{"id":"https://openalex.org/W4386766684","doi":"https://doi.org/10.1109/access.2023.3315734","title":"An HPC Pipeline for Calcium Quantification of Aortic Root From Contrast-Enhanced CCT Scans","display_name":"An HPC Pipeline for Calcium Quantification of Aortic Root From Contrast-Enhanced CCT Scans","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386766684","doi":"https://doi.org/10.1109/access.2023.3315734"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3315734","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3315734","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10251934.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10251934.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092877233","display_name":"Giada Minghini","orcid":"https://orcid.org/0009-0007-8298-8815"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Giada Minghini","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy"],"raw_orcid":"https://orcid.org/0009-0007-8298-8815","affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082611067","display_name":"Armando Ugo Cavallo","orcid":"https://orcid.org/0000-0001-8390-7721"},"institutions":[{"id":"https://openalex.org/I4210116004","display_name":"Istituto Dermopatico dell'Immacolata","ror":"https://ror.org/02b5mfy68","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210116004","https://openalex.org/I4210153126"]},{"id":"https://openalex.org/I4210153126","display_name":"Istituti di Ricovero e Cura a Carattere Scientifico","ror":"https://ror.org/04tfzc498","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210153126"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Armando Ugo Cavallo","raw_affiliation_strings":["Istituto Dermopatico dell&#x2019;Immacolata (IDI) IRCCS, Rome, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8390-7721","affiliations":[{"raw_affiliation_string":"Istituto Dermopatico dell&#x2019;Immacolata (IDI) IRCCS, Rome, Italy","institution_ids":["https://openalex.org/I4210116004","https://openalex.org/I4210153126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021850950","display_name":"Andrea Miola","orcid":"https://orcid.org/0000-0003-0740-5070"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Miola","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0740-5070","affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031090847","display_name":"Valentina Sisini","orcid":null},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Valentina Sisini","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067711003","display_name":"Enrico Calore","orcid":"https://orcid.org/0000-0002-2301-3838"},"institutions":[{"id":"https://openalex.org/I4210107105","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara","ror":"https://ror.org/00zs3y046","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210107105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Enrico Calore","raw_affiliation_strings":["Istituto Nazionale di Fisica Nucleare (INFN) Ferrara, Ferrara, Italy"],"raw_orcid":"https://orcid.org/0000-0002-2301-3838","affiliations":[{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (INFN) Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I4210107105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004474802","display_name":"Francesca Fortini","orcid":null},"institutions":[{"id":"https://openalex.org/I4210100680","display_name":"Maria Cecilia Hospital","ror":"https://ror.org/01wxb8362","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210100680"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Fortini","raw_affiliation_strings":["Maria Cecilia Hospital, GVM Care and Research, Cotignola, Italy"],"raw_orcid":"https://orcid.org/0000-0003-0807-3792","affiliations":[{"raw_affiliation_string":"Maria Cecilia Hospital, GVM Care and Research, Cotignola, Italy","institution_ids":["https://openalex.org/I4210100680"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032757875","display_name":"Rino Micheloni","orcid":"https://orcid.org/0000-0002-3400-2624"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rino Micheloni","raw_affiliation_strings":["Avaneidi srl, Saronno, Italy"],"raw_orcid":"https://orcid.org/0000-0002-3400-2624","affiliations":[{"raw_affiliation_string":"Avaneidi srl, Saronno, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003974616","display_name":"Paola Rizzo","orcid":"https://orcid.org/0000-0001-7174-9674"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]},{"id":"https://openalex.org/I4210100680","display_name":"Maria Cecilia Hospital","ror":"https://ror.org/01wxb8362","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210100680"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Paola Rizzo","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","Maria Cecilia Hospital, GVM Care & Research, Cotignola, Italy"],"raw_orcid":"https://orcid.org/0000-0001-7174-9674","affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]},{"raw_affiliation_string":"Maria Cecilia Hospital, GVM Care & Research, Cotignola, Italy","institution_ids":["https://openalex.org/I4210100680"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071220084","display_name":"Sebastiano Fabio Schifano","orcid":"https://orcid.org/0000-0002-0132-9196"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]},{"id":"https://openalex.org/I4210107105","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara","ror":"https://ror.org/00zs3y046","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210107105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sebastiano Fabio Schifano","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","Istituto Nazionale di Fisica Nucleare (INFN) Ferrara, Ferrara, Italy"],"raw_orcid":"https://orcid.org/0000-0002-0132-9196","affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (INFN) Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I4210107105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047177904","display_name":"Francesco Vieceli Dalla Sega","orcid":"https://orcid.org/0000-0003-3445-3983"},"institutions":[{"id":"https://openalex.org/I4210100680","display_name":"Maria