{"id":"https://openalex.org/W4317567915","doi":"https://doi.org/10.1007/s11548-023-02836-y","title":"A hybrid hierarchical strategy for registration of 7T TOF-MRI to 7T PC-MRI intracranial vessel data","display_name":"A hybrid hierarchical strategy for registration of 7T TOF-MRI to 7T PC-MRI intracranial vessel data","publication_year":2023,"publication_date":"2023-01-20","ids":{"openalex":"https://openalex.org/W4317567915","doi":"https://doi.org/10.1007/s11548-023-02836-y","pmid":"https://pubmed.ncbi.nlm.nih.gov/36662415"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-023-02836-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-023-02836-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02836-y.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02836-y.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5072955334","display_name":"Lena Spitz","orcid":"https://orcid.org/0000-0002-4108-6918"},"institutions":[{"id":"https://openalex.org/I150653062","display_name":"Magna International (Germany)","ror":"https://ror.org/01gk2j051","country_code":"DE","type":"company","lineage":["https://openalex.org/I150653062","https://openalex.org/I4210157170"]},{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Lena Spitz","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany. lena.spitz@isg.cs.ovgu.de","Forschungscampus STIMULATE, Magdeburg, Germany. lena.spitz@isg.cs.ovgu.de","Forschungscampus STIMULATE, Magdeburg, Germany","Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-4108-6918","affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany. lena.spitz@isg.cs.ovgu.de","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Magdeburg, Germany. lena.spitz@isg.cs.ovgu.de","institution_ids":["https://openalex.org/I150653062"]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Magdeburg, Germany","institution_ids":[]},{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086131940","display_name":"Franziska Gaidzik","orcid":"https://orcid.org/0000-0003-1924-821X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Franziska Gaidzik","raw_affiliation_strings":["Forschungscampus STIMULATE, Magdeburg, Germany","Institute of Fluid Dynamics and Thermodynamics, OvGU, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Forschungscampus STIMULATE, Magdeburg, Germany","institution_ids":[]},{"raw_affiliation_string":"Institute of Fluid Dynamics and Thermodynamics, OvGU, Magdeburg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038921087","display_name":"Daniel Stucht","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Daniel Stucht","raw_affiliation_strings":["Department of Biomedical Magnetic Resonance, OvGU, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Magnetic Resonance, OvGU, Magdeburg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086786242","display_name":"Hendrik Mattern","orcid":"https://orcid.org/0000-0001-5740-4522"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hendrik Mattern","raw_affiliation_strings":["Department of Biomedical Magnetic Resonance, OvGU, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Biomedical Magnetic Resonance, OvGU, Magdeburg, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034699298","display_name":"Bernhard Preim","orcid":"https://orcid.org/0000-0001-9826-9478"},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bernhard Preim","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany","Forschungscampus STIMULATE, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Magdeburg, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108831565","display_name":"Sylvia Saalfeld","orcid":null},"institutions":[{"id":"https://openalex.org/I95793202","display_name":"Otto-von-Guericke-Universit\u00e4t Magdeburg","ror":"https://ror.org/00ggpsq73","country_code":"DE","type":"education","lineage":["https://openalex.org/I95793202"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sylvia Saalfeld","raw_affiliation_strings":["Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany","Forschungscampus STIMULATE, Magdeburg, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Simulation and Graphics, Otto-von-Guericke University (OvGU), Magdeburg, Germany","institution_ids":["https://openalex.org/I95793202"]},{"raw_affiliation_string":"Forschungscampus STIMULATE, Magdeburg, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5072955334"],"corresponding_institution_ids":["https://openalex.org/I150653062","https://openalex.org/I95793202"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00617023,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"5","first_page":"837","last_page":"844"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.6872000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.6872000098228455,"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/T11406","display_name":"Cerebrospinal fluid and hydrocephalus","score":0.14030000567436218,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.014000000432133675,"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/computer-science","display_name":"Computer science","score":0.6496647596359253},{"id":"https://openalex.org/keywords/hausdorff-distance","display_name":"Hausdorff distance","score":0.5318436622619629},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4778130352497101},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4690708816051483},{"id":"https://openalex.org/keywords/dicom","display_name":"DICOM","score":0.4178513288497925},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.417645126581192},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.17771759629249573}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6496647596359253},{"id":"https://openalex.org/C141898687","wikidata":"https://www.wikidata.org/wiki/Q1501997","display_name":"Hausdorff distance","level":2,"score":0.5318436622619629},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4778130352497101},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4690708816051483},{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.4178513288497925},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.417645126581192},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.17771759629249573},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D001158","descriptor_name":"Arteries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001158","descriptor_name":"Arteries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001158","descriptor_name":"Arteries","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D001921","descriptor_name":"Brain","qualifier_ui":"Q000098","qualifier_name":"blood