{"id":"https://openalex.org/W4391567538","doi":"https://doi.org/10.1186/s12880-024-01216-5","title":"Artifact suppression for breast specimen imaging in micro CBCT using deep learning","display_name":"Artifact suppression for breast specimen imaging in micro CBCT using deep learning","publication_year":2024,"publication_date":"2024-02-06","ids":{"openalex":"https://openalex.org/W4391567538","doi":"https://doi.org/10.1186/s12880-024-01216-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/38321390"},"language":"en","primary_location":{"id":"doi:10.1186/s12880-024-01216-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01216-5","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01216-5","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01216-5","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012292176","display_name":"Sorapong Aootaphao","orcid":"https://orcid.org/0000-0003-0298-1984"},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]},{"id":"https://openalex.org/I1332092204","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Sorapong Aootaphao","raw_affiliation_strings":["Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand. aootaphao@gmail.com","Medical Imaging System Research Team, Assistive Technology and Medical Devices Research Group, National Electronics and Computer Technology Center, National Science and Technology Development Agency, Pathum Thani, Thailand. aootaphao@gmail.com","Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand. aootaphao@gmail.com","institution_ids":["https://openalex.org/I131868736"]},{"raw_affiliation_string":"Medical Imaging System Research Team, Assistive Technology and Medical Devices Research Group, National Electronics and Computer Technology Center, National Science and Technology Development Agency, Pathum Thani, Thailand. aootaphao@gmail.com","institution_ids":["https://openalex.org/I1332092204"]},{"raw_affiliation_string":"Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand","institution_ids":["https://openalex.org/I131868736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086163515","display_name":"Puttisak Puttawibul","orcid":null},"institutions":[{"id":"https://openalex.org/I131868736","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84","country_code":"TH","type":"education","lineage":["https://openalex.org/I131868736"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Puttisak Puttawibul","raw_affiliation_strings":["Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Medicine, Prince of Songkla University, Songkhla, Thailand","institution_ids":["https://openalex.org/I131868736"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031589974","display_name":"P. Thajchayapong","orcid":"https://orcid.org/0000-0002-9980-0539"},"institutions":[{"id":"https://openalex.org/I1332092204","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Pairash Thajchayapong","raw_affiliation_strings":["National Science and Technology Development Agency, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Science and Technology Development Agency, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I1332092204"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005411463","display_name":"Saowapak S. Thongvigitmanee","orcid":"https://orcid.org/0000-0002-7965-3025"},"institutions":[{"id":"https://openalex.org/I1332092204","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204"]},{"id":"https://openalex.org/I14316845","display_name":"National Electronics and Computer Technology Center","ror":"https://ror.org/04z82ry91","country_code":"TH","type":"government","lineage":["https://openalex.org/I1332092204","https://openalex.org/I14316845"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Saowapak S. Thongvigitmanee","raw_affiliation_strings":["Medical Imaging System Research Team, Assistive Technology and Medical Devices Research Group, National Electronics and Computer Technology Center, National Science and Technology Development Agency, Pathum Thani, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Medical Imaging System Research Team, Assistive Technology and Medical Devices Research Group, National Electronics and Computer Technology Center, National Science and Technology Development Agency, Pathum Thani, Thailand","institution_ids":["https://openalex.org/I1332092204","https://openalex.org/I14316845"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012292176"],"corresponding_institution_ids":["https://openalex.org/I131868736","https://openalex.org/I1332092204"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":{"value":2890,"currency":"USD","value_usd":2890},"fwci":1.0665,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73962932,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"24","issue":"1","first_page":"34","last_page":"34"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.41830000281333923,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.41830000281333923,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.2425999939441681,"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/T11361","display_name":"Digital Radiography and Breast Imaging","score":0.21089999377727509,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7616233825683594},{"id":"https://openalex.org/keywords/streak","display_name":"Streak","score":0.7266533374786377},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6904932260513306},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6215232014656067},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.6152874231338501},{"id":"https://openalex.org/keywords/breast-imaging","display_name":"Breast