{"id":"https://openalex.org/W3216056762","doi":"https://doi.org/10.1109/embc48229.2022.9871627","title":"Improving the Segmentation of Pediatric Low-Grade Gliomas Through Multitask Learning","display_name":"Improving the Segmentation of Pediatric Low-Grade Gliomas Through Multitask Learning","publication_year":2022,"publication_date":"2022-07-11","ids":{"openalex":"https://openalex.org/W3216056762","doi":"https://doi.org/10.1109/embc48229.2022.9871627","mag":"3216056762","pmid":"https://pubmed.ncbi.nlm.nih.gov/36086055"},"language":"en","primary_location":{"id":"doi:10.1109/embc48229.2022.9871627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871627","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5075695173","display_name":"Partoo Vafaeikia","orcid":null},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801317318","display_name":"Hospital for Sick Children","ror":"https://ror.org/057q4rt57","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801317318"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Partoo Vafaeikia","raw_affiliation_strings":["Neurosciences and Mental Health, The Hospital for Sick Children,Toronto,Canada","Institute of Medical Science, University of Toronto","Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosciences and Mental Health, The Hospital for Sick Children,Toronto,Canada","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Institute of Medical Science, University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada","institution_ids":["https://openalex.org/I2801317318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066085902","display_name":"Matthias Wagner","orcid":"https://orcid.org/0000-0001-6501-839X"},"institutions":[{"id":"https://openalex.org/I2801317318","display_name":"Hospital for Sick Children","ror":"https://ror.org/057q4rt57","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801317318"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Matthias W. Wagner","raw_affiliation_strings":["The Hospital for Sick Children,Department of Diagnostic Imaging","Department of Diagnostic Imaging, The Hospital for Sick Children"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hospital for Sick Children,Department of Diagnostic Imaging","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Department of Diagnostic Imaging, The Hospital for Sick Children","institution_ids":["https://openalex.org/I2801317318"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068881416","display_name":"Cynthia Hawkins","orcid":"https://orcid.org/0000-0003-2618-4402"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801317318","display_name":"Hospital for Sick Children","ror":"https://ror.org/057q4rt57","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801317318"]},{"id":"https://openalex.org/I4210086578","display_name":"Hospital for Sick Children Pediatric Center","ror":"https://ror.org/000gxrm11","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086578"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Cynthia Hawkins","raw_affiliation_strings":["The Hospital for Sick Children,Division of Haematology/Oncology","Division of Haematology/Oncology, The Hospital for Sick Children","Department of Medical Biophysics, University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hospital for Sick Children,Division of Haematology/Oncology","institution_ids":["https://openalex.org/I2801317318","https://openalex.org/I4210086578"]},{"raw_affiliation_string":"Division of Haematology/Oncology, The Hospital for Sick Children","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Department of Medical Biophysics, University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010939758","display_name":"Uri Tabori","orcid":"https://orcid.org/0000-0002-5019-2683"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801317318","display_name":"Hospital for Sick Children","ror":"https://ror.org/057q4rt57","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801317318"]},{"id":"https://openalex.org/I4210086578","display_name":"Hospital for Sick Children Pediatric Center","ror":"https://ror.org/000gxrm11","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I4210086578"]}],"countries":["CA","US"],"is_corresponding":false,"raw_author_name":"Uri Tabori","raw_affiliation_strings":["The Hospital for Sick Children,Division of Haematology/Oncology","Division of Haematology/Oncology, The Hospital for Sick Children","Department of Medical Biophysics, University of Toronto"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The Hospital for Sick Children,Division of Haematology/Oncology","institution_ids":["https://openalex.org/I2801317318","https://openalex.org/I4210086578"]},{"raw_affiliation_string":"Division of Haematology/Oncology, The Hospital for Sick Children","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Department of Medical Biophysics, University of Toronto","institution_ids":["https://openalex.org/I185261750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017342460","display_name":"Birgit Ertl\u2010Wagner","orcid":"https://orcid.org/0000-0002-7896-7049"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801317318","display_name":"Hospital for Sick