supply","is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","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":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D018810","descriptor_name":"Magnetic Resonance Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D018810","descriptor_name":"Magnetic Resonance Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D018810","descriptor_name":"Magnetic Resonance Angiography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1007/s11548-023-02836-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-023-02836-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02836-y.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},{"id":"pmid:36662415","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36662415","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":"International journal of computer assisted radiology and surgery","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10113302","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10113302","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10113302/pdf/11548_2023_Article_2836.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":"Int J Comput Assist Radiol Surg","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s11548-023-02836-y","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-023-02836-y","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-023-02836-y.pdf","source":{"id":"https://openalex.org/S181408163","display_name":"International Journal of Computer Assisted Radiology and Surgery","issn_l":"1861-6410","issn":["1861-6410","1861-6429"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Assisted Radiology and Surgery","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G7218571448","display_name":null,"funder_award_id":"13GW0473A","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G7472243541","display_name":null,"funder_award_id":"SA 3461/3-1","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4317567915.pdf"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W1576682652","https://openalex.org/W1594054257","https://openalex.org/W1967282533","https://openalex.org/W1977121520","https://openalex.org/W2014748826","https://openalex.org/W2028465998","https://openalex.org/W2069444004","https://openalex.org/W2080628940","https://openalex.org/W2103958626","https://openalex.org/W2114013702","https://openalex.org/W2130856855","https://openalex.org/W2148726987","https://openalex.org/W2403862533","https://openalex.org/W2688918945","https://openalex.org/W2888925484","https://openalex.org/W2898028144","https://openalex.org/W2946066695","https://openalex.org/W2965830050","https://openalex.org/W2980466974","https://openalex.org/W3088863537","https://openalex.org/W3140528984","https://openalex.org/W3201949857","https://openalex.org/W4288735597"],"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/W2178940995","https://openalex.org/W2384122366","https://openalex.org/W2136612215"],"abstract_inverted_index":{"PURPOSE:":[0],"7T":[1,190,198],"time-of-flight":[2],"(TOF)":[3],"MRI":[4],"provides":[5,94],"high":[6],"resolution":[7],"for":[8,201,214],"the":[9,34,41,76,84,88,112,130,134,179,202,205,235,240],"evaluation":[10],"of":[11,87,106,133,151,159,204,210],"cerebrovascular":[12],"vessels":[13,168,175],"and":[14,60,70,109,154,192,229],"pathologies.":[15],"In":[16],"combination":[17],"with":[18,23,169],"4D":[19,197],"flow":[20,194,212],"fields":[21],"acquired":[22],"phase-contrast":[24],"(PC)":[25],"MRI,":[26],"hemodynamic":[27],"information":[28,188],"can":[29,232],"be":[30],"extracted":[31],"to":[32,83],"enhance":[33],"analysis":[35],"by":[36,120],"providing":[37],"direct":[38],"measurements":[39],"in":[40,178,220,239],"larger":[42],"arteries":[43,203],"or":[44],"patient-specific":[45,211],"boundary":[46],"conditions.":[47],"Hence,":[48],"a":[49,65,99,103],"registration":[50,67,116],"between":[51],"both":[52],"modalities":[53],"is":[54,81,117,126],"required.":[55],"METHODS:":[56],"To":[57],"combine":[58],"TOF":[59,77],"PC-MRI":[61,91,199],"data,":[62,92],"we":[63],"developed":[64],"hybrid":[66],"approach.":[68],"Vessels":[69],"their":[71,170],"centerlines":[72],"are":[73],"segmented":[74],"from":[75,189,196],"data.":[78],"The":[79,115,162,182],"centerline":[80],"fit":[82],"intensity":[85],"ridges":[86],"lower":[89],"resolved":[90],"which":[93],"temporal":[95],"information.":[96],"We":[97],"used":[98],"metric":[100],"that":[101,165],"utilizes":[102],"scaled":[104],"sum":[105],"weighted":[107],"intensities":[108],"gradients":[110],"on":[111],"normal":[113],"plane.":[114],"then":[118],"guided":[119],"decoupled":[121],"local":[122],"affine":[123],"transformations.":[124],"It":[125],"applied":[127],"hierarchically":[128],"following":[129],"branching":[131],"order":[132],"vessel":[135,226],"tree.":[136],"RESULTS:":[137],"A":[138],"landmark":[139],"validation":[140],"over":[141],"Monte":[142],"Carlo":[143],"simulations":[144],"yielded":[145],"an":[146,155],"average":[147,156],"mean":[148],"squared":[149],"error":[150,237],"184.73":[152],"mm":[153],"Hausdorff":[157],"distance":[158],"15.20":[160],"mm.":[161],"hierarchical":[163],"traversal":[164],"transforms":[166],"child":[167],"parents":[171],"registers":[172],"even":[173],"small":[174,225],"not":[176],"detectable":[177],"PC-MRI.":[180],"CONCLUSION:":[181],"presented":[183],"work":[184],"combines":[185],"high-resolution":[186],"tomographic":[187],"TOF-MRI":[191],"measured":[193],"data":[195],"scan":[200],"brain.":[206],"This":[207],"enables":[208],"usage":[209],"parameters":[213],"realistic":[215],"simulations,":[216],"thus":[217],"supporting":[218],"research":[219],"areas":[221],"such":[222],"as":[223],"cerebral":[224],"disease.":[227],"Automatization":[228],"free":[230],"deformations":[231],"help":[233],"address":[234],"limiting":[236],"measures":[238],"future.":[241]},"counts_by_year":[],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
