{"id":"https://openalex.org/W4362488143","doi":"https://doi.org/10.1117/12.2655257","title":"Digital twin forecasting of microwave ablation via fat quantification image-to-grid computational methods","display_name":"Digital twin forecasting of microwave ablation via fat quantification image-to-grid computational methods","publication_year":2023,"publication_date":"2023-04-03","ids":{"openalex":"https://openalex.org/W4362488143","doi":"https://doi.org/10.1117/12.2655257"},"language":"en","primary_location":{"id":"doi:10.1117/12.2655257","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2655257","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-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"},"type":"conference-paper","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/A5035698634","display_name":"Frankangel Servin","orcid":"https://orcid.org/0009-0008-8511-0052"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Frankangel Servin","raw_affiliation_strings":["Vanderbilt Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102923843","display_name":"Jarrod A. Collins","orcid":"https://orcid.org/0000-0003-4388-1779"},"institutions":[{"id":"https://openalex.org/I4210102421","display_name":"Inari Agriculture (United States)","ror":"https://ror.org/01ecxmq21","country_code":"US","type":"company","lineage":["https://openalex.org/I4210102421"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jarrod A. Collins","raw_affiliation_strings":["Inari Medical (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inari Medical (United States)","institution_ids":["https://openalex.org/I4210102421"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036452971","display_name":"Jon S. Heiselman","orcid":"https://orcid.org/0000-0002-4414-8846"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jon S. Heiselman","raw_affiliation_strings":["Vanderbilt Univ. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026264191","display_name":"Katherine Frederick-Dyer","orcid":"https://orcid.org/0000-0002-3281-1452"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Katherine Frederick-Dyer","raw_affiliation_strings":["Vanderbilt Univ. Medical Ctr. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081995069","display_name":"Virginia B. Planz","orcid":"https://orcid.org/0000-0002-8365-2324"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Virginia Planz","raw_affiliation_strings":["Vanderbilt Univ. Medical Ctr. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078384640","display_name":"Sunil K. Geevarghese","orcid":"https://orcid.org/0000-0001-6356-0310"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sunil K. Geevarghese","raw_affiliation_strings":["Vanderbilt Univ. Medical Ctr. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018663815","display_name":"Daniel B. Brown","orcid":"https://orcid.org/0000-0003-0533-2883"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel B. Brown","raw_affiliation_strings":["Vanderbilt Univ. Medical Ctr. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036352350","display_name":"Michael I. Miga","orcid":"https://orcid.org/0000-0002-0694-9765"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael I. Miga","raw_affiliation_strings":["Vanderbilt Univ. (United States)","Vanderbilt Univ. Medical Ctr. (United States)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Vanderbilt Univ. (United States)","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Vanderbilt Univ. Medical Ctr. (United States)","institution_ids":["https://openalex.org/I200719446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.4262,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93333333,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"41","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T10073","display_name":"Hepatocellular Carcinoma Treatment and Prognosis","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/2721","display_name":"Hepatology"},"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/T10958","display_name":"Ultrasound and Hyperthermia Applications","score":0.9965999722480774,"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"}},{"id":"https://openalex.org/T10351","display_name":"Liver Disease Diagnosis and Treatment","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"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/ablation","display_name":"Ablation","score":0.7224449515342712},{"id":"https://openalex.org/keywords/microwave-ablation","display_name":"Microwave ablation","score":0.6060299277305603},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.36310264468193054},{"id":"https://openalex.org/keywords/biomedical-engineering","display_name":"Biomedical engineering","score":0.3500671982765198},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3382214307785034},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.333141028881073},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16712743043899536}],"concepts":[{"id":"https://openalex.org/C2778902805","wikidata":"https://www.wikidata.org/wiki/Q322177","display_name":"Ablation","level":2,"score":0.7224449515342712},{"id":"https://openalex.org/C2778014663","wikidata":"https://www.wikidata.org/wiki/Q17149193","display_name":"Microwave