Children","ror":"https://ror.org/057q4rt57","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801317318"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Birgit B. Ertl-Wagner","raw_affiliation_strings":["Neurosciences and Mental Health, The Hospital for Sick Children,Toronto,Canada","Department of Medical Imaging, University of Toronto","Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada","Institute of Medical Science, University of Toronto","Department of Diagnostic Imaging, The Hospital for Sick Children"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosciences and Mental Health, The Hospital for Sick Children,Toronto,Canada","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Department of Medical Imaging, University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Institute of Medical Science, University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Department of Diagnostic Imaging, The Hospital for Sick Children","institution_ids":["https://openalex.org/I2801317318"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5034208717","display_name":"Farzad Khalvati","orcid":"https://orcid.org/0000-0001-5616-8660"},"institutions":[{"id":"https://openalex.org/I185261750","display_name":"University of Toronto","ror":"https://ror.org/03dbr7087","country_code":"CA","type":"education","lineage":["https://openalex.org/I185261750"]},{"id":"https://openalex.org/I2801317318","display_name":"Hospital for Sick Children","ror":"https://ror.org/057q4rt57","country_code":"CA","type":"healthcare","lineage":["https://openalex.org/I2801317318"]},{"id":"https://openalex.org/I4210127509","display_name":"Vector Institute","ror":"https://ror.org/03kqdja62","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210127509"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Farzad Khalvati","raw_affiliation_strings":["Neurosciences and Mental Health, The Hospital for Sick Children,Toronto,Canada","Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada","Department of Diagnostic Imaging, The Hospital for Sick Children","Department of Computer Science, University of Toronto","Institute of Medical Science, University of Toronto","Department of Medical Imaging, University of Toronto","Vector Institute, Toronto, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neurosciences and Mental Health, The Hospital for Sick Children,Toronto,Canada","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Neurosciences and Mental Health, The Hospital for Sick Children, Toronto, Canada","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Department of Diagnostic Imaging, The Hospital for Sick Children","institution_ids":["https://openalex.org/I2801317318"]},{"raw_affiliation_string":"Department of Computer Science, University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Institute of Medical Science, University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Department of Medical Imaging, University of Toronto","institution_ids":["https://openalex.org/I185261750"]},{"raw_affiliation_string":"Vector Institute, Toronto, Canada","institution_ids":["https://openalex.org/I4210127509"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6489,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.77444996,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"2022","issue":null,"first_page":"2119","last_page":"2122"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9991000294685364,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7712762355804443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6268960237503052},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6034910082817078},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.6009863018989563},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.5954769253730774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5828045606613159},{"id":"https://openalex.org/keywords/neuroradiology","display_name":"Neuroradiology","score":0.5139736533164978},{"id":"https://openalex.org/keywords/glioma","display_name":"Glioma","score":0.49383431673049927},{"id":"https://openalex.org/keywords/brain-tumor","display_name":"Brain tumor","score":0.46485579013824463},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4375641345977783},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.4243597984313965},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4213067293167114},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.35650157928466797},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.26098698377609253},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.17106115818023682},{"id":"https://openalex.org/keywords/neurology","display_name":"Neurology","score":0.163790762424469},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08907881379127502}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7712762355804443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6268960237503052},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6034910082817078},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6009863018989563},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.5954769253730774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5828045606613159},{"id":"https://openalex.org/C2779889316","wikidata":"https://www.wikidata.org/wiki/Q642836","display_name":"Neuroradiology","level":3,"score":0.5139736533164978},{"id":"https://openalex.org/C2778227246","wikidata":"https://www.wikidata.org/wiki/Q1365309","display_name":"Glioma","level":2,"score":0.49383431673049927},{"id":"https://openalex.org/C2779130545","wikidata":"https://www.wikidata.org/wiki/Q233309","display_name":"Brain