{"id":"https://openalex.org/W4292258992","doi":"https://doi.org/10.1007/s11548-022-02714-z","title":"Automated quantification of cartilage quality for hip treatment decision support","display_name":"Automated quantification of cartilage quality for hip treatment decision support","publication_year":2022,"publication_date":"2022-08-17","ids":{"openalex":"https://openalex.org/W4292258992","doi":"https://doi.org/10.1007/s11548-022-02714-z","pmid":"https://pubmed.ncbi.nlm.nih.gov/35976596"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-022-02714-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02714-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02714-z.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/s11548-022-02714-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065344326","display_name":"Adrian C. Ruckli","orcid":"https://orcid.org/0000-0002-2028-4608"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Adrian C. Ruckli","raw_affiliation_strings":["sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-2028-4608","affiliations":[{"raw_affiliation_string":"sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082732735","display_name":"Florian Schmaranzer","orcid":"https://orcid.org/0000-0002-8729-7243"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Florian Schmaranzer","raw_affiliation_strings":["Department of Diagnostic-, Interventional- and Pediatric Radiology, Inselspital, University Hospital of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8729-7243","affiliations":[{"raw_affiliation_string":"Department of Diagnostic-, Interventional- and Pediatric Radiology, Inselspital, University Hospital of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037906202","display_name":"Malin K. Meier","orcid":"https://orcid.org/0000-0002-8858-9213"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Malin K. Meier","raw_affiliation_strings":["Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-8858-9213","affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087805012","display_name":"Till D. Lerch","orcid":"https://orcid.org/0000-0002-0475-0269"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Till D. Lerch","raw_affiliation_strings":["Department of Diagnostic-, Interventional- and Pediatric Radiology, Inselspital, University Hospital of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-0475-0269","affiliations":[{"raw_affiliation_string":"Department of Diagnostic-, Interventional- and Pediatric Radiology, Inselspital, University Hospital of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025253381","display_name":"Simon D. Steppacher","orcid":"https://orcid.org/0000-0002-4907-8939"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Simon D. Steppacher","raw_affiliation_strings":["Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-4907-8939","affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027220146","display_name":"Moritz Tannast","orcid":"https://orcid.org/0000-0002-2761-565X"},"institutions":[{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Moritz Tannast","raw_affiliation_strings":["Department of Orthopaedic Surgery and Traumatology, Fribourg Cantonal Hospital, University of Fribourg, Fribourg, Switzerland"],"raw_orcid":"https://orcid.org/0000-0002-2761-565X","affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery and Traumatology, Fribourg Cantonal Hospital, University of Fribourg, Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082199637","display_name":"Guodong Zeng","orcid":"https://orcid.org/0000-0002-6286-9401"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I154338468","display_name":"University of Fribourg","ror":"https://ror.org/022fs9h90","country_code":"CH","type":"education","lineage":["https://openalex.org/I154338468"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Guodong Zeng","raw_affiliation_strings":["Department of Orthopaedic Surgery and Traumatology, Fribourg Cantonal Hospital, University of Fribourg, Fribourg, Switzerland","sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery and Traumatology, Fribourg Cantonal Hospital, University of Fribourg, Fribourg, Switzerland","institution_ids":["https://openalex.org/I154338468"]},{"raw_affiliation_string":"sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053082976","display_name":"J\u00fcrgen Burger","orcid":"https://orcid.org/0000-0003-2496-638X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"J\u00fcrgen Burger","raw_affiliation_strings":["sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000266193","display_name":"Klaus A. Siebenrock","orcid":"https://orcid.org/0000-0003-3627-4313"},"institutions":[{"id":"https://openalex.org/I2801112126","display_name":"University Hospital of Bern","ror":"https://ror.org/01q9sj412","country_code":"CH","type":"healthcare","lineage":["https://openalex.org/I2801112126"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Klaus A. Siebenrock","raw_affiliation_strings":["Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-3627-4313","affiliations":[{"raw_affiliation_string":"Department of Orthopaedic Surgery and Traumatology, Inselspital, University Hospital of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I2801112126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009590404","display_name":"Nicolas Gerber","orcid":"https://orcid.org/0000-0003-0308-699X"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]},{"id":"https://openalex.org/I335988729","display_name":"Universidad Iberoamericana","ror":"https://ror.org/004xzjm20","country_code":"DO","type":"education","lineage":["https://openalex.org/I335988729"]}],"countries":["CH","DO"],"is_corresponding":true,"raw_author_name":"Nicolas