{"id":"https://openalex.org/W3019040704","doi":"https://doi.org/10.1007/s11548-020-02178-z","title":"Spatio-temporal deep learning methods for motion estimation using 4D OCT image data","display_name":"Spatio-temporal deep learning methods for motion estimation using 4D OCT image data","publication_year":2020,"publication_date":"2020-05-22","ids":{"openalex":"https://openalex.org/W3019040704","doi":"https://doi.org/10.1007/s11548-020-02178-z","mag":"3019040704","pmid":"https://pubmed.ncbi.nlm.nih.gov/32445128"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-020-02178-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-020-02178-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02178-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":["arxiv","crossref","datacite","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02178-z.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5070915368","display_name":"Marcel Bengs","orcid":"https://orcid.org/0000-0002-2229-9547"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marcel Bengs","raw_affiliation_strings":["Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany. marcel.bengs@tuhh.de","Hamburg University of Technology"],"raw_orcid":"https://orcid.org/0000-0002-2229-9547","affiliations":[{"raw_affiliation_string":"Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany. marcel.bengs@tuhh.de","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]},{"raw_affiliation_string":"Hamburg University of Technology","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070804218","display_name":"Nils Gessert","orcid":"https://orcid.org/0000-0001-6325-5092"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Nils Gessert","raw_affiliation_strings":["Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany","[Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]},{"raw_affiliation_string":"[Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany]","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023078818","display_name":"Matthias Schl\u00fcter","orcid":"https://orcid.org/0000-0002-2019-1102"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Matthias Schl\u00fcter","raw_affiliation_strings":["Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany","[Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]},{"raw_affiliation_string":"[Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany]","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087348362","display_name":"Alexander Schlaefer","orcid":"https://orcid.org/0000-0001-9201-8854"},"institutions":[{"id":"https://openalex.org/I159176309","display_name":"Universit\u00e4t Hamburg","ror":"https://ror.org/00g30e956","country_code":"DE","type":"education","lineage":["https://openalex.org/I159176309"]},{"id":"https://openalex.org/I884043246","display_name":"Hamburg University of Technology","ror":"https://ror.org/04bs1pb34","country_code":"DE","type":"education","lineage":["https://openalex.org/I884043246"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Alexander Schlaefer","raw_affiliation_strings":["Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany","[Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]},{"raw_affiliation_string":"[Institute of Medical Technology, Hamburg University of Technology, Hamburg, Germany]","institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070915368"],"corresponding_institution_ids":["https://openalex.org/I159176309","https://openalex.org/I884043246"],"apc_list":{"value":4390,"currency":"USD","value_usd":4390},"apc_paid":{"value":4390,"currency":"USD","value_usd":4390},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.03011156,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"15","issue":"6","first_page":"943","last_page":"952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.7193999886512756,"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"}},"topics":[{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.7193999886512756,"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/T11438","display_name":"Retinal Imaging and Analysis","score":0.08619999885559082,"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/T11377","display_name":"Retinal and Macular Surgery","score":0.042500000447034836,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.8122055530548096},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.797139048576355},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7552721500396729},{"id":"https://openalex.org/keywords/optical-coherence-tomography","display_name":"Optical coherence tomography","score":0.6995896100997925},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6846258640289307},{"id":"https://openalex.org/keywords/motion-estimation","display_name":"Motion estimation","score":0.5133949518203735},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.48264867067337036},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4721802771091461},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4214394986629486},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40132230520248413}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8122055530548096},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.797139048576355},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7552721500396729},{"id":"https://openalex.org/C2778818243","wikidata":"https://www.wikidata.org/wiki/Q899552","display_name":"Optical coherence tomography","level":2,"score":0.6995896100997925},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6846258640289307},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.5133949518203735},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48264867067337036},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4721802771091461},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4214394986629486},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40132230520248413},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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":"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":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004867","descriptor_name":"Equipment Design","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":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013997","descriptor_name":"Time Factors","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014018","descriptor_name":"Tissue Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014018","descriptor_name":"Tissue Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014018","descriptor_name":"Tissue Distribution","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","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":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D041623","descriptor_name":"Tomography, Optical Coherence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D065287","descriptor_name":"Robotic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065287","descriptor_name":"Robotic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065287","descriptor_name":"Robotic