imaging","score":0.5621055960655212},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.5379906296730042},{"id":"https://openalex.org/keywords/artifact","display_name":"Artifact (error)","score":0.4884299337863922},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4665854573249817},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45984068512916565},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.43176084756851196},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.41710013151168823},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3379514217376709},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.19738280773162842},{"id":"https://openalex.org/keywords/mammography","display_name":"Mammography","score":0.16132938861846924},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13541057705879211},{"id":"https://openalex.org/keywords/breast-cancer","display_name":"Breast cancer","score":0.12730097770690918},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.11960986256599426},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11524263024330139},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10958462953567505}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7616233825683594},{"id":"https://openalex.org/C65185188","wikidata":"https://www.wikidata.org/wiki/Q107775","display_name":"Streak","level":2,"score":0.7266533374786377},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6904932260513306},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6215232014656067},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.6152874231338501},{"id":"https://openalex.org/C2777432617","wikidata":"https://www.wikidata.org/wiki/Q22905905","display_name":"Breast imaging","level":5,"score":0.5621055960655212},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.5379906296730042},{"id":"https://openalex.org/C2779010991","wikidata":"https://www.wikidata.org/wiki/Q2720909","display_name":"Artifact (error)","level":2,"score":0.4884299337863922},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4665854573249817},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45984068512916565},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.43176084756851196},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.41710013151168823},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3379514217376709},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.19738280773162842},{"id":"https://openalex.org/C2780472235","wikidata":"https://www.wikidata.org/wiki/Q324634","display_name":"Mammography","level":4,"score":0.16132938861846924},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13541057705879211},{"id":"https://openalex.org/C530470458","wikidata":"https://www.wikidata.org/wiki/Q128581","display_name":"Breast cancer","level":3,"score":0.12730097770690918},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.11960986256599426},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11524263024330139},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10958462953567505},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016477","descriptor_name":"Artifacts","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019047","descriptor_name":"Phantoms, Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D054893","descriptor_name":"Cone-Beam Computed Tomography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D054894","descriptor_name":"Spiral Cone-Beam Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054894","descriptor_name":"Spiral Cone-Beam Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054894","descriptor_name":"Spiral Cone-Beam Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054894","descriptor_name":"Spiral Cone-Beam Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D054894","descriptor_name":"Spiral Cone-Beam Computed Tomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055114","descriptor_name":"X-Ray Microtomography","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/s12880-024-01216-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01216-5","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01216-5","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},{"id":"pmid:38321390","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38321390","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":"BMC medical imaging","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10845762","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10845762","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10845762/pdf/12880_2024_Article_1216.