ablation","level":3,"score":0.6060299277305603},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.36310264468193054},{"id":"https://openalex.org/C136229726","wikidata":"https://www.wikidata.org/wiki/Q327092","display_name":"Biomedical engineering","level":1,"score":0.3500671982765198},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3382214307785034},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.333141028881073},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16712743043899536}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.2655257","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.2655257","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-Guided Procedures, Robotic Interventions, and Modeling","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W2308688139","https://openalex.org/W2349901715","https://openalex.org/W2375924265","https://openalex.org/W2863353632","https://openalex.org/W2983844816","https://openalex.org/W3028133929","https://openalex.org/W3042091195","https://openalex.org/W3048076665","https://openalex.org/W3096490279","https://openalex.org/W3102042805","https://openalex.org/W3135467979","https://openalex.org/W4205721870","https://openalex.org/W4210283375","https://openalex.org/W4213255268","https://openalex.org/W4233931939","https://openalex.org/W4234820496","https://openalex.org/W4237805430","https://openalex.org/W6807432900","https://openalex.org/W6884894013"],"related_works":["https://openalex.org/W2913786724","https://openalex.org/W1850907620","https://openalex.org/W4385984957","https://openalex.org/W2737506792","https://openalex.org/W2945330399","https://openalex.org/W2734513505","https://openalex.org/W1998714132","https://openalex.org/W2162417422","https://openalex.org/W2899752174","https://openalex.org/W3029610257"],"abstract_inverted_index":{"Computational":[0],"tools,":[1],"such":[2],"as":[3],"\"digital":[4],"twin\"":[5],"modeling,":[6],"are":[7,199],"beginning":[8],"to":[9,17,31,36,85,91,108,120,182,234],"enable":[10],"patient-specific":[11,128],"surgical":[12],"planning":[13],"of":[14,131,146,165,205,211],"ablative":[15,66],"therapies":[16],"treat":[18],"hepatocellular":[19],"carcinoma.":[20],"Digital":[21],"twins":[22],"models":[23,35,90,134,140,173,187],"use":[24],"patient":[25,236],"functional":[26],"data":[27,230],"and":[28,115,136,162,209],"biomarker":[29],"imaging":[30,229],"build":[32],"anatomically":[33],"accurate":[34,44,123],"forecast":[37],"therapeutic":[38],"outcomes":[39],"through":[40],"simulation,":[41],"i.e.,":[42],"providing":[43],"information":[45],"for":[46,76,194,238],"guiding":[47],"clinical":[48,223],"decision-making.":[49],"In":[50],"microwave":[51,129],"ablation":[52,93,160,167,179,192],"(MWA),":[53],"tissue-specific":[54],"factors":[55],"(e.g.,":[56],"tissue":[57],"perfusion,":[58],"material":[59,125],"properties,":[60],"disease":[61,226],"state,":[62],"etc.)":[63],"can":[64],"affect":[65],"therapies,":[67],"but":[68],"current":[69],"thermal":[70],"dosing":[71],"guidelines":[72],"do":[73],"not":[74,175],"account":[75],"these":[77],"differences.":[78],"This":[79],"study":[80],"establishes":[81],"an":[82],"imaging-data-driven":[83],"framework":[84],"construct":[86],"digital":[87,138],"twin":[88,139],"biophysical":[89,113,124],"predict":[92],"extents":[94],"in":[95,101],"livers":[96,198,203],"with":[97,196],"varying":[98],"fat":[99],"content":[100],"MWA.":[102],"Patient":[103],"anatomic":[104],"scans":[105],"were":[106,118,141],"segmented":[107],"develop":[109],"customized":[110],"three-dimensional":[111],"computational":[112],"models,":[114],"fat-quantification":[116],"images":[117],"acquired":[119],"reconstruct":[121],"spatially":[122],"properties.":[126],"Simulated":[127],"ablations":[130],"homogenous":[132],"digital-twin":[133,172],"(control)":[135],"enhanced":[137],"performed":[142],"at":[143,152],"four":[144],"levels":[145],"fatty":[147,224],"liver":[148,225],"disease.":[149],"When":[150],"looking":[151],"the":[153,166,170,183,217,232],"short":[154],"diameter":[155,158],"(SD),":[156],"long":[157],"(LD),":[159],"volume,":[161],"spherical":[163],"index":[164],"margins":[168,180,193],"-":[169],"heterogenous":[171],"did":[174],"produce":[176],"significantly":[177],"different":[178],"compared":[181],"control":[184],"models.":[185],"Both":[186],"produced":[188],"results":[189,218],"that":[190,220],"report":[191],"patients":[195],"high-fat":[197],"larger":[200],"than":[201],"low-fat":[202],"(LD":[204],"6.17cm":[206],"vs.":[207,213],"6.30cm":[208],"SD":[210],"2.10":[212],"1.99,":[214],"respectively).":[215],"Overall,":[216],"suggest":[219],"modeling":[221],"heterogeneous":[222],"using":[227],"fat-quantitative":[228],"has":[231],"potential":[233],"improve":[235],"specificity":[237],"this":[239],"treatment":[240],"modality.":[241]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
