{"id":"https://openalex.org/W4404628467","doi":"https://doi.org/10.1007/s10278-024-01333-1","title":"A Systematic Review on the Use of Registration-Based Change Tracking Methods in Longitudinal Radiological Images","display_name":"A Systematic Review on the Use of Registration-Based Change Tracking Methods in Longitudinal Radiological Images","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4404628467","doi":"https://doi.org/10.1007/s10278-024-01333-1","pmid":"https://pubmed.ncbi.nlm.nih.gov/39578321"},"language":"en","primary_location":{"id":"doi:10.1007/s10278-024-01333-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01333-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01333-1.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01333-1.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108908945","display_name":"J G Im","orcid":null},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jeeho E. Im","raw_affiliation_strings":["Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101472239","display_name":"Mahmoud A. Khalifa","orcid":"https://orcid.org/0000-0003-2670-288X"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Muhammed Khalifa","raw_affiliation_strings":["Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017863972","display_name":"Adriana Gregory","orcid":"https://orcid.org/0000-0001-9760-5302"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Adriana V. Gregory","raw_affiliation_strings":["Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008832314","display_name":"Bradley J. Erickson","orcid":"https://orcid.org/0000-0001-7926-6095"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bradley J. Erickson","raw_affiliation_strings":["Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016336723","display_name":"Timothy L. Kline","orcid":"https://orcid.org/0000-0002-7917-9853"},"institutions":[{"id":"https://openalex.org/I1330342723","display_name":"Mayo Clinic","ror":"https://ror.org/02qp3tb03","country_code":"US","type":"funder","lineage":["https://openalex.org/I1330342723"]},{"id":"https://openalex.org/I4210125099","display_name":"Mayo Clinic in Arizona","ror":"https://ror.org/03jp40720","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Timothy L. Kline","raw_affiliation_strings":["Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA. Kline.Timothy@mayo.edu","Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA"],"affiliations":[{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA. Kline.Timothy@mayo.edu","institution_ids":["https://openalex.org/I1330342723","https://openalex.org/I4210125099"]},{"raw_affiliation_string":"Department of Radiology, Mayo Clinic, 200 First St SW, Rochester, MN, 55905, USA","institution_ids":["https://openalex.org/I1330342723"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5108908945"],"corresponding_institution_ids":["https://openalex.org/I1330342723"],"apc_list":null,"apc_paid":null,"fwci":0.256,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5619523,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"38","issue":"4","first_page":"2549","last_page":"2562"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9810000061988831,"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":0.9810000061988831,"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9761000275611877,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.974399983882904,"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/radiological-weapon","display_name":"Radiological weapon","score":0.6882967948913574},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6251684427261353},{"id":"https://openalex.org/keywords/image-registration","display_name":"Image registration","score":0.6110543012619019},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5427655577659607},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5331131219863892},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5183635354042053},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.4825986623764038},{"id":"https://openalex.org/keywords/medical-physics","display_name":"Medical physics","score":0.4319363236427307},{"id":"https://openalex.org/keywords/affine-transformation","display_name":"Affine transformation","score":0.4190753102302551},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.32491427659988403},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.31232064962387085},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.10902655124664307},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09117946028709412},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06857597827911377}],"concepts":[{"id":"https://openalex.org/C190892606","wikidata":"https://www.wikidata.org/wiki/Q3512464","display_name":"Radiological weapon","level":2,"score":0.6882967948913574},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6251684427261353},{"id":"https://openalex.org/C166704113","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image registration","level":3,"score":0.6110543012619019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5427655577659607},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5331131219863892},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5183635354042053},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4825986623764038},{"id":"https://openalex.org/C19527891","wikidata":"https://www.wikidata.org/wiki/Q1120908","display_name":"Medical physics","level":1,"score":0.4319363236427307},{"id":"https://openalex.org/C92757383","wikidata":"https://www.wikidata.org/wiki/Q382497","display_name":"Affine transformation","level":2,"score":0.4190753102302551},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.32491427659988403},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.31232064962387085},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.10902655124664307},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09117946028709412},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06857597827911377},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0}],"mesh":[{"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":"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":"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":"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":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008137","descriptor_name":"Longitudinal Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009103","descriptor_name":"Multiple Sclerosis","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014057","descriptor_name":"Tomography, X-Ray Computed","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D018450","descriptor_name":"Disease Progression","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1007/s10278-024-01333-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01333-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01333-1.