{"id":"https://openalex.org/W4393931786","doi":"https://doi.org/10.1007/s11548-024-03110-5","title":"Deep-learning based 3D reconstruction of lower limb bones from biplanar radiographs for preoperative osteotomy planning","display_name":"Deep-learning based 3D reconstruction of lower limb bones from biplanar radiographs for preoperative osteotomy planning","publication_year":2024,"publication_date":"2024-04-04","ids":{"openalex":"https://openalex.org/W4393931786","doi":"https://doi.org/10.1007/s11548-024-03110-5","pmid":"https://pubmed.ncbi.nlm.nih.gov/38573567"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-024-03110-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-024-03110-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03110-5.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03110-5.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060231783","display_name":"Tabitha Roth","orcid":"https://orcid.org/0000-0002-2342-9710"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210090941","display_name":"Institute for Biomedical Engineering","ror":"https://ror.org/00baskk38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I202697423","https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4210090941"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Tabitha Arn Roth","raw_affiliation_strings":["Institute for Biomechanics, ETH Zurich, Zurich, Switzerland. tabitha.arn.roth@gmail.com","Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland. tabitha.arn.roth@gmail.com","Institute for Biomechanics, ETH Zurich, Zurich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-2342-9710","affiliations":[{"raw_affiliation_string":"Institute for Biomechanics, ETH Zurich, Zurich, Switzerland. tabitha.arn.roth@gmail.com","institution_ids":["https://openalex.org/I4210090941"]},{"raw_affiliation_string":"Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland. tabitha.arn.roth@gmail.com","institution_ids":["https://openalex.org/I4210124057"]},{"raw_affiliation_string":"Institute for Biomechanics, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210090941","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028572624","display_name":"Moritz Jokeit","orcid":"https://orcid.org/0000-0003-1890-9178"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210090941","display_name":"Institute for Biomedical Engineering","ror":"https://ror.org/00baskk38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I202697423","https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4210090941"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Moritz Jokeit","raw_affiliation_strings":["Institute for Biomechanics, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Biomechanics, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210090941","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040546832","display_name":"Reto Sutter","orcid":"https://orcid.org/0000-0001-6355-9838"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Reto Sutter","raw_affiliation_strings":["Department of Radiology, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiology, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090593188","display_name":"Lazaros Vlachopoulos","orcid":"https://orcid.org/0009-0003-0178-8389"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Lazaros Vlachopoulos","raw_affiliation_strings":["Department of Orthopedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052007977","display_name":"Sandro F. Fucentese","orcid":"https://orcid.org/0000-0003-2993-7537"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Sandro F. Fucentese","raw_affiliation_strings":["Department of Orthopedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopedics, Balgrist University Hospital, University of Zurich, Forchstrasse 340, 8008, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004993943","display_name":"Fabio Carrillo","orcid":"https://orcid.org/0000-0002-0942-0277"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Fabio Carrillo","raw_affiliation_strings":["Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210124057","https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064442963","display_name":"Jess G. Snedeker","orcid":"https://orcid.org/0000-0002-8115-0275"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]},{"id":"https://openalex.org/I4210090941","display_name":"Institute for Biomedical Engineering","ror":"https://ror.org/00baskk38","country_code":"CH","type":"facility","lineage":["https://openalex.org/I202697423","https://openalex.org/I2799323385","https://openalex.org/I35440088","https://openalex.org/I4210090941"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Jess G. Snedeker","raw_affiliation_strings":["Institute for Biomechanics, ETH Zurich, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Biomechanics, ETH Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210090941","https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042562655","display_name":"Hooman Esfandiari","orcid":"https://orcid.org/0000-0003-2572-1798"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Hooman Esfandiari","raw_affiliation_strings":["Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210124057","https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080643821","display_name":"Philipp F\u00fcrnstahl","orcid":"https://orcid.org/0000-0001-6484-6206"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]},{"id":"https://openalex.org/I4210124057","display_name":"Universit\u00e4tsklinik