"7":[15],"of":[16,21,34,41,47,65,77,85,94,108,115],"BraTS":[17],"2024.":[18],"The":[19,51,75,121,146],"adoption":[20],"automated":[22],"brain":[23,42],"analysis":[24],"algorithms":[25,36],"to":[26,58,104],"support":[27],"clinical":[28],"practice":[29],"is":[30,80,151],"increasing.":[31],"However,":[32],"many":[33],"these":[35,109,149],"struggle":[37],"with":[38,99,133],"presence":[40],"lesions":[43],"or":[44,139],"absence":[46],"certain":[48],"MRI":[49,88],"modalities.":[50,101],"alterations":[52],"in":[53],"brain's":[55],"morphology":[56],"leads":[57],"high":[59],"variability":[60],"thus":[62],"poor":[63],"performance":[64,107],"predictive":[66],"models":[67,97],"that":[68,79],"were":[69],"trained":[70,98],"only":[71],"on":[72,130],"healthy":[73],"brains.":[74],"lack":[76],"information":[78,143],"usually":[81],"provided":[82],"by":[83],"some":[84],"missing":[87],"modalities":[89],"also":[90],"reduces":[91],"reliability":[93],"prediction":[96,129],"all":[100,142],"In":[102],"order":[103],"improve":[105],"models,":[110],"we":[111],"propose":[112],"use":[114],"conditional":[116],"3D":[117],"wavelet":[118,122],"diffusion":[119],"models.":[120],"transform":[123],"enabled":[124],"full-resolution":[125],"image":[126],"training":[127],"a":[131],"GPU":[132],"48":[134],"GB":[135],"VRAM,":[136],"without":[137],"patching":[138],"downsampling,":[140],"preserving":[141],"prediction.":[145],"code":[147],"tasks":[150],"available":[152],"at":[153],"https://github.com/ShadowTwin41/BraTS_2023_2024_solutions.":[154]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