Surgical Procedures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":8,"locations":[{"id":"doi:10.1007/s11548-020-02178-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-020-02178-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02178-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:32445128","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/32445128","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:arXiv.org:2004.10114","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2004.10114","pdf_url":"https://arxiv.org/pdf/2004.10114","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"mag:3019040704","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2004.10114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:null:11420/6636","is_oa":true,"landing_page_url":"http://hdl.handle.net/11420/6636","pdf_url":null,"source":{"id":"https://openalex.org/S4306401751","display_name":"tub.dok (Hamburg University of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I884043246","host_organization_name":"Hamburg University of Technology","host_organization_lineage":["https://openalex.org/I884043246"],"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":"","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:7303100","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7303100","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":"doi:10.48550/arxiv.2004.10114","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2004.10114","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.15480/882.2836","is_oa":true,"landing_page_url":"https://doi.org/10.15480/882.2836","pdf_url":null,"source":{"id":"https://openalex.org/S7407052987","display_name":"TUHH Open Research","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"JournalArticle"}],"best_oa_location":{"id":"doi:10.1007/s11548-020-02178-z","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-020-02178-z","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-020-02178-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":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3019040704.pdf","grobid_xml":"https://content.openalex.org/works/W3019040704.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W36198997","https://openalex.org/W1512560310","https://openalex.org/W1522734439","https://openalex.org/W1677409904","https://openalex.org/W1882111537","https://openalex.org/W1968271987","https://openalex.org/W1996137482","https://openalex.org/W2001076148","https://openalex.org/W2061199543","https://openalex.org/W2109896198","https://openalex.org/W2124386111","https://openalex.org/W2168683749","https://openalex.org/W2170229522","https://openalex.org/W2277618608","https://openalex.org/W2345882954","https://openalex.org/W2560474170","https://openalex.org/W2593389818","https://openalex.org/W2610333645","https://openalex.org/W2791575900","https://openalex.org/W2794067963","https://openalex.org/W2794262961","https://openalex.org/W2896755448","https://openalex.org/W2920463173","https://openalex.org/W2955540699","https://openalex.org/W2963446712","https://openalex.org/W2963566443","https://openalex.org/W2964226462","https://openalex.org/W2964298321","https://openalex.org/W2971627350","https://openalex.org/W3102878391","https://openalex.org/W3211388659"],"related_works":["https://openalex.org/W3212672640","https://openalex.org/W3034494250","https://openalex.org/W3001044650","https://openalex.org/W2802545914","https://openalex.org/W2162011993","https://openalex.org/W2992786846","https://openalex.org/W166740013","https://openalex.org/W2029398607","https://openalex.org/W2892640337","https://openalex.org/W3135816899","https://openalex.org/W2156741196","https://openalex.org/W2903417407","https://openalex.org/W2141716795","https://openalex.org/W2040866374","https://openalex.org/W2039186839","https://openalex.org/W3209152298","https://openalex.org/W2896537220","https://openalex.org/W2198195940","https://openalex.org/W2208572097","https://openalex.org/W2008164763"],"abstract_inverted_index":{"PURPOSE:":[0],"Localizing":[1],"structures":[2],"and":[3,32,42,63,107,111,116,203,209],"estimating":[4],"the":[5,50,77,132,181,234,256],"motion":[6,45,58,99,202,210,221],"of":[7,52,79,91,163,168,191],"a":[8,29,61,64,88,119,127,137,169,224],"specific":[9],"target":[10],"region":[11],"are":[12],"common":[13],"problems":[14],"for":[15,39,44,47,200,219,233],"navigation":[16],"during":[17],"surgical":[18],"interventions.":[19],"Optical":[20],"coherence":[21],"tomography":[22],"(OCT)":[23],"is":[24,204,252],"an":[25,159,189],"imaging":[26,41],"modality":[27],"with":[28,71],"high":[30],"spatial":[31],"temporal":[33,89,128,177,250],"resolution":[34],"that":[35,229,248],"has":[36,68],"been":[37,69],"used":[38],"intraoperative":[40],"also":[43,253],"estimation,":[46],"example,":[48],"in":[49],"context":[51],"ophthalmic":[53],"surgery":[54],"or":[55],"cochleostomy.":[56],"Recently,":[57],"estimation":[59,100],"between":[60],"template":[62],"moving":[65],"OCT":[66,92],"image":[67,93,207],"studied":[70],"deep":[72,97,113,121,144,172,217],"learning":[73,114,122,145,173,218],"methods":[74,115,146],"to":[75,166,188],"overcome":[76],"shortcomings":[78],"conventional,":[80],"feature-based":[81],"methods.":[82],"METHODS:":[83],"We":[84,213],"investigate":[85],"whether":[86],"using":[87,147,230],"stream":[90],"volumes":[94],"can":[95],"improve":[96],"learning-based":[98],"performance.":[101],"For":[102],"this":[103],"purpose,":[104],"we":[105,117,125,227],"design":[106],"evaluate":[108],"several":[109],"3D":[110,171],"4D":[112,148,156,185,196,215,231],"propose":[118,126,214],"new":[120],"approach.":[123],"Also,":[124,175],"regularization":[129,178,245],"strategy":[130,179,246],"at":[131,180,255],"model":[133,186,235,257],"output.":[134,258],"RESULTS:":[135],"Using":[136],"tissue":[138,225],"dataset":[139],"without":[140],"additional":[141,249],"markers,":[142],"our":[143,176,195],"data":[149],"outperform":[150],"previous":[151,170],"approaches.":[152],"The":[153],"best":[154],"performing":[155],"architecture":[157],"achieves":[158],"correlation":[160],"coefficient":[161],"(aCC)":[162],"98.58%":[164],"compared":[165],"85.0%":[167],"method.":[174],"output":[182],"further":[183],"improves":[184,237],"performance":[187,238],"aCC":[190],"99.06%.":[192],"In":[193],"particular,":[194],"method":[197],"works":[198],"well":[199],"larger":[201],"robust":[205],"toward":[206],"rotations":[208],"distortions.":[211],"CONCLUSIONS:":[212],"spatio-temporal":[216],"OCT-based":[220],"estimation.":[222],"On":[223],"dataset,":[226],"find":[228],"information":[232,251],"input":[236],"while":[239],"maintaining":[240],"reasonable":[241],"inference":[242],"times.":[243],"Our":[244],"demonstrates":[247],"beneficial":[254]},"counts_by_year":[],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
