{"id":"https://openalex.org/W4327730488","doi":"https://doi.org/10.3390/s23063208","title":"The Successive Next Network as Augmented Regularization for Deformable Brain MR Image Registration","display_name":"The Successive Next Network as Augmented Regularization for Deformable Brain MR Image Registration","publication_year":2023,"publication_date":"2023-03-17","ids":{"openalex":"https://openalex.org/W4327730488","doi":"https://doi.org/10.3390/s23063208","pmid":"https://pubmed.ncbi.nlm.nih.gov/36991918"},"language":"en","primary_location":{"id":"doi:10.3390/s23063208","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23063208","pdf_url":"https://www.mdpi.com/1424-8220/23/6/3208/pdf?version=1679297742","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/6/3208/pdf?version=1679297742","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100457490","display_name":"Meng Li","orcid":"https://orcid.org/0000-0002-6293-4146"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Li","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000865830","display_name":"Shunbo Hu","orcid":"https://orcid.org/0000-0002-1442-0976"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shunbo Hu","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":"https://orcid.org/0000-0002-1442-0976","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354153","display_name":"Guoqiang Li","orcid":"https://orcid.org/0000-0002-6577-917X"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guoqiang Li","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101858654","display_name":"Fuchun Zhang","orcid":"https://orcid.org/0000-0003-0923-4631"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fuchun Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052436599","display_name":"Jitao Li","orcid":"https://orcid.org/0000-0002-5849-9903"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jitao Li","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100624668","display_name":"Yue Yang","orcid":"https://orcid.org/0000-0002-0288-356X"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Yang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101985939","display_name":"Lintao Zhang","orcid":"https://orcid.org/0000-0003-2234-9476"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lintao Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":"https://orcid.org/0000-0003-2234-9476","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101953186","display_name":"Mingtao Liu","orcid":"https://orcid.org/0000-0002-2000-2850"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingtao Liu","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472412","display_name":"Yan Xu","orcid":"https://orcid.org/0000-0001-8333-6279"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Xu","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078705524","display_name":"Deqian Fu","orcid":"https://orcid.org/0000-0002-2447-7650"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deqian Fu","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":"https://orcid.org/0000-0002-2447-7650","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082021344","display_name":"Wenyin Zhang","orcid":"https://orcid.org/0000-0002-0370-448X"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenyin Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":"https://orcid.org/0000-0002-0370-448X","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100365484","display_name":"Xing Wang","orcid":"https://orcid.org/0000-0001-8704-7861"},"institutions":[{"id":"https://openalex.org/I15823474","display_name":"Linyi University","ror":"https://ror.org/01knv0402","country_code":"CN","type":"education","lineage":["https://openalex.org/I15823474"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Wang","raw_affiliation_strings":["School of Information Science and Engineering, Linyi University, Linyi 276000, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Linyi University, Linyi 276000, China","institution_ids":["https://openalex.org/I15823474"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5000865830","https://openalex.org/A5100354153"],"corresponding_institution_ids":["https://openalex.org/I15823474"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":0.3381,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.56072452,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":96},"biblio":{"volume":"23","issue":"6","first_page":"3208","last_page":"3208"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9991000294685364,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cascade","display_name":"Cascade","score":0.7153346538543701},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7150096893310547},{"id":"https://openalex.org/keywords/regularization","display_name":"Regularization (linguistics)","score":0.6578033566474915},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5971968173980713},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.501152753829956},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4738631248474121},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.422211229801178},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3553105592727661},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3276544213294983},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17894020676612854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13430571556091309},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08667051792144775}],"concepts":[{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.7153346538543701},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7150096893310547},{"id":"https://openalex.org/C2776135515","wikidata":"https://www.wikidata.org/wiki/Q17143721","display_name":"Regularization (linguistics)","level":2,"score":0.6578033566474915},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5971968173980713},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.501152753829956},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4738631248474121},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.422211229801178},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3553105592727661},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3276544213294983},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17894020676612854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13430571556091309},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08667051792144775},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s23063208","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23063208","pdf_url":"https://www.mdpi.com/1424-8220/23/6/3208/pdf?version=1679297742","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36991918","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36991918","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10058981","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10058981","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10058981/pdf/sensors-23-03208.