Gerber","raw_affiliation_strings":["sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland. nicolas.gerber@sitem.unibe.ch","sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-0308-699X","affiliations":[{"raw_affiliation_string":"sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland. nicolas.gerber@sitem.unibe.ch","institution_ids":["https://openalex.org/I335988729"]},{"raw_affiliation_string":"sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063607577","display_name":"Kate Gerber","orcid":"https://orcid.org/0000-0003-4086-4973"},"institutions":[{"id":"https://openalex.org/I118564535","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05","country_code":"CH","type":"education","lineage":["https://openalex.org/I118564535"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Kate Gerber","raw_affiliation_strings":["sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland"],"raw_orcid":"https://orcid.org/0000-0003-4086-4973","affiliations":[{"raw_affiliation_string":"sitem Center for Translational Medicine and Biomedical Entrepreneurship, Personalised Medicine, University of Bern, Bern, Switzerland","institution_ids":["https://openalex.org/I118564535"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5009590404"],"corresponding_institution_ids":["https://openalex.org/I118564535","https://openalex.org/I335988729"],"apc_list":{"value":4390,"currency":"USD","value_usd":4390},"apc_paid":{"value":4390,"currency":"USD","value_usd":4390},"fwci":1.8402,"has_fulltext":true,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85971073,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"17","issue":"11","first_page":"2011","last_page":"2021"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.8604999780654907,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10105","display_name":"Osteoarthritis Treatment and Mechanisms","score":0.8604999780654907,"subfield":{"id":"https://openalex.org/subfields/2745","display_name":"Rheumatology"},"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/T10562","display_name":"Total Knee Arthroplasty Outcomes","score":0.032099999487400055,"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/T11218","display_name":"Hip disorders and treatments","score":0.01209999993443489,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cartilage","display_name":"Cartilage","score":0.818575382232666},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.6505236625671387},{"id":"https://openalex.org/keywords/femoral-head","display_name":"Femoral head","score":0.4180606007575989},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.416967511177063},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41113582253456116},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.3754781484603882},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28153252601623535},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.20189175009727478}],"concepts":[{"id":"https://openalex.org/C2780550940","wikidata":"https://www.wikidata.org/wiki/Q502730","display_name":"Cartilage","level":2,"score":0.818575382232666},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.6505236625671387},{"id":"https://openalex.org/C2779100257","wikidata":"https://www.wikidata.org/wiki/Q582849","display_name":"Femoral head","level":2,"score":0.4180606007575989},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.416967511177063},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41113582253456116},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3754781484603882},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28153252601623535},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.20189175009727478}],"mesh":[{"descriptor_ui":"D000077","descriptor_name":"Acetabulum","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D000077","descriptor_name":"Acetabulum","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D000077","descriptor_name":"Acetabulum","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D002358","descriptor_name":"Cartilage, Articular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002358","descriptor_name":"Cartilage, Articular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D002358","descriptor_name":"Cartilage, Articular","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003287","descriptor_name":"Contrast Media","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005682","descriptor_name":"Gadolinium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005682","descriptor_name":"Gadolinium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005682","descriptor_name":"Gadolinium","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006621","descriptor_name":"Hip Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D006621","descriptor_name":"Hip Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","is_major_topic":false},{"descriptor_ui":"D006621","descriptor_name":"Hip Joint","qualifier_ui":"Q000601","qualifier_name":"surgery","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.1007/s11548-022-02714-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02714-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02714-z.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:35976596","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35976596","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:9515031","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9515031","pdf_url":null,"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"},{"id":"pmh:doi:10.48350/172135","is_oa":false,"landing_page_url":"https://boris-portal.unibe.ch/handle/20.500.12422/202055","pdf_url":null,"source":{"id":"https://openalex.org/S4406922384","display_name":"Open MIND","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":null,"raw_type":"JournalArticle"},{"id":"pmh:oai:boris.unibe.ch:172135","is_oa":true,"landing_page_url":"https://boris.unibe.ch/172135/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401086","display_name":"Bern Open Repository and Information System (University of