Balgrist","ror":"https://ror.org/02yzaka98","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I4210124057"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Philipp F\u00fcrnstahl","raw_affiliation_strings":["Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research in Orthopedic Computer Science (ROCS), University Hospital Balgrist, University of Zurich, Balgrist Campus, Lengghalde 5, 8008, Zurich, Switzerland","institution_ids":["https://openalex.org/I4210124057","https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5060231783"],"corresponding_institution_ids":["https://openalex.org/I35440088","https://openalex.org/I4210090941","https://openalex.org/I4210124057"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":6.0222,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.96789398,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"9","first_page":"1843","last_page":"1853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.8256000280380249,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.8256000280380249,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10512","display_name":"Orthopaedic implants and arthroplasty","score":0.06109999865293503,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"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/T10658","display_name":"Bone fractures and treatments","score":0.03350000083446503,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/radiography","display_name":"Radiography","score":0.7753391265869141},{"id":"https://openalex.org/keywords/surgical-planning","display_name":"Surgical planning","score":0.6473742127418518},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.6324349045753479},{"id":"https://openalex.org/keywords/sagittal-plane","display_name":"Sagittal plane","score":0.5152633190155029},{"id":"https://openalex.org/keywords/tibia","display_name":"Tibia","score":0.4709374010562897},{"id":"https://openalex.org/keywords/gold-standard","display_name":"Gold standard (test)","score":0.4654944837093353},{"id":"https://openalex.org/keywords/radiation-treatment-planning","display_name":"Radiation treatment planning","score":0.4468371868133545},{"id":"https://openalex.org/keywords/orthopedic-surgery","display_name":"Orthopedic surgery","score":0.43653807044029236},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.4306507110595703},{"id":"https://openalex.org/keywords/osteotomy","display_name":"Osteotomy","score":0.4235861003398895},{"id":"https://openalex.org/keywords/orthodontics","display_name":"Orthodontics","score":0.4055202603340149},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.19858136773109436},{"id":"https://openalex.org/keywords/radiation-therapy","display_name":"Radiation therapy","score":0.15232059359550476}],"concepts":[{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.7753391265869141},{"id":"https://openalex.org/C2779370443","wikidata":"https://www.wikidata.org/wiki/Q1776627","display_name":"Surgical planning","level":2,"score":0.6473742127418518},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6324349045753479},{"id":"https://openalex.org/C178910020","wikidata":"https://www.wikidata.org/wiki/Q2211994","display_name":"Sagittal plane","level":2,"score":0.5152633190155029},{"id":"https://openalex.org/C2777236700","wikidata":"https://www.wikidata.org/wiki/Q178366","display_name":"Tibia","level":2,"score":0.4709374010562897},{"id":"https://openalex.org/C40993552","wikidata":"https://www.wikidata.org/wiki/Q514654","display_name":"Gold standard (test)","level":2,"score":0.4654944837093353},{"id":"https://openalex.org/C201645570","wikidata":"https://www.wikidata.org/wiki/Q830637","display_name":"Radiation treatment planning","level":3,"score":0.4468371868133545},{"id":"https://openalex.org/C68312169","wikidata":"https://www.wikidata.org/wiki/Q216685","display_name":"Orthopedic surgery","level":2,"score":0.43653807044029236},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.4306507110595703},{"id":"https://openalex.org/C2776389721","wikidata":"https://www.wikidata.org/wiki/Q2167748","display_name":"Osteotomy","level":2,"score":0.4235861003398895},{"id":"https://openalex.org/C29694066","wikidata":"https://www.wikidata.org/wiki/Q118301","display_name":"Orthodontics","level":1,"score":0.4055202603340149},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.19858136773109436},{"id":"https://openalex.org/C509974204","wikidata":"https://www.wikidata.org/wiki/Q180507","display_name":"Radiation therapy","level":2,"score":0.15232059359550476}],"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":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008875","descriptor_name":"Middle Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010027","descriptor_name":"Osteotomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010027","descriptor_name":"Osteotomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010027","descriptor_name":"Osteotomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010027","descriptor_name":"Osteotomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010027","descriptor_name":"Osteotomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010027","descriptor_name":"Osteotomy","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D011300","descriptor_name":"Preoperative Care","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D013977","descriptor_name":"Tibia","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":true},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-024-03110-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-024-03110-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03110-5.