{"id":"https://openalex.org/W4213430005","doi":"https://doi.org/10.1109/jbhi.2022.3152267","title":"CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification","display_name":"CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification","publication_year":2022,"publication_date":"2022-02-22","ids":{"openalex":"https://openalex.org/W4213430005","doi":"https://doi.org/10.1109/jbhi.2022.3152267","pmid":"https://pubmed.ncbi.nlm.nih.gov/35192467"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2022.3152267","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3152267","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.amsterdamumc.nl/ws/files/155306920/Cnn-attention-guidance-for-improved-orthopedics-radiographic-fracture-classification.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103020604","display_name":"Zhibin Liao","orcid":"https://orcid.org/0000-0001-9965-4511"},"institutions":[{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zhibin Liao","raw_affiliation_strings":["Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia"],"raw_orcid":"https://orcid.org/0000-0001-9965-4511","affiliations":[{"raw_affiliation_string":"Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081316307","display_name":"Kewen Liao","orcid":"https://orcid.org/0000-0003-0371-6525"},"institutions":[{"id":"https://openalex.org/I86695891","display_name":"Australian Catholic University","ror":"https://ror.org/04cxm4j25","country_code":"AU","type":"education","lineage":["https://openalex.org/I86695891"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Kewen Liao","raw_affiliation_strings":["HilstLab, Peter Faber Business School, Australian Catholic University, North Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0003-0371-6525","affiliations":[{"raw_affiliation_string":"HilstLab, Peter Faber Business School, Australian Catholic University, North Sydney, NSW, Australia","institution_ids":["https://openalex.org/I86695891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084809225","display_name":"Haifeng Shen","orcid":"https://orcid.org/0000-0002-8221-981X"},"institutions":[{"id":"https://openalex.org/I86695891","display_name":"Australian Catholic University","ror":"https://ror.org/04cxm4j25","country_code":"AU","type":"education","lineage":["https://openalex.org/I86695891"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Haifeng Shen","raw_affiliation_strings":["HilstLab, Peter Faber Business School, Australian Catholic University, North Sydney, NSW, Australia"],"raw_orcid":"https://orcid.org/0000-0002-8221-981X","affiliations":[{"raw_affiliation_string":"HilstLab, Peter Faber Business School, Australian Catholic University, North Sydney, NSW, Australia","institution_ids":["https://openalex.org/I86695891"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051883935","display_name":"Marouska F. van Boxel","orcid":"https://orcid.org/0000-0001-5845-1494"},"institutions":[{"id":"https://openalex.org/I4210151833","display_name":"Amsterdam University Medical Centers","ror":"https://ror.org/05grdyy37","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I4210151833"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Marouska F. van Boxel","raw_affiliation_strings":["Department of Orthopaedic Surgery, Amsterdam UMC, Amsterdam, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery, Amsterdam UMC, Amsterdam, The Netherlands","institution_ids":["https://openalex.org/I4210151833"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031372887","display_name":"Jasper Prijs","orcid":"https://orcid.org/0000-0003-4537-2273"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Jasper Prijs","raw_affiliation_strings":["Department of Surgery and the Department of Orthopaedic Surgery, Groningen University Medical Centre, Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0003-4537-2273","affiliations":[{"raw_affiliation_string":"Department of Surgery and the Department of Orthopaedic Surgery, Groningen University Medical Centre, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064300340","display_name":"Ruurd L. Jaarsma","orcid":"https://orcid.org/0000-0003-4308-7815"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]},{"id":"https://openalex.org/I2802931750","display_name":"Flinders Medical Centre","ror":"https://ror.org/020aczd56","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2802931750"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Ruurd L. Jaarsma","raw_affiliation_strings":["Orthopaedic Department, Flinders Medical Centre and Flinders University, Bedford Park, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orthopaedic Department, Flinders Medical Centre and Flinders University, Bedford Park, SA, Australia","institution_ids":["https://openalex.org/I169541294","https://openalex.org/I2802931750"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032292778","display_name":"Job N. Doornberg","orcid":"https://orcid.org/0000-0002-1270-2742"},"institutions":[{"id":"https://openalex.org/I1334415907","display_name":"University Medical