Bern)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118564535","host_organization_name":"University of Bern","host_organization_lineage":["https://openalex.org/I118564535"],"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":"Ruckli, Adrian Cyrill; Schmaranzer, Florian; Meier, Malin K; Lerch, Till D; Steppacher, Simon D; Tannast, Moritz; Zeng, Guodong; Burger, J\u00fcrgen; Siebenrock, Klaus A; Gerber, Nicolas; Gerber, Kate (2022). Automated quantification of cartilage quality for hip treatment decision support. International journal of computer assisted radiology and surgery, 17(11), pp. 2011-2021. Springer 10.1007/s11548-022-02714-z <http://dx.doi.org/10.1007/s11548-022-02714-z>","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11548-022-02714-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-022-02714-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-022-02714-z.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":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310992","display_name":"University of Bern","ror":"https://ror.org/02k7v4d05"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4292258992.pdf","grobid_xml":"https://content.openalex.org/works/W4292258992.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1970857984","https://openalex.org/W1983401531","https://openalex.org/W1986788795","https://openalex.org/W2012359230","https://openalex.org/W2012821381","https://openalex.org/W2021493791","https://openalex.org/W2026635565","https://openalex.org/W2035382188","https://openalex.org/W2041043959","https://openalex.org/W2051138988","https://openalex.org/W2062105397","https://openalex.org/W2081849992","https://openalex.org/W2095249973","https://openalex.org/W2140517500","https://openalex.org/W2149024975","https://openalex.org/W2151608434","https://openalex.org/W2160012797","https://openalex.org/W2265452680","https://openalex.org/W2372578076","https://openalex.org/W2518226822","https://openalex.org/W2529358221","https://openalex.org/W2559450981","https://openalex.org/W2682910489","https://openalex.org/W2762110618","https://openalex.org/W2793538395","https://openalex.org/W2794990008","https://openalex.org/W2809279174","https://openalex.org/W2925340520","https://openalex.org/W2938596215","https://openalex.org/W2943666912","https://openalex.org/W2970605836","https://openalex.org/W3090196390","https://openalex.org/W3131568034","https://openalex.org/W3173413722","https://openalex.org/W4206355252"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W2586801360","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W3133714215"],"abstract_inverted_index":{"PURPOSE:":[0],"Preservation":[1],"surgery":[2],"can":[3,46],"halt":[4],"the":[5,11,14,20,27,63,83,88,140,156,161,220,229,273,276,284,291],"progress":[6],"of":[7,13,26,38,53,62,76,87,120,131,143,168,223,232,238,259,272],"joint":[8],"degradation,":[9],"preserving":[10],"life":[12],"hip;":[15],"however,":[16],"outcome":[17],"depends":[18],"on":[19,98,176,209,262],"existing":[21],"cartilage":[22,29,39,54,64,91,110,115,162,189,225,239],"quality.":[23],"Biochemical":[24],"analysis":[25,61,119,190,222,282],"hip":[28,90,224],"utilizing":[30],"MRI":[31,37],"sequences":[32],"such":[33],"as":[34],"delayed":[35],"gadolinium-enhanced":[36],"(dGEMRIC),":[40],"in":[41,193,241,254,290],"addition":[42],"to":[43,49,73],"morphological":[44,234],"analysis,":[45],"be":[47],"used":[48],"detect":[50],"early":[51],"signs":[52,237],"degradation.":[55],"However,":[56],"a":[57,74,128,164,251],"complete,":[58],"accurate":[59,269],"3D":[60,89,221],"regions":[65],"and":[66,109,122,127,149,159,172,178,195,206,211,235,244,265],"layers":[67],"is":[68],"currently":[69],"not":[70],"possible":[71],"due":[72],"lack":[75],"diagnostic":[77],"tools.":[78],"METHODS:":[79],"A":[80,112,186],"system":[81],"for":[82,105,118,139,199,219,228,286],"efficient":[84],"automatic":[85,141,188,212],"parametrization":[86],"was":[92,134,191,214,226],"developed.":[93],"2D":[94],"U-nets":[95],"were":[96],"trained":[97,153],"manually":[99],"annotated":[100],"dual-flip":[101],"angle":[102],"(DFA)":[103],"dGEMRIC":[104,144,201],"femoral":[106,157],"head":[107,158],"localization":[108],"segmentation.":[111],"fully":[113],"automated":[114,230],"sectioning":[116],"pipeline":[117],"central":[121],"peripheral":[123],"regions,":[124],"femoral-acetabular":[125],"layers,":[126],"variable":[129],"number":[130],"section":[132],"slices,":[133],"developed":[135,227],"along":[136],"with":[137,163,275],"functionality":[138],"calculation":[142],"index,":[145,202],"thickness,":[146],"surface":[147,204],"area,":[148,205],"volume.":[150],"RESULTS:":[151],"The":[152,247],"networks":[154,274],"locate":[155],"segment":[160],"Dice":[165],"similarity":[166],"coefficient":[167],"88":[169],"\u00b1":[170,174],"3":[171],"83":[173],"4%":[175],"DFA":[177],"magnetization-prepared":[179],"2":[180],"rapid":[181],"gradient-echo":[182],"(MP2RAGE)":[183],"dGEMRIC,":[184],"respectively.":[185],"completely":[187],"performed":[192],"18s,":[194],"no":[196],"significant":[197],"difference":[198],"average":[200],"volume,":[203],"thickness":[207],"calculated":[208],"manual":[210],"segmentation":[213,248,260],"observed.":[215],"CONCLUSION:":[216],"An":[217],"application":[218],"detection":[231],"subtle":[233],"biochemical":[236],"degradation":[240],"prognostic":[242],"studies":[243],"clinical":[245],"diagnosis.":[246],"network":[249],"achieved":[250],"4-time":[252],"increase":[253],"processing":[255],"speed":[256],"without":[257,283],"loss":[258],"accuracy":[261],"both":[263],"normal":[264],"deformed":[266],"anatomy,":[267],"enabling":[268],"parametrization.":[270],"Retraining":[271],"promising":[277],"MP2RAGE":[278],"protocol":[279],"would":[280],"enable":[281],"need":[285],"B1":[287],"inhomogeneity":[288],"correction":[289],"future.":[292]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}