{"id":"https://openalex.org/W3148976060","doi":"https://doi.org/10.1007/s11548-021-02349-6","title":"Learning ultrasound rendering from cross-sectional model slices for simulated training","display_name":"Learning ultrasound rendering from cross-sectional model slices for simulated training","publication_year":2021,"publication_date":"2021-04-08","ids":{"openalex":"https://openalex.org/W3148976060","doi":"https://doi.org/10.1007/s11548-021-02349-6","mag":"3148976060","pmid":"https://pubmed.ncbi.nlm.nih.gov/33834348"},"language":"en","primary_location":{"id":"doi:10.1007/s11548-021-02349-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-021-02349-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-021-02349-6.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/s11548-021-02349-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100351773","display_name":"Lin Zhang","orcid":"https://orcid.org/0000-0001-5245-4766"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Lin Zhang","raw_affiliation_strings":["Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland. lin.zhang@vision.ee.ethz.ch","Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland"],"raw_orcid":"https://orcid.org/0000-0001-5245-4766","affiliations":[{"raw_affiliation_string":"Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland. lin.zhang@vision.ee.ethz.ch","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036633606","display_name":"Tiziano Portenier","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Tiziano Portenier","raw_affiliation_strings":["Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016658563","display_name":"Or\u00e7un G\u00f6ksel","orcid":"https://orcid.org/0000-0002-8639-7373"},"institutions":[{"id":"https://openalex.org/I123387679","display_name":"Uppsala University","ror":"https://ror.org/048a87296","country_code":"SE","type":"education","lineage":["https://openalex.org/I123387679"]},{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH","SE"],"is_corresponding":false,"raw_author_name":"Orcun Goksel","raw_affiliation_strings":["Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland","Department of Information Technology, Uppsala University, Uppsala, Sweden"],"raw_orcid":"https://orcid.org/0000-0002-8639-7373","affiliations":[{"raw_affiliation_string":"Computer-assisted Applications in Medicine, ETH Zurich, Z\u00fcrich, Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"Department of Information Technology, Uppsala University, Uppsala, Sweden","institution_ids":["https://openalex.org/I123387679"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100351773"],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":{"value":3390,"currency":"EUR","value_usd":4390},"apc_paid":{"value":3390,"currency":"EUR","value_usd":4390},"fwci":0.4849,"has_fulltext":true,"cited_by_count":9,"citation_normalized_percentile":{"value":0.63760209,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"16","issue":"5","first_page":"721","last_page":"730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7599999904632568,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.7599999904632568,"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/T10727","display_name":"Ultrasound Imaging and Elastography","score":0.05829999968409538,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.04540000110864639,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8323500156402588},{"id":"https://openalex.org/keywords/rendering","display_name":"Rendering (computer graphics)","score":0.6144986152648926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5150637030601501},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5069587230682373},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.498075008392334},{"id":"https://openalex.org/keywords/interactivity","display_name":"Interactivity","score":0.44225820899009705},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3829706609249115},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.16825494170188904},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.1080077588558197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8323500156402588},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.6144986152648926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5150637030601501},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5069587230682373},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.498075008392334},{"id":"https://openalex.org/C144430266","wikidata":"https://www.wikidata.org/wiki/Q839721","display_name":"Interactivity","level":2,"score":0.44225820899009705},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3829706609249115},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.16825494170188904},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.1080077588558197}],"mesh":[{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076142","descriptor_name":"Virtual Reality","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","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":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009010","descriptor_name":"Monte Carlo Method","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D013269","descriptor_name":"Stochastic Processes","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014463","descriptor_name":"Ultrasonography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D021621","descriptor_name":"Imaging, Three-Dimensional","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D059629","descriptor_name":"Signal-To-Noise Ratio","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11548-021-02349-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-021-02349-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-021-02349-6.