Center Groningen","ror":"https://ror.org/03cv38k47","country_code":"NL","type":"healthcare","lineage":["https://openalex.org/I1334415907"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Job N. Doornberg","raw_affiliation_strings":["Department of Surgery and the Department of Orthopaedic Surgery, Groningen University Medical Centre, Groningen, The Netherlands"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Surgery and the Department of Orthopaedic Surgery, Groningen University Medical Centre, Groningen, The Netherlands","institution_ids":["https://openalex.org/I1334415907"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028024287","display_name":"Anton van den Hengel","orcid":"https://orcid.org/0000-0003-3027-8364"},"institutions":[{"id":"https://openalex.org/I4210127558","display_name":"Australian Centre for Robotic Vision","ror":"https://ror.org/02zv9xv82","country_code":"AU","type":"facility","lineage":["https://openalex.org/I4210127558"]},{"id":"https://openalex.org/I5681781","display_name":"The University of Adelaide","ror":"https://ror.org/00892tw58","country_code":"AU","type":"education","lineage":["https://openalex.org/I5681781"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Anton van den Hengel","raw_affiliation_strings":["Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3027-8364","affiliations":[{"raw_affiliation_string":"Australian Institute for Machine Learning, University of Adelaide, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I4210127558","https://openalex.org/I5681781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035480544","display_name":"Johan Verjans","orcid":"https://orcid.org/0000-0002-8336-6774"},"institutions":[{"id":"https://openalex.org/I169541294","display_name":"Flinders University","ror":"https://ror.org/01kpzv902","country_code":"AU","type":"education","lineage":["https://openalex.org/I169541294"]},{"id":"https://openalex.org/I2802931750","display_name":"Flinders Medical Centre","ror":"https://ror.org/020aczd56","country_code":"AU","type":"healthcare","lineage":["https://openalex.org/I2802931750"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Johan W. Verjans","raw_affiliation_strings":["Orthopaedic Department, Flinders Medical Centre and Flinders University, Adelaide, SA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orthopaedic Department, Flinders Medical Centre and Flinders University, Adelaide, SA, Australia","institution_ids":["https://openalex.org/I169541294","https://openalex.org/I2802931750"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2087,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.79526948,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"26","issue":"7","first_page":"3139","last_page":"3150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11636","display_name":"Artificial Intelligence in Healthcare and Education","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/2718","display_name":"Health Informatics"},"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9890000224113464,"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/T14510","display_name":"Medical Imaging and Analysis","score":0.9707000255584717,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8189680576324463},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7822157144546509},{"id":"https://openalex.org/keywords/popularity","display_name":"Popularity","score":0.6812815070152283},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6779378652572632},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6258792281150818},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5862436294555664},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5602385401725769},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.5020968914031982},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.47552159428596497},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42798519134521484},{"id":"https://openalex.org/keywords/orthopedic-surgery","display_name":"Orthopedic surgery","score":0.42401015758514404},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.29963749647140503},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.09980237483978271}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8189680576324463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7822157144546509},{"id":"https://openalex.org/C2780586970","wikidata":"https://www.wikidata.org/wiki/Q1357284","display_name":"Popularity","level":2,"score":0.6812815070152283},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6779378652572632},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6258792281150818},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5862436294555664},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5602385401725769},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.5020968914031982},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.47552159428596497},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42798519134521484},{"id":"https://openalex.org/C68312169","wikidata":"https://www.wikidata.org/wiki/Q216685","display_name":"Orthopedic