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},{"id":"pmid:39578321","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39578321","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":"Journal of imaging informatics in medicine","raw_type":null},{"id":"pmh:oai:europepmc.org:11154849","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/12343390","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC12343390/pdf/10278_2024_Article_1333.pdf","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"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":null,"raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10278-024-01333-1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10278-024-01333-1","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10278-024-01333-1.pdf","source":{"id":"https://openalex.org/S4393920007","display_name":"Journal of Imaging Informatics in Medicine","issn_l":"2948-2925","issn":["2948-2925","2948-2933"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Imaging Informatics in Medicine","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4699999988079071,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404628467.pdf"},"referenced_works_count":78,"referenced_works":["https://openalex.org/W87970825","https://openalex.org/W973148380","https://openalex.org/W1515178147","https://openalex.org/W1581901784","https://openalex.org/W1604605276","https://openalex.org/W1934887646","https://openalex.org/W1974104848","https://openalex.org/W1982702717","https://openalex.org/W1986369957","https://openalex.org/W1990143919","https://openalex.org/W1991912864","https://openalex.org/W1999251309","https://openalex.org/W2004821001","https://openalex.org/W2023363651","https://openalex.org/W2028094999","https://openalex.org/W2047670509","https://openalex.org/W2056721442","https://openalex.org/W2062116643","https://openalex.org/W2066390755","https://openalex.org/W2072975876","https://openalex.org/W2080069478","https://openalex.org/W2101431981","https://openalex.org/W2116544624","https://openalex.org/W2125656488","https://openalex.org/W2137013440","https://openalex.org/W2140749404","https://openalex.org/W2141460808","https://openalex.org/W2146531642","https://openalex.org/W2149006054","https://openalex.org/W2220907510","https://openalex.org/W2323421288","https://openalex.org/W2411162855","https://openalex.org/W2426639675","https://openalex.org/W2547864609","https://openalex.org/W2555522077","https://openalex.org/W2567324963","https://openalex.org/W2567662614","https://openalex.org/W2604920239","https://openalex.org/W2605239868","https://openalex.org/W2730988684","https://openalex.org/W2745892997","https://openalex.org/W2751297520","https://openalex.org/W2753050650","https://openalex.org/W2767164755","https://openalex.org/W2769568471","https://openalex.org/W2780226610","https://openalex.org/W2782516324","https://openalex.org/W2890164457","https://openalex.org/W2891631795","https://openalex.org/W2892238589","https://openalex.org/W2943358380","https://openalex.org/W2949065231","https://openalex.org/W2950230071","https://openalex.org/W2964118901","https://openalex.org/W2995209110","https://openalex.org/W2997337740","https://openalex.org/W3022761472","https://openalex.org/W3027358948","https://openalex.org/W3088813743","https://openalex.org/W3093691496","https://openalex.org/W3127112693","https://openalex.org/W3145838095","https://openalex.org/W3158810081","https://openalex.org/W3198056417","https://openalex.org/W3199010803","https://openalex.org/W3202403792","https://openalex.org/W4286252679","https://openalex.org/W4289376938","https://openalex.org/W4289550241","https://openalex.org/W4293310085","https://openalex.org/W4300687525","https://openalex.org/W4311708135","https://openalex.org/W4379056316","https://openalex.org/W4379645316","https://openalex.org/W4385214210","https://openalex.org/W4387173433","https://openalex.org/W4391228228","https://openalex.org/W4392918835"],"related_works":["https://openalex.org/W2037055773","https://openalex.org/W2031600237","https://openalex.org/W209247011","https://openalex.org/W299246606","https://openalex.org/W4252678758","https://openalex.org/W2165890417","https://openalex.org/W1967071448","https://openalex.org/W2089006188","https://openalex.org/W138041562","https://openalex.org/W4312759412"],"abstract_inverted_index":{"Registration":[0],"is":[1,12],"the":[2,19,62,77,91,117,121,132,157],"process":[3],"of":[4,22,47,66,76,94,108,135,156],"spatially":[5],"and/or":[6,37],"temporally":[7],"aligning":[8],"different":[9,34,41],"images.":[10],"It":[11],"a":[13,51,73,169],"critical":[14],"tool":[15],"that":[16],"can":[17],"facilitate":[18],"automatic":[20],"tracking":[21,85],"pathological":[23],"changes":[24,49,112],"detected":[25],"in":[26,54,82,86,113,149,162],"radiological":[27,87],"images":[28,31],"and":[29,60,89,101,110,120,128,144,151,171],"align":[30],"captured":[32],"by":[33],"imaging":[35,88,147],"systems":[36],"those":[38],"acquired":[39],"using":[40],"acquisition":[42],"parameters.":[43],"The":[44],"longitudinal":[45,115],"analysis":[46],"clinical":[48,133],"has":[50],"significant":[52],"role":[53,78],"helping":[55],"clinicians":[56],"evaluate":[57],"disease":[58],"progression":[59],"determine":[61],"most":[63,158],"suitable":[64],"course":[65],"treatment":[67],"for":[68,173],"patients.":[69],"This":[70],"study":[71],"provides":[72],"comprehensive":[74],"review":[75],"registration-based":[79],"approaches":[80,96],"play":[81],"automated":[83,163],"change":[84,164],"explores":[90],"three":[92],"types":[93],"registration":[95],"which":[97],"include":[98],"rigid,":[99],"affine,":[100],"nonrigid":[102],"registration,":[103],"as":[104,106],"well":[105],"methods":[107],"detecting":[109],"quantifying":[111],"registered":[114],"images:":[116],"intensity-based":[118],"approach":[119],"deformation-based":[122],"approach.":[123],"After":[124],"providing":[125],"an":[126],"overview":[127],"background,":[129],"we":[130],"highlight":[131],"applications":[134],"these":[136],"methods,":[137],"specifically":[138],"focusing":[139],"on":[140],"computed":[141],"tomography":[142],"(CT)":[143],"magnetic":[145],"resonance":[146],"(MRI)":[148],"tumors":[150],"multiple":[152],"sclerosis":[153],"(MS),":[154],"two":[155],"heavily":[159],"studied":[160],"areas":[161],"tracking.":[165],"We":[166],"conclude":[167],"with":[168],"discussion":[170],"recommendation":[172],"future":[174],"directions.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-17T09:09:15.849793","created_date":"2025-10-10T00:00:00"}