{"id":"https://openalex.org/W4362604700","doi":"https://doi.org/10.1117/12.2653352","title":"Patch-RegNet: a hierarchical deformable registration framework for inter-/intra-modality head-and-neck image registration with ViT-Morph","display_name":"Patch-RegNet: a hierarchical deformable registration framework for inter-/intra-modality head-and-neck image registration with ViT-Morph","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4362604700","doi":"https://doi.org/10.1117/12.2653352"},"language":"en","primary_location":{"id":"doi:10.1117/12.2653352","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2653352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Image Processing","raw_type":"proceedings-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/A5043471963","display_name":"Yao Zhao","orcid":"https://orcid.org/0000-0001-8863-841X"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yao Zhao","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026633464","display_name":"Xinru Chen","orcid":"https://orcid.org/0000-0002-9989-8943"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xinru Chen","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066197109","display_name":"Brigid A. McDonald","orcid":"https://orcid.org/0000-0003-4230-1330"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]},{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brigid McDonald","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086052710","display_name":"Cenji Yu","orcid":"https://orcid.org/0000-0002-4350-9910"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]},{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cenji Yu","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038616193","display_name":"Laurence E. Court","orcid":"https://orcid.org/0000-0002-3241-6145"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Laurence Edward Court","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102740731","display_name":"Tinsu Pan","orcid":"https://orcid.org/0000-0002-8511-3746"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tinsu Pan","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351673","display_name":"He Wang","orcid":"https://orcid.org/0000-0002-4904-531X"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]},{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"He Wang","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327865","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0001-9546-6038"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]},{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001478588","display_name":"Jack Phan","orcid":"https://orcid.org/0000-0001-5977-6004"},"institutions":[{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jack Phan","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5065513121","display_name":"Jinzhong Yang","orcid":"https://orcid.org/0000-0002-9254-4501"},"institutions":[{"id":"https://openalex.org/I919571938","display_name":"The University of Texas Health Science Center at Houston","ror":"https://ror.org/03gds6c39","country_code":"US","type":"education","lineage":["https://openalex.org/I919571938"]},{"id":"https://openalex.org/I1343551460","display_name":"The University of Texas MD Anderson Cancer Center","ror":"https://ror.org/04twxam07","country_code":"US","type":"funder","lineage":["https://openalex.org/I1343551460"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jinzhong Yang","raw_affiliation_strings":["The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","UTHealth Houston Graduate School of Biomedical Sciences (United States)","The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)"],"affiliations":[{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States)","institution_ids":["https://openalex.org/I1343551460"]},{"raw_affiliation_string":"UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]},{"raw_affiliation_string":"The Univ. of Texas M.D. Anderson Cancer Ctr. (United States); UTHealth Houston Graduate School of Biomedical Sciences (United States)","institution_ids":["https://openalex.org/I919571938"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":10,"corresponding_author_ids":["https://openalex.org/A5043471963"],"corresponding_institution_ids":["https://openalex.org/I1343551460","https://openalex.org/I919571938"],"apc_list":null,"apc_paid":null,"fwci":1.1064,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74538876,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9994000196456909,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9976999759674072,"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/image-registration","display_name":"Image registration","score":0.8503556847572327},{"id":"https://openalex.org/keywords/head-and-neck","display_name":"Head and neck","score":0.6309496164321899},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6063716411590576},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5887076258659363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5736989378929138},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5350222587585449},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31064170598983765},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.2982659637928009},{"id":"https://openalex.org/keywords/surgery","display_name":"Surgery","score":0.08684700727462769}],"concepts":[{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.8503556847572327},{"id":"https://openalex.org/C3018411727","wikidata":"https://www.wikidata.org/wiki/Q3867488","display_name":"Head and neck","level":2,"score":0.6309496164321899},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6063716411590576},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5887076258659363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5736989378929138},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5350222587585449},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31064170598983765},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.2982659637928009},{"id":"https://openalex.org/C141071460","wikidata":"https://www.wikidata.org/wiki/Q40821","display_name":"Surgery","level":1,"score":0.08684700727462769}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2653352","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1117/12.2653352","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical Imaging 2023: Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1983592655","https://openalex.org/W2028911404","https://openalex.org/W2079655528","https://openalex.org/W2115167851","https://openalex.org/W2157380596","https://openalex.org/W2325433237","https://openalex.org/W2473954490","https://openalex.org/W2747280545","https://openalex.org/W2891367603","https://openalex.org/W2918257301","https://openalex.org/W2930910485","https://openalex.org/W2940573723","https://openalex.org/W3013056581","https://openalex.org/W3094502228","https://openalex.org/W3099561884","https://openalex.org/W3156621598","https://openalex.org/W4200409436","https://openalex.org/W4226497331","https://openalex.org/W4229771078","https://openalex.org/W4385245566","https://openalex.org/W6618372016","https://openalex.org/W6739901393","https://openalex.org/W6784333009","https://openalex.org/W6794262402"],"related_works":["https://openalex.org/W1891287906","https://openalex.org/W2036807459","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2772917594","https://openalex.org/W2166024367","https://openalex.org/W2755342338","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2058170566"],"abstract_inverted_index":{"Deformable":[0],"image":[1,82],"registration":[2,39,94],"(DIR)":[3],"between":[4],"Computed":[5],"Tomography":[6],"(CT)/Magnetic":[7],"Resonance":[8],"(MR)":[9],"or":[10],"MR/MR":[11,38],"images":[12],"is":[13,65,88],"fundamentally":[14],"important":[15],"for":[16,40,67,96],"MR-guided":[17],"adaptive":[18],"radiotherapy.":[19],"In":[20],"this":[21],"work,":[22],"we":[23],"propose":[24],"a":[25,47,52,57],"novel":[26],"hierarchical":[27],"DIR":[28,70],"framework,":[29],"Patch-RegNet,":[30,72],"to":[31,90],"achieve":[32,91],"accurate":[33],"and":[34,37,56,80,99],"rapid":[35],"CT/MR":[36],"head-and-neck":[41],"cancer.":[42],"Patch-RegNet":[43,87],"includes":[44],"three":[45],"steps:":[46],"whole":[48],"volume":[49],"rigid":[50,54],"registration,":[51,55],"patch-based":[53,58,69],"DIR.":[59],"An":[60],"innovative":[61],"deep-learning-based":[62],"network,":[63],"ViT-Morph,":[64],"developed":[66],"the":[68],"in":[71],"taking":[73],"advantage":[74],"of":[75],"both":[76,97],"CNN-based":[77],"local":[78],"features":[79],"long-range":[81],"relationships":[83],"from":[84],"Transformer.":[85],"Our":[86],"demonstrated":[89],"notably":[92],"improved":[93],"accuracy":[95],"inter-":[98],"intra-modality":[100],"registration.":[101]},"counts_by_year":[{"year":2024,"cited_by_count":3}],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}