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:38573567","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38573567","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11365828","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11365828","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11365828/pdf/11548_2024_Article_3110.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":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-024-03110-5","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-024-03110-5","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-024-03110-5.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","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":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G4453346209","display_name":null,"funder_award_id":"320030_182352/1","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4603199507","display_name":"3D-LEDECO: SIMULATION-BASED SURGICAL PLANNING FOR OPTIMIZED LEG DEFORMITY CORRECTION UNDER CONSIDERATION OF WEIGHT-BEARING AND JOINT LOAD","funder_award_id":"182352","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4976190625","display_name":null,"funder_award_id":"320030_182352","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G880118091","display_name":null,"funder_award_id":"320030","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4393931786.pdf"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W2035105327","https://openalex.org/W2041571426","https://openalex.org/W2052889290","https://openalex.org/W2178629455","https://openalex.org/W2340436139","https://openalex.org/W2513687695","https://openalex.org/W2803269272","https://openalex.org/W2803727418","https://openalex.org/W2897453080","https://openalex.org/W2950390322","https://openalex.org/W2957353405","https://openalex.org/W2963270077","https://openalex.org/W2974995997","https://openalex.org/W2998474039","https://openalex.org/W3006658362","https://openalex.org/W3012571282","https://openalex.org/W3038511176","https://openalex.org/W3109389373","https://openalex.org/W3126050797","https://openalex.org/W4303709759","https://openalex.org/W4319034288","https://openalex.org/W4376642480"],"related_works":["https://openalex.org/W2125739311","https://openalex.org/W2221324805","https://openalex.org/W2618116817","https://openalex.org/W2316659537","https://openalex.org/W2132086612","https://openalex.org/W2030432248","https://openalex.org/W3148703294","https://openalex.org/W2352117915","https://openalex.org/W2467923256","https://openalex.org/W2330220355"],"abstract_inverted_index":{"PURPOSE:":[0],"Three-dimensional":[1],"(3D)":[2],"preoperative":[3,40,76,137,186,239],"planning":[4,41,77,187,240],"has":[5],"become":[6],"the":[7,32,49,102,107,111,117,124,127,132,140,144,164,172,221],"gold":[8],"standard":[9,33],"for":[10,39,78,131,146,163,171,184,203,220],"orthopedic":[11],"surgeries,":[12],"primarily":[13],"relying":[14],"on":[15,83],"CT-reconstructed":[16],"3D":[17,75,84,118,129],"models.":[18],"However,":[19,245],"in":[20,59,110,150,188,236],"contrast":[21],"to":[22,51,73,100,199],"standing":[23,90,229],"radiographs,":[24,96],"a":[25,60,69,147,189,217,256],"CT":[26,148],"scan":[27,149],"is":[28,36,46,57],"not":[29],"part":[30],"of":[31,54,126,136,142,193,224,241,252],"protocol":[34],"but":[35],"usually":[37],"acquired":[38,58],"purposes":[42],"only.":[43],"Additionally,":[44],"it":[45],"costly,":[47],"exposes":[48],"patients":[50],"high":[52,79,155,242],"doses":[53],"radiation":[55],"and":[56,114,169,174,206,211,232,249],"non-weight-bearing":[61],"position.":[62],"METHODS:":[63],"In":[64],"this":[65],"study,":[66],"we":[67,97,122],"develop":[68],"deep-learning":[70],"based":[71,82],"pipeline":[72],"facilitate":[74],"tibial":[80,156,165,207,243,253],"osteotomies,":[81],"models":[85,130,180,226],"reconstructed":[86,95,128,179],"from":[87,227],"low-dose":[88],"biplanar":[89,228],"EOS":[91,230],"radiographs.":[92],"Using":[93],"digitally":[94],"train":[98],"networks":[99],"localize":[101],"clinically":[103],"required":[104],"landmarks,":[105],"separate":[106],"two":[108],"legs":[109],"sagittal":[112],"radiograph":[113],"finally":[115],"reconstruct":[116],"bone":[119,225],"model.":[120],"Finally,":[121],"evaluate":[123],"accuracy":[125],"particular":[133],"application":[134],"case":[135],"planning,":[138],"with":[139],"aim":[141],"eliminating":[143],"need":[145],"specific":[151],"cases,":[152],"such":[153],"as":[154],"osteotomies.":[157,244],"RESULTS:":[158],"The":[159,178,196],"mean":[160,197],"Dice":[161],"coefficients":[162],"reconstructions":[166],"were":[167,181,209],"0.92":[168],"0.89":[170],"right":[173],"left":[175],"tibia,":[176],"respectively.":[177,213],"successfully":[182,233],"used":[183],"clinical-grade":[185,238],"real":[190],"patient":[191],"series":[192],"52":[194],"cases.":[195],"differences":[198],"ground":[200],"truth":[201],"values":[202],"mechanical":[204],"axis":[205],"slope":[208,254],"0.52\u00b0":[210],"4.33\u00b0,":[212],"CONCLUSIONS:":[214],"We":[215],"contribute":[216],"novel":[218],"framework":[219],"2D-3D":[222],"reconstruction":[223,248],"radiographs":[231],"use":[234],"them":[235],"automated":[237,250],"achieving":[246],"precise":[247],"measurement":[251],"remains":[255],"significant":[257],"challenge.":[258]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-08T08:33:18.762332","created_date":"2025-10-10T00:00:00"}