surgery","level":2,"score":0.42401015758514404},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.29963749647140503},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09980237483978271},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0}],"mesh":[{"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":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003952","descriptor_name":"Diagnostic Imaging","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009985","descriptor_name":"Orthopedics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009985","descriptor_name":"Orthopedics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009985","descriptor_name":"Orthopedics","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011859","descriptor_name":"Radiography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1109/jbhi.2022.3152267","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2022.3152267","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:35192467","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35192467","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":"IEEE journal of biomedical and health informatics","raw_type":null},{"id":"pmh:oai:pure.amsterdamumc.nl:openaire/5682eb2b-8923-4808-a0a7-9dc7bd66bb24","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/5682eb2b-8923-4808-a0a7-9dc7bd66bb24","pdf_url":"https://pure.amsterdamumc.nl/ws/files/155306920/Cnn-attention-guidance-for-improved-orthopedics-radiographic-fracture-classification.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Liao, Z, Liao, K, Shen, H, van Boxel, M F, Prijs, J, Jaarsma, R L, Doornberg, J N, van den Hengel, A & Verjans, J W 2022, 'CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification', IEEE journal of biomedical and health informatics, vol. 26, no. 7, pp. 3139-3150. https://doi.org/10.1109/JBHI.2022.3152267","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.rug.nl:publications/2e2fba70-53b3-4821-97ff-5cc034498e9c","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/2e2fba70-53b3-4821-97ff-5cc034498e9c","pdf_url":"https://research.rug.nl/files/242390900/CNN_Attention_Guidance_for_Improved_Orthopedics_Radiographic_Fracture_Classification.pdf","source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Liao, Z, Liao, K, Shen, H, Van Boxel, M F, Prijs, J, Jaarsma, R L, Doornberg, J N, Van Den Hengel, A & Verjans, J W 2022, 'CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification', IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 7, pp. 3139-3150. https://doi.org/10.1109/JBHI.2022.3152267","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:arXiv.org:2203.10690","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2203.10690","pdf_url":"https://arxiv.org/pdf/2203.10690","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"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":null,"raw_type":"text"},{"id":"pmh:amcpub:oai:pure.amc.nl:publications/62aafe87-4548-4132-b682-261051c7f5ec","is_oa":false,"landing_page_url":"https://pure.amc.nl/en/publications/cnn-attention-guidance-for-improved-orthopedics-radiographic-fracture-classification(62aafe87-4548-4132-b682-261051c7f5ec).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE journal of biomedical and health informatics, 26(7), 3139 - 3150. Institute of Electrical and Electronics Engineers Inc.","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:figshare.com:article/28340252","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/CNN_Attention_Guidance_for_Improved_Orthopedics_Radiographic_Fracture_Classification/28340252","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/2e2fba70-53b3-4821-97ff-5cc034498e9c","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/2e2fba70-53b3-4821-97ff-5cc034498e9c","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liao, Z, Liao, K, Shen, H, Van Boxel, M F, Prijs, J, Jaarsma, R L, Doornberg, J N, Van Den Hengel, A & Verjans, J W 2022, 'CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification', IEEE Journal of Biomedical and Health Informatics, vol. 26, no. 7, pp. 3139-3150. https://doi.org/10.1109/JBHI.2022.3152267","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:pure.amsterdamumc.nl:openaire/5682eb2b-8923-4808-a0a7-9dc7bd66bb24","is_oa":true,"landing_page_url":"https://pure.amsterdamumc.nl/en/publications/5682eb2b-8923-4808-a0a7-9dc7bd66bb24","pdf_url":"https://pure.amsterdamumc.nl/ws/files/155306920/Cnn-attention-guidance-for-improved-orthopedics-radiographic-fracture-classification.pdf","source":{"id":"https://openalex.org/S7407055222","display_name":"Pure Amsterdam UMC","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"Liao, Z, Liao, K, Shen, H, van Boxel, M F, Prijs, J, Jaarsma, R L, Doornberg, J N, van den Hengel, A & Verjans, J W 2022, 'CNN Attention Guidance for Improved Orthopedics Radiographic Fracture Classification', IEEE journal of biomedical and health informatics, vol. 26, no. 7, pp. 