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:33834348","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33834348","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:DiVA.org:uu-454192","is_oa":true,"landing_page_url":"http://urn.kb.se/resolve?urn=urn:nbn:se:uu:diva-454192","pdf_url":null,"source":{"id":"https://openalex.org/S4306401559","display_name":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","issn_l":null,"issn":null,"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":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:pubmedcentral.nih.gov:8134288","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8134288","pdf_url":null,"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/s11548-021-02349-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11548-021-02349-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11548-021-02349-6.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/G2814041202","display_name":null,"funder_award_id":"25540 PFLS","funder_id":"https://openalex.org/F4320327931","funder_display_name":"Innosuisse - Schweizerische Agentur f\u00fcr Innovationsf\u00f6rderung"}],"funders":[{"id":"https://openalex.org/F4320321652","display_name":"Eidgen\u00f6ssische Technische Hochschule Z\u00fcrich","ror":"https://ror.org/05a28rw58"},{"id":"https://openalex.org/F4320327931","display_name":"Innosuisse - Schweizerische Agentur f\u00fcr Innovationsf\u00f6rderung","ror":"https://ror.org/05a2bhn71"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3148976060.pdf","grobid_xml":"https://content.openalex.org/works/W3148976060.grobid-xml"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W104384757","https://openalex.org/W1981771373","https://openalex.org/W2018100490","https://openalex.org/W2078278782","https://openalex.org/W2136041148","https://openalex.org/W2159595075","https://openalex.org/W2293303222","https://openalex.org/W2406350153","https://openalex.org/W2535388113","https://openalex.org/W2737861305","https://openalex.org/W2741044148","https://openalex.org/W2776940252","https://openalex.org/W2909870149","https://openalex.org/W2946695954","https://openalex.org/W2962770929","https://openalex.org/W2962793481","https://openalex.org/W2962974533","https://openalex.org/W2963093980","https://openalex.org/W2964121744","https://openalex.org/W2965900506","https://openalex.org/W2969366332","https://openalex.org/W3003301247","https://openalex.org/W3017253860","https://openalex.org/W3036577339","https://openalex.org/W3041315781","https://openalex.org/W3097427855","https://openalex.org/W3098507578","https://openalex.org/W3115788318","https://openalex.org/W4226348722"],"related_works":["https://openalex.org/W2319020389","https://openalex.org/W2001821990","https://openalex.org/W2272707781","https://openalex.org/W2747851897","https://openalex.org/W1975913006","https://openalex.org/W1513662110","https://openalex.org/W2063506784","https://openalex.org/W4240086805","https://openalex.org/W2521348551","https://openalex.org/W2013411520"],"abstract_inverted_index":{"PURPOSE:":[0],"Given":[1,149],"the":[2,19,153,186,191,265],"high":[3,242],"level":[4],"of":[5,12,21,177,223,241],"expertise":[6],"required":[7],"for":[8,42,221],"navigation":[9],"and":[10,59,74,98,127,188,202,219],"interpretation":[11],"ultrasound":[13,32,179,204,227,259],"images,":[14],"computational":[15,40],"simulations":[16,68,260],"can":[17,34,277],"facilitate":[18,144],"training":[20],"such":[22,67,84,145],"skills":[23],"in":[24,110,133,195,252],"virtual":[25],"reality.":[26],"With":[27],"ray-tracing":[28],"based":[29,198,214,232],"simulations,":[30],"realistic":[31,258],"images":[33,176],"be":[35,49,278],"generated.":[36],"However,":[37],"due":[38],"to":[39,48,55,83,130,135,142,164,170,239,246,268],"constraints":[41],"interactivity,":[43],"image":[44,77,106],"quality":[45,107,151,243],"typically":[46],"needs":[47],"compromised.":[50],"METHODS:":[51],"We":[52,87],"propose":[53],"herein":[54,141],"bypass":[56],"any":[57,248],"rendering":[58,250],"simulation":[60],"process":[61,251],"at":[62],"interactive":[63,236],"time,":[64],"by":[65,263],"conducting":[66],"during":[69],"a":[70,89,94,171,210,269],"non-time-critical":[71],"offline":[72],"stage":[73,275],"then":[75],"learning":[76],"translation":[78,146],"from":[79,117,190,235],"cross-sectional":[80,118],"model":[81,119],"slices":[82,238],"simulated":[85],"frames.":[86],"use":[88],"generative":[90],"adversarial":[91],"framework":[92],"with":[93,156],"dedicated":[95,281],"generator":[96],"architecture":[97],"input":[99,128,161],"feeding":[100],"scheme,":[101],"which":[102,254],"both":[103],"substantially":[104],"improve":[105],"without":[108],"increase":[109],"network":[111],"parameters.":[112],"Integral":[113],"attenuation":[114],"maps":[115,129,159],"derived":[116],"slices,":[120],"texture-friendly":[121],"strided":[122],"convolutions,":[123],"providing":[124],"stochastic":[125],"noise":[126],"intermediate":[131],"layers":[132],"order":[134],"preserve":[136],"locality":[137],"are":[138],"all":[139],"shown":[140,163],"greatly":[143],"task.":[147],"RESULTS:":[148],"several":[150],"metrics,":[152],"proposed":[154,218],"method":[155],"only":[157],"tissue":[158,237],"as":[160],"is":[162,217],"provide":[165],"comparable":[166],"or":[167],"superior":[168],"results":[169],"state-of-the-art":[172],"that":[173,208,276],"uses":[174],"additional":[175],"low-quality":[178],"renderings.":[180],"An":[181],"extensive":[182],"ablation":[183],"study":[184],"shows":[185],"need":[187],"benefits":[189],"individual":[192],"contributions":[193],"utilized":[194],"this":[196],"work,":[197],"on":[199,261,280],"qualitative":[200],"examples":[201],"quantitative":[203],"similarity":[205],"metrics.":[206],"To":[207],"end,":[209],"local":[211,224],"histogram":[212],"statistics":[213],"error":[215],"metric":[216],"demonstrated":[220],"visualization":[222],"dissimilarities":[225],"between":[226],"images.":[228],"CONCLUSION:":[229],"A":[230],"deep-learning":[231],"direct":[233],"transformation":[234],"likeness":[240],"renderings":[244],"allow":[245],"obviate":[247],"complex":[249],"real-time,":[253],"could":[255],"enable":[256],"extremely":[257],"consumer-hardware":[262],"moving":[264],"time-intensive":[266],"processes":[267],"one-time,":[270],"offline,":[271],"preprocessing":[272],"data":[273],"preparation":[274],"performed":[279],"high-end":[282],"hardware.":[283]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