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,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Med Imaging","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:a0693a49198a4b6ca8567f2d1336c31b","is_oa":false,"landing_page_url":"https://doaj.org/article/a0693a49198a4b6ca8567f2d1336c31b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Medical Imaging, Vol 24, Iss 1, Pp 1-14 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s12880-024-01216-5","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s12880-024-01216-5","pdf_url":"https://bmcmedimaging.biomedcentral.com/counter/pdf/10.1186/s12880-024-01216-5","source":{"id":"https://openalex.org/S6505649","display_name":"BMC Medical Imaging","issn_l":"1471-2342","issn":["1471-2342"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Medical Imaging","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.5,"display_name":"Life in Land"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322437","display_name":"National Science and Technology Development Agency","ror":"https://ror.org/04vy95b61"},{"id":"https://openalex.org/F4320322692","display_name":"Prince of Songkla University","ror":"https://ror.org/0575ycz84"},{"id":"https://openalex.org/F4320326657","display_name":"Faculty of Medicine, Prince of Songkla University","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391567538.pdf"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W1647554959","https://openalex.org/W2000204024","https://openalex.org/W2000823862","https://openalex.org/W2018670706","https://openalex.org/W2037521346","https://openalex.org/W2042096957","https://openalex.org/W2048417186","https://openalex.org/W2072344428","https://openalex.org/W2152142562","https://openalex.org/W2157812230","https://openalex.org/W2159530892","https://openalex.org/W2165297308","https://openalex.org/W2168730277","https://openalex.org/W2280962296","https://openalex.org/W2791871435","https://openalex.org/W2898257314","https://openalex.org/W2970437588","https://openalex.org/W2972061787","https://openalex.org/W3105751747","https://openalex.org/W3111960529","https://openalex.org/W3126423324","https://openalex.org/W3138258327","https://openalex.org/W3160670007","https://openalex.org/W4294677409"],"related_works":["https://openalex.org/W2082818786","https://openalex.org/W2000740899","https://openalex.org/W2371834895","https://openalex.org/W2997637732","https://openalex.org/W2381571063","https://openalex.org/W213647845","https://openalex.org/W3192071649","https://openalex.org/W2157892645","https://openalex.org/W2896778670","https://openalex.org/W1925354503"],"abstract_inverted_index":{"BACKGROUND:":[0],"Cone-beam":[1],"computed":[2],"tomography":[3],"(CBCT)":[4],"has":[5],"been":[6],"introduced":[7],"for":[8,91,328],"breast-specimen":[9],"imaging":[10],"to":[11,37,44,207],"identify":[12],"a":[13,65,69,87,110,148,155],"free":[14],"resection":[15],"margin":[16],"of":[17,46,49,64,113,216],"abnormal":[18],"tissues":[19,275],"in":[20,79,98,132,202,312],"breast":[21,58,70,321],"conservation.":[22],"As":[23],"well-known,":[24],"typical":[25],"micro":[26],"CT":[27],"consumes":[28],"long":[29],"acquisition":[30,40],"and":[31,95,109,129,145,262,285,296,309],"computation":[32],"times.":[33],"One":[34],"simple":[35],"solution":[36],"reduce":[38],"the":[39,47,62,80,133,137,160,163,169,180,198,203,209,217,221,228,231,271,277,280,286,291,299,313,319],"scan":[41],"time":[42],"is":[43],"decrease":[45],"number":[48,112],"projections,":[50],"but":[51],"this":[52,83,102],"method":[53,223,249,304],"generates":[54],"streak":[55,94,308],"artifacts":[56,74,97,178,289,311],"on":[57,68,154,179,279,290],"specimen":[59,71,322],"images.":[60,81,323],"Furthermore,":[61],"presence":[63],"metallic-needle":[66],"marker":[67,278],"causes":[72],"metal":[73,96,116,127,200,310],"that":[75],"are":[76],"prominently":[77],"visible":[78],"In":[82,101],"work,":[84,103],"we":[85],"propose":[86],"deep":[88],"learning-based":[89],"approach":[90],"suppressing":[92],"both":[93],"CBCT.":[99],"METHODS:":[100],"sinogram":[104,121,139,165,237,244],"datasets":[105],"acquired":[106],"from":[107,220,230],"CBCT":[108,314],"small":[111],"projections":[114],"containing":[115],"objects":[117,128,201],"were":[118,182,293],"used.":[119],"The":[120,175,191,213,247],"was":[122,140,166,195,224],"first":[123],"modified":[124,138,149],"by":[125,142,147,185,298],"removing":[126],"up":[130],"sampling":[131],"angular":[134],"direction.":[135],"Then,":[136],"initialized":[141],"linear":[143,239],"interpolation":[144],"synthesized":[146,164],"neural":[150,187],"network":[151,188],"model":[152],"based":[153],"U-Net":[156],"structure.":[157],"To":[158],"obtain":[159],"reconstructed":[161,167,218,315],"images,":[162,316],"using":[168],"traditional":[170,272],"filtered":[171],"backprojection":[172],"(FBP)":[173],"approach.":[174],"remaining":[176],"residual":[177],"images":[181,219,229,281,292],"further":[183],"handled":[184],"another":[186],"model,":[189],"ResU-Net.":[190],"corresponding":[192],"denoised":[193],"image":[194,214],"combined":[196],"with":[197,238,242,245],"extracted":[199],"same":[204],"data":[205],"positions":[206],"produce":[208],"final":[210],"results.":[211],"RESULTS:":[212],"quality":[215],"proposed":[222,248,303],"improved":[225],"better":[226],"than":[227,270],"conventional":[232],"FBP,":[233],"iterative":[234],"reconstruction":[235],"(IR),":[236],"interpolation,":[240],"denoise":[241],"ResU-Net,":[243],"U-Net.":[246],"yielded":[250],"3.6":[251],"times":[252,257,264],"higher":[253,258,265],"contrast-to-noise":[254],"ratio,":[255,261],"1.3":[256],"peak":[259],"signal-to-noise":[260],"1.4":[263],"structural":[266],"similarity":[267],"index":[268],"(SSIM)":[269],"technique.":[273],"Soft":[274],"around":[276],"showed":[282],"good":[283],"improvement,":[284],"mainly":[287],"severe":[288],"significantly":[294],"reduced":[295],"regulated":[297],"proposed.":[300],"CONCLUSIONS:":[301],"Our":[302],"performs":[305],"well":[306],"reducing":[307],"thus":[317],"improving":[318],"overall":[320],"This":[324],"would":[325],"be":[326],"beneficial":[327],"clinical":[329],"use.":[330]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