3139-3150. https://doi.org/10.1109/JBHI.2022.3152267","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","score":0.4000000059604645,"display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213430005.pdf","grobid_xml":"https://content.openalex.org/works/W4213430005.grobid-xml"},"referenced_works_count":61,"referenced_works":["https://openalex.org/W1510835000","https://openalex.org/W1514535095","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W2015159529","https://openalex.org/W2036211005","https://openalex.org/W2097117768","https://openalex.org/W2108598243","https://openalex.org/W2123045220","https://openalex.org/W2166507657","https://openalex.org/W2169461537","https://openalex.org/W2194775991","https://openalex.org/W2295107390","https://openalex.org/W2424413254","https://openalex.org/W2463565445","https://openalex.org/W2516809705","https://openalex.org/W2606462007","https://openalex.org/W2733840449","https://openalex.org/W2759653627","https://openalex.org/W2799263800","https://openalex.org/W2804078698","https://openalex.org/W2887978863","https://openalex.org/W2888358068","https://openalex.org/W2894511130","https://openalex.org/W2897228760","https://openalex.org/W2898477488","https://openalex.org/W2913223168","https://openalex.org/W2962858109","https://openalex.org/W2962884579","https://openalex.org/W2963466845","https://openalex.org/W2963495494","https://openalex.org/W2963606198","https://openalex.org/W2963630207","https://openalex.org/W2963656855","https://openalex.org/W2963863924","https://openalex.org/W2963954913","https://openalex.org/W2981660311","https://openalex.org/W2983256121","https://openalex.org/W2988053426","https://openalex.org/W2997225633","https://openalex.org/W3005437975","https://openalex.org/W3007935259","https://openalex.org/W3029050330","https://openalex.org/W3081651468","https://openalex.org/W3094448053","https://openalex.org/W3101609372","https://openalex.org/W3108244925","https://openalex.org/W3129056955","https://openalex.org/W3160254835","https://openalex.org/W3198054860","https://openalex.org/W4245551807","https://openalex.org/W4246193833","https://openalex.org/W4308959200","https://openalex.org/W4385245566","https://openalex.org/W6637373629","https://openalex.org/W6638444622","https://openalex.org/W6677995690","https://openalex.org/W6719057275","https://openalex.org/W6739901393","https://openalex.org/W6751733626","https://openalex.org/W6752378368"],"related_works":["https://openalex.org/W2368605798","https://openalex.org/W2518037665","https://openalex.org/W2952813363","https://openalex.org/W4360783045","https://openalex.org/W4323287533","https://openalex.org/W2963346891","https://openalex.org/W3176438653","https://openalex.org/W2770149305","https://openalex.org/W3167930666","https://openalex.org/W3014952856"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1],"networks":[2],"(CNNs)":[3],"have":[4],"gained":[5],"significant":[6],"popularity":[7],"in":[8,11,49,131],"orthopedic":[9],"imaging":[10,80],"recent":[12],"years":[13],"due":[14],"to":[15,18,38,93,108],"their":[16,29],"ability":[17],"solve":[19],"fracture":[20,145],"classification":[21,146,167],"problems.":[22],"A":[23],"common":[24,70],"criticism":[25],"of":[26,46,64,77,104,121],"CNNs":[27],"is":[28,53,59,68,82,177],"opaque":[30],"learning":[31,111],"and":[32,42,85,163],"reasoning":[33],"process,":[34],"making":[35],"it":[36],"difficult":[37],"trust":[39],"machine":[40],"diagnosis":[41],"the":[43,57,102,105,119,132,134,173],"subsequent":[44],"adoption":[45],"such":[47],"algorithms":[48],"clinical":[50],"setting.":[51],"This":[52,116],"especially":[54],"true":[55],"when":[56],"CNN":[58,95,123],"trained":[60],"with":[61,125],"limited":[62],"amount":[63,76],"medical":[65,79],"data,":[66],"which":[67],"a":[69,83],"issue":[71],"as":[72],"curating":[73],"sufficiently":[74],"large":[75],"annotated":[78],"data":[81],"long":[84],"costly":[86],"process.":[87],"While":[88],"interest":[89],"has":[90,112],"been":[91,113],"devoted":[92],"explaining":[94],"learnt":[96],"knowledge":[97],"by":[98],"visualizing":[99],"network":[100,110,124,135,161],"attention,":[101],"utilization":[103],"visualized":[106],"attention":[107,127,156,162,175],"improve":[109,166],"rarely":[114],"investigated.":[115],"paper":[117],"explores":[118],"effectiveness":[120],"regularizing":[122],"human-provided":[126],"guidance":[128,176],"on":[129,180],"where":[130],"image":[133],"should":[136],"look":[137],"for":[138,172],"answering":[139],"clues.":[140],"On":[141],"two":[142],"orthopedics":[143],"radiographic":[144],"datasets,":[147],"through":[148],"extensive":[149],"experiments":[150],"we":[151],"demonstrate":[152],"that":[153],"explicit":[154],"human-guided":[155],"indeed":[157],"can":[158],"direct":[159],"correct":[160],"consequently":[164],"significantly":[165],"performance.":[168],"The":[169],"development":[170],"code":[171],"proposed":[174],"publicly":[178],"available":[179],"https://github.com/zhibinliao89/fracture_attention_guidance.":[181]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
