{"id":"https://openalex.org/W7166044649","doi":"https://doi.org/10.1007/s10489-026-07344-5","title":"LHPS-Net: Lipschitz hierarchical pyramid for medical image registration with spatial recurrent encoders","display_name":"LHPS-Net: Lipschitz hierarchical pyramid for medical image registration with spatial recurrent encoders","publication_year":2026,"publication_date":"2026-06-01","ids":{"openalex":"https://openalex.org/W7166044649","doi":"https://doi.org/10.1007/s10489-026-07344-5"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-026-07344-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-026-07344-5","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5139409218","display_name":"Chao Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Fan","raw_affiliation_strings":["Key Laboratory of Grain Information Processing and Control, Ministry of Education, Zhengzhou City, Henan Province, China","School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou City, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control, Ministry of Education, Zhengzhou City, Henan Province, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou City, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030154270","display_name":"Huijun Zhao","orcid":"https://orcid.org/0000-0002-3028-0459"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijun Zhao","raw_affiliation_strings":["School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5139409389","display_name":"Xinru Zhu","orcid":"https://orcid.org/0009-0009-2532-4072"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xinru Zhu","raw_affiliation_strings":["School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China"],"raw_orcid":"https://orcid.org/0009-0009-2532-4072","affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090284127","display_name":"Zhihui Xuan","orcid":null},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Xuan","raw_affiliation_strings":["School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018125213","display_name":"Zhentong Zhu","orcid":"https://orcid.org/0000-0003-2257-1018"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhentong Zhu","raw_affiliation_strings":["School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Henan University of Technology, Zhengzhou City, 450001, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5130397033","display_name":"R F Li","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rangyang Li","raw_affiliation_strings":["Key Laboratory of Grain Information Processing and Control, Ministry of Education, Zhengzhou City, Henan Province, China","School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou City, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control, Ministry of Education, Zhengzhou City, Henan Province, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou City, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5106558780","display_name":"Guo Xiaodong","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Guo","raw_affiliation_strings":["Key Laboratory of Grain Information Processing and Control, Ministry of Education, Zhengzhou City, Henan Province, China","School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou City, Henan Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of Grain Information Processing and Control, Ministry of Education, Zhengzhou City, Henan Province, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou City, Henan Province, China","institution_ids":["https://openalex.org/I36152291"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5139409389"],"corresponding_institution_ids":["https://openalex.org/I36152291"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.79617513,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"9","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.454800009727478,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.454800009727478,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.19869999587535858,"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/T10862","display_name":"AI in cancer detection","score":0.07689999788999557,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/pyramid","display_name":"Pyramid (geometry)","score":0.7075999975204468},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6223999857902527},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.6115999817848206},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.5924999713897705},{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.5303000211715698},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4925000071525574},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.49000000953674316},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4293000102043152}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8220000267028809},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.7075999975204468},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567999720573425},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6223999857902527},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.6115999817848206},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.5924999713897705},{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.5303000211715698},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4925000071525574},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.49000000953674316},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.48420000076293945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4293000102043152},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.39640000462532043},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.3237000107765198},{"id":"https://openalex.org/C22324862","wikidata":"https://www.wikidata.org/wiki/Q652707","display_name":"Lipschitz continuity","level":2,"score":0.32280001044273376},{"id":"https://openalex.org/C144986985","wikidata":"https://www.wikidata.org/wiki/Q871236","display_name":"Hierarchical database model","level":2,"score":0.31790000200271606},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.28360000252723694},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.26600000262260437},{"id":"https://openalex.org/C2778915421","wikidata":"https://www.wikidata.org/wiki/Q3643177","display_name":"Performance improvement","level":2,"score":0.2637999951839447},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.2623000144958496},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.25619998574256897},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.25600001215934753}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10489-026-07344-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10489-026-07344-5","pdf_url":null,"source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3043564176","display_name":null,"funder_award_id":"No. 222102210309","funder_id":"https://openalex.org/F4320336593","funder_display_name":"Henan Provincial Science and Technology Research Project"},{"id":"https://openalex.org/G4660432858","display_name":null,"funder_award_id":"No. 6240074117","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/F4320336593","display_name":"Henan Provincial Science and Technology Research Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1970928383","https://openalex.org/W1987869189","https://openalex.org/W2083099567","https://openalex.org/W2103857226","https://openalex.org/W2107956652","https://openalex.org/W2119605622","https://openalex.org/W2136145485","https://openalex.org/W2150534249","https://openalex.org/W2151103935","https://openalex.org/W2160754664","https://openalex.org/W2170167891","https://openalex.org/W2803738404","https://openalex.org/W2891631795","https://openalex.org/W2966108228","https://openalex.org/W3136762441","https://openalex.org/W3199892113","https://openalex.org/W3202321080","https://openalex.org/W4213089245","https://openalex.org/W4226497331","https://openalex.org/W4316035313","https://openalex.org/W4381683852","https://openalex.org/W4385454066","https://openalex.org/W4387225895","https://openalex.org/W4390639361","https://openalex.org/W4393154033","https://openalex.org/W4396889219","https://openalex.org/W4399046040","https://openalex.org/W4413145983","https://openalex.org/W4416010892","https://openalex.org/W4416091835"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2026-06-27T00:00:00"}