tumor","level":2,"score":0.46485579013824463},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4375641345977783},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4243597984313965},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4213067293167114},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.35650157928466797},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.26098698377609253},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.17106115818023682},{"id":"https://openalex.org/C16568411","wikidata":"https://www.wikidata.org/wiki/Q83042","display_name":"Neurology","level":2,"score":0.163790762424469},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08907881379127502},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C502942594","wikidata":"https://www.wikidata.org/wiki/Q3421914","display_name":"Cancer research","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002170","descriptor_name":"Canada","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002170","descriptor_name":"Canada","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002170","descriptor_name":"Canada","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D005910","descriptor_name":"Glioma","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc48229.2022.9871627","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc48229.2022.9871627","pdf_url":null,"source":{"id":"https://openalex.org/S4363607706","display_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 44th Annual International Conference of the IEEE Engineering in Medicine &amp; Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:36086055","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36086055","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320319928","display_name":"Canadian Cancer Society","ror":"https://ror.org/04n0vf235"},{"id":"https://openalex.org/F4320334506","display_name":"Canadian Institutes of Health Research","ror":"https://ror.org/01gavpb45"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1641498739","https://openalex.org/W1901129140","https://openalex.org/W2106235379","https://openalex.org/W2143419558","https://openalex.org/W2194775991","https://openalex.org/W2219747066","https://openalex.org/W2251324968","https://openalex.org/W2323421288","https://openalex.org/W2531409750","https://openalex.org/W2562137921","https://openalex.org/W2624871570","https://openalex.org/W2737907665","https://openalex.org/W2962914239","https://openalex.org/W2963046541","https://openalex.org/W2963542991","https://openalex.org/W2964309882","https://openalex.org/W3028279406","https://openalex.org/W3107408919","https://openalex.org/W3127229609","https://openalex.org/W3151682712","https://openalex.org/W6739365718"],"related_works":["https://openalex.org/W2234322404","https://openalex.org/W2417916121","https://openalex.org/W4253904327","https://openalex.org/W3208778134","https://openalex.org/W4238317426","https://openalex.org/W4241681448","https://openalex.org/W2011391747","https://openalex.org/W4244498943","https://openalex.org/W2120185406","https://openalex.org/W3005931108"],"abstract_inverted_index":{"Brain":[0],"tumor":[1,8,34,45],"segmentation":[2,35,46,64,75,127],"is":[3,16],"a":[4,17,74],"critical":[5],"task":[6,116],"for":[7,68,93],"volumetric":[9],"analyses":[10],"and":[11,20,55],"AI":[12,42],"algorithms.":[13],"However,":[14],"it":[15],"time-consuming":[18],"process":[19],"requires":[21],"neuroradiology":[22],"expertise.":[23],"While":[24],"there":[25],"has":[26],"been":[27],"extensive":[28],"research":[29],"focused":[30],"on":[31,41,78],"optimizing":[32],"brain":[33,57,70],"in":[36],"the":[37,61,118,123,126],"adult":[38,56],"population,":[39],"studies":[40],"guided":[43],"pediatric":[44,54,69,84],"are":[47],"scarce.":[48],"Furthermore,":[49],"MRI":[50],"signal":[51],"characteristics":[52],"of":[53,63,83,125],"tumors":[58],"differ,":[59],"necessitating":[60],"development":[62],"algorithms":[65],"specifically":[66],"designed":[67],"tumors.":[71],"We":[72],"developed":[73],"model":[76,101],"trained":[77],"magnetic":[79],"resonance":[80],"imaging":[81],"(MRI)":[82],"patients":[85],"with":[86],"low-grade":[87],"gliomas":[88],"(pLGGs)":[89],"from":[90],"The":[91,99],"Hospital":[92],"Sick":[94],"Children":[95],"(Toronto,":[96],"Ontario,":[97],"Canada).":[98],"proposed":[100],"utilizes":[102],"deep":[103],"Multitask":[104],"Learning":[105],"(dMTL)":[106],"by":[107],"adding":[108],"tumor's":[109],"genetic":[110],"alteration":[111],"classifier":[112],"as":[113],"an":[114],"auxiliary":[115],"to":[117],"main":[119],"network,":[120],"ultimately":[121],"improving":[122],"accuracy":[124],"results.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1}],"updated_date":"2026-06-23T13:55:30.953635","created_date":"2025-10-10T00:00:00"}
