{"id":"https://openalex.org/W2148662960","doi":"https://doi.org/10.1109/42.938251","title":"A framework for predictive modeling of anatomical deformations","display_name":"A framework for predictive modeling of anatomical deformations","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W2148662960","doi":"https://doi.org/10.1109/42.938251","mag":"2148662960","pmid":"https://pubmed.ncbi.nlm.nih.gov/11513034"},"language":"en","primary_location":{"id":"doi:10.1109/42.938251","doi":"https://doi.org/10.1109/42.938251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/42.938251","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["crossref","pubmed"],"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/A5034999945","display_name":"Christos A. Davatzikos","orcid":"https://orcid.org/0000-0002-1025-8561","observed_orcids":["https://orcid.org/0000-0002-1025-8561"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Davatzikos","raw_affiliation_strings":["Biomedical Image Computing, Department of Radiology, JHOC 3230, Johns Hopkins University School of Medicine, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biomedical Image Computing, Department of Radiology, JHOC 3230, Johns Hopkins University School of Medicine, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000937401","display_name":"Dinggang G. Shen","orcid":"https://orcid.org/0000-0002-7934-5698","observed_orcids":["https://orcid.org/0000-0002-7934-5698","https://orcid.org/0000-0001-8350-6581","https://orcid.org/0000-0002-5567-3339"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dinggang Shen","raw_affiliation_strings":["Center for Biomedical Image Computing, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Image Computing, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020349876","display_name":"Ashraf Mohamed","orcid":"https://orcid.org/0000-0002-0459-661X","observed_orcids":["https://orcid.org/0000-0002-0459-661X"]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"A. Mohamed","raw_affiliation_strings":["Center for Biomedical Image Computing, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Image Computing, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082431834","display_name":"Stelios K. Kyriacou","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I145311948","display_name":"Johns Hopkins University","ror":"https://ror.org/00za53h95","country_code":"US","type":"education","lineage":["https://openalex.org/I145311948"]},{"id":"https://openalex.org/I2799853436","display_name":"Johns Hopkins Medicine","ror":"https://ror.org/037zgn354","country_code":"US","type":"healthcare","lineage":["https://openalex.org/I2799853436"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"S.K. Kyriacou","raw_affiliation_strings":["Center for Biomedical Image Computing, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Biomedical Image Computing, Department of Radiology, Johns Hopkins University School of Medicine, Baltimore, MD, USA","institution_ids":["https://openalex.org/I145311948","https://openalex.org/I2799853436"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":4.3212,"has_fulltext":false,"cited_by_count":78,"citation_normalized_percentile":{"value":0.94517036,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":99},"biblio":{"volume":"20","issue":"8","first_page":"836","last_page":"843"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9980000257492065,"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":0.9980000257492065,"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/T10358","display_name":"Advanced Radiotherapy Techniques","score":0.000699999975040555,"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/T11984","display_name":"Anatomy and Medical Technology","score":0.0006000000284984708,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/surgical-planning","display_name":"surgical planning","score":0.8569999933242798},{"id":"https://openalex.org/keywords/tumor-growth","display_name":"tumor growth","score":0.5230000019073486},{"id":"https://openalex.org/keywords/biomechanical-modeling","display_name":"biomechanical modeling","score":0.7950000166893005},{"id":"https://openalex.org/keywords/statistical-shape-models","display_name":"statistical shape models","score":0.5820000171661377}],"concepts":[{"id":"https://openalex.org/C204366326","wikidata":"https://www.wikidata.org/wiki/Q3027650","display_name":"Deformation (meteorology)","level":2,"score":0.6852400302886963},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.6518244743347168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5943809151649475},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49377450346946716},{"id":"https://openalex.org/C170700871","wikidata":"https://www.wikidata.org/wiki/Q193378","display_name":"Biomechanics","level":2,"score":0.4702816307544708},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.4489615559577942},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.43738672137260437},{"id":"https://openalex.org/C144559511","wikidata":"https://www.wikidata.org/wiki/Q2986279","display_name":"Principal (computer security)","level":2,"score":0.42826539278030396},{"id":"https://openalex.org/C2778334786","wikidata":"https://www.wikidata.org/wiki/Q1586270","display_name":"Variation (astronomy)","level":2,"score":0.41054025292396545},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40388643741607666},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.23716971278190613},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.2366490364074707},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1788131594657898},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10959002375602722},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C44870925","wikidata":"https://www.wikidata.org/wiki/Q37547","display_name":"Astrophysics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","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":"D008953","descriptor_name":"Models, Anatomic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009369","descriptor_name":"Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":false},{"descriptor_ui":"D015233","descriptor_name":"Models, Statistical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/42.938251","doi":"https://doi.org/10.1109/42.938251","is_oa":false,"landing_page_url":"https://doi.org/10.1109/42.938251","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["ccf-b","cwts-core","dongbi-a","doyens","jufo-3","ki-jl-2","medline","norway-1","poland-140","russia-white-list-1","vabb-shw"],"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:11513034","doi":null,"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/11513034","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,"listed_in":[],"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":"IEEE transactions on medical imaging","raw_type":"Letter"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.24.7909","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.24.7909","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cbic1.rad.jhu.edu/~dgshen/papers/TMI2001_prediction.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.7246000170707703}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W213116528","https://openalex.org/W1536745729","https://openalex.org/W1600774691","https://openalex.org/W1964688317","https://openalex.org/W1971873251","https://openalex.org/W1978716829","https://openalex.org/W1994727135","https://openalex.org/W2000192086","https://openalex.org/W2014248598","https://openalex.org/W2022985228","https://openalex.org/W2023271522","https://openalex.org/W2030556809","https://openalex.org/W2052568025","https://openalex.org/W2078168828","https://openalex.org/W2080090356","https://openalex.org/W2087070363","https://openalex.org/W2089884386","https://openalex.org/W2092515565","https://openalex.org/W2098834773","https://openalex.org/W2102849263","https://openalex.org/W2105169845","https://openalex.org/W2105710164","https://openalex.org/W2116359715","https://openalex.org/W2118573410","https://openalex.org/W2144300340","https://openalex.org/W2146372473","https://openalex.org/W2147646630","https://openalex.org/W2153860196","https://openalex.org/W2164867175","https://openalex.org/W2168538714","https://openalex.org/W2170473622","https://openalex.org/W2487603634"],"related_works":["https://openalex.org/W1600774691","https://openalex.org/W2106490419","https://openalex.org/W2604477866","https://openalex.org/W2737810726","https://openalex.org/W154502302","https://openalex.org/W966342503","https://openalex.org/W2103672814","https://openalex.org/W3097846059","https://openalex.org/W4322505809","https://openalex.org/W7027392935"],"abstract_inverted_index":{"A":[0],"framework":[1],"for":[2],"modeling":[3,35],"and":[4,10,32,36,43,64,73,111,135,144,185],"predicting":[5,37,146],"anatomical":[6,124],"deformations":[7,19,50],"is":[8,27,61,85,88,109],"presented,":[9],"tested":[11],"on":[12,29,34,49,151,182,187],"simulated":[13,152],"images.":[14],"Although":[15],"a":[16,82,120,190],"variety":[17],"of":[18,39,69,123,131,192],"can":[20,170],"be":[21,171],"modeled":[22],"in":[23,75,90,100,117,164],"this":[24],"framework,":[25],"emphasis":[26],"placed":[28],"surgical":[30],"planning,":[31],"particularly":[33,186],"changes":[38],"anatomy":[40,72,84,103],"between":[41,71,133],"preoperative":[42],"intraoperative":[44],"positions,":[45],"as":[46,48,159],"well":[47,174],"induced":[51],"by":[52],"tumor":[53,168],"growth.":[54],"Two":[55],"methods":[56],"are":[57,149],"examined.":[58],"The":[59,106],"first":[60],"purely":[62],"shape-based":[63],"utilizes":[65],"the":[66,93,98,102,114,128,138,141,183],"principal":[67,129],"modes":[68,130],"co-variation":[70,132],"deformation":[74,191],"order":[76],"to":[77,96],"statistically":[78],"represent":[79],"deformability.":[80],"When":[81],"patient's":[83],"available,":[86],"it":[87,112],"used":[89],"conjunction":[91,118],"with":[92,119,137],"statistical":[94,115],"model":[95,116,122],"predict":[97],"way":[99],"which":[101],"will/can":[104],"deform.":[105],"second":[107],"method":[108],"related,":[110],"uses":[113],"biomechanical":[121,142],"deformation.":[125,147],"It":[126],"examines":[127],"shape":[134],"forces,":[136],"latter":[139],"driving":[140],"model,":[143],"thus":[145],"Results":[148],"shown":[150],"images,":[153],"demonstrating":[154],"that":[155],"systematic":[156,189],"deformations,":[157],"such":[158],"those":[160],"resulting":[161],"from":[162,167],"change":[163],"position":[165],"or":[166],"growth,":[169],"estimated":[172],"very":[173],"using":[175],"these":[176],"models.":[177],"Estimation":[178],"accuracy":[179],"will":[180],"depend":[181],"application,":[184],"how":[188],"interest":[193],"is.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":5}],"updated_date":"2026-10-31T12:09:11.096373","created_date":"2016-06-24T00:00:00"}