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":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:6e2016d31ab142cb8481c34f46b268cb","is_oa":true,"landing_page_url":"https://doaj.org/article/6e2016d31ab142cb8481c34f46b268cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 6, p 3208 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/6/3208/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23063208","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"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":"Sensors; Volume 23; Issue 6; Pages: 3208","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23063208","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23063208","pdf_url":"https://www.mdpi.com/1424-8220/23/6/3208/pdf?version=1679297742","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3125212714","display_name":null,"funder_award_id":"61771230","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3144668867","display_name":null,"funder_award_id":"ZR2021MF115","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6605452607","display_name":null,"funder_award_id":"ZR2021MF115","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G7696250148","display_name":"\u57fa\u4e8e\u7ed3\u6784\u968f\u673a\u56de\u5f52\u68ee\u6797\u4f30\u8ba1\u5f62\u6001\u548c\u7070\u5ea6\u7684\u5a74\u5e7c\u513f\u8111\u90e8\u6838\u78c1\u5171\u632f\u56fe\u50cf\u975e\u521a\u4f53\u914d\u51c6\u7814\u7a76","funder_award_id":"61771230","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4327730488.pdf"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W2133665775","https://openalex.org/W2314945771","https://openalex.org/W2780601052","https://openalex.org/W2795659077","https://openalex.org/W2804440331","https://openalex.org/W2816936748","https://openalex.org/W2890761445","https://openalex.org/W2891590469","https://openalex.org/W2891631795","https://openalex.org/W2945717355","https://openalex.org/W2963196212","https://openalex.org/W2963971125","https://openalex.org/W2969361817","https://openalex.org/W2979923044","https://openalex.org/W2990081072","https://openalex.org/W3007763359","https://openalex.org/W3041014641","https://openalex.org/W3091131821","https://openalex.org/W3104164805","https://openalex.org/W3106537870","https://openalex.org/W3114481802","https://openalex.org/W3131834996","https://openalex.org/W3133298307","https://openalex.org/W3136762441","https://openalex.org/W3165710677","https://openalex.org/W3211066167","https://openalex.org/W4200492800","https://openalex.org/W4210363730","https://openalex.org/W4220817956","https://openalex.org/W4221011406","https://openalex.org/W4224983099","https://openalex.org/W4300003063","https://openalex.org/W4309574820","https://openalex.org/W4320013936","https://openalex.org/W6796233151","https://openalex.org/W6810626318"],"related_works":["https://openalex.org/W2153719181","https://openalex.org/W1971748923","https://openalex.org/W1566155057","https://openalex.org/W2060986072","https://openalex.org/W2052574922","https://openalex.org/W64588465","https://openalex.org/W3120641340","https://openalex.org/W2117825986","https://openalex.org/W3134067061","https://openalex.org/W2079855347"],"abstract_inverted_index":{"Deep-learning-based":[0],"registration":[1,21,32,79,157,198,230],"methods":[2],"can":[3],"not":[4,178],"only":[5,58,163],"save":[6],"time":[7,208],"but":[8],"also":[9],"automatically":[10],"extract":[11],"deep":[12],"features":[13],"from":[14],"images.":[15],"In":[16,54,96,159],"order":[17],"to":[18,28,76,126,135,141,146,169,233],"obtain":[19],"better":[20,150,172],"performance,":[22],"many":[23],"scholars":[24],"use":[25,59],"cascade":[26,36,61,202],"networks":[27,37],"realize":[29],"a":[30,60,149,171],"coarse-to-fine":[31],"progress.":[33],"However,":[34],"such":[35,131],"will":[38],"increase":[39],"network":[40,62,74,84,116,145,166,176,213],"parameters":[41],"by":[42],"an":[43,88],"n-times":[44],"multiplication":[45],"factor":[46],"and":[47,51,85,120,140,153],"entail":[48],"long":[49],"training":[50,65,98],"testing":[52,161,216],"stages.":[53],"this":[55,184],"paper,":[56],"we":[57],"in":[63,92,190,214],"the":[64,69,72,78,82,93,97,100,107,114,121,128,143,155,160,164,174,196,201,207,211,215,223,228],"stage.":[66,217],"Unlike":[67],"others,":[68],"role":[70],"of":[71,81,148,183,186,200,210],"second":[73,115,175],"is":[75,124,167,177],"improve":[77,154],"performance":[80,199,231],"first":[83,144,165],"function":[86,105],"as":[87],"augmented":[89],"regularization":[90],"term":[91],"whole":[94],"process.":[95],"stage,":[99,162],"mean":[101],"squared":[102],"error":[103],"loss":[104],"between":[106],"dense":[108],"deformation":[109,151],"field":[110,123,152],"(DDF)":[111],"with":[112],"which":[113],"has":[117],"been":[118],"trained":[119],"zero":[122],"added":[125],"constrain":[127],"learned":[129],"DDF":[130],"that":[132,222],"it":[133,194,205],"tends":[134],"0":[136],"at":[137],"each":[138],"position":[139],"compel":[142],"conceive":[147],"network's":[156,229],"performance.":[158],"used":[168,179],"estimate":[170],"DDF;":[173],"again.":[180],"The":[181,218],"advantages":[182],"kind":[185],"design":[187],"are":[188],"reflected":[189],"two":[191],"aspects:":[192],"(1)":[193],"retains":[195,206],"good":[197],"network;":[203],"(2)":[204],"efficiency":[209],"single":[212],"experimental":[219],"results":[220],"show":[221],"proposed":[224],"method":[225],"effectively":[226],"improves":[227],"compared":[232],"other":[234],"state-of-the-art":[235],"methods.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-06T09:05:17.133730","created_date":"2025-10-10T00:00:00"}