Cecilia Hospital","ror":"https://ror.org/01wxb8362","country_code":"IT","type":"healthcare","lineage":["https://openalex.org/I4210100680"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Vieceli Dalla Sega","raw_affiliation_strings":["Maria Cecilia Hospital, GVM Care and Research, Cotignola, Italy"],"raw_orcid":"https://orcid.org/0000-0003-3445-3983","affiliations":[{"raw_affiliation_string":"Maria Cecilia Hospital, GVM Care and Research, Cotignola, Italy","institution_ids":["https://openalex.org/I4210100680"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084809231","display_name":"Cristian Zambelli","orcid":"https://orcid.org/0000-0001-8755-0504"},"institutions":[{"id":"https://openalex.org/I201324441","display_name":"University of Ferrara","ror":"https://ror.org/041zkgm14","country_code":"IT","type":"education","lineage":["https://openalex.org/I201324441"]},{"id":"https://openalex.org/I4210107105","display_name":"Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara","ror":"https://ror.org/00zs3y046","country_code":"IT","type":"facility","lineage":["https://openalex.org/I160013858","https://openalex.org/I4210107105"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Cristian Zambelli","raw_affiliation_strings":["Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","Istituto Nazionale di Fisica Nucleare (INFN) Ferrara, Ferrara, Italy"],"raw_orcid":"https://orcid.org/0000-0001-8755-0504","affiliations":[{"raw_affiliation_string":"Universit&#x00E0; degli Studi di Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I201324441"]},{"raw_affiliation_string":"Istituto Nazionale di Fisica Nucleare (INFN) Ferrara, Ferrara, Italy","institution_ids":["https://openalex.org/I4210107105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.8845,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76601443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"11","issue":null,"first_page":"101309","last_page":"101319"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T10172","display_name":"Cardiac Valve Diseases and Treatments","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular Medicine"},"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/T11551","display_name":"Infective Endocarditis Diagnosis and Management","score":0.9965000152587891,"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"}},{"id":"https://openalex.org/T10372","display_name":"Cardiac Imaging and Diagnostics","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7106465101242065},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7047802209854126},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5840466618537903},{"id":"https://openalex.org/keywords/test-set","display_name":"Test set","score":0.5438814759254456},{"id":"https://openalex.org/keywords/calcification","display_name":"Calcification","score":0.4588928520679474},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.4564334452152252},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4398805797100067},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42646878957748413},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22829341888427734},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1797569990158081}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7106465101242065},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7047802209854126},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5840466618537903},{"id":"https://openalex.org/C169903167","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Test set","level":2,"score":0.5438814759254456},{"id":"https://openalex.org/C2780309369","wikidata":"https://www.wikidata.org/wiki/Q933382","display_name":"Calcification","level":2,"score":0.4588928520679474},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.4564334452152252},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4398805797100067},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42646878957748413},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22829341888427734},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1797569990158081},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/access.2023.3315734","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3315734","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10251934.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:sfera.unife.it:11392/2523850","is_oa":true,"landing_page_url":"https://hdl.handle.net/11392/2523850","pdf_url":"https://sfera.unife.it/bitstream/11392/2523850/1/An_HPC_Pipeline_for_Calcium_Quantification_of_Aortic_Root_From_Contrast-Enhanced_CCT_Scans.pdf","source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"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":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:doaj.org/article:8181d3406e3543d5a61954478dc4c9cb","is_oa":true,"landing_page_url":"https://doaj.org/article/8181d3406e3543d5a61954478dc4c9cb","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 11, Pp 101309-101319 (2023)","raw_type":"article"},{"id":"pmh:oai:iris.unife.it:11392/2523850","is_oa":true,"landing_page_url":"https://ieeexplore.ieee.org/document/10251934","pdf_url":null,"source":{"id":"https://openalex.org/S4306400369","display_name":"Institutional Research Information System University of Ferrara (University of Ferrara)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I201324441","host_organization_name":"University of Ferrara","host_organization_lineage":["https://openalex.org/I201324441"],"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":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3315734","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3315734","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10251934.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1944336903","display_name":null,"funder_award_id":"FIR2021","funder_id":"https://openalex.org/F4320324162","funder_display_name":"Universit\u00e0 degli Studi di Ferrara"}],"funders":[{"id":"https://openalex.org/F4320324162","display_name":"Universit\u00e0 degli Studi di Ferrara","ror":"https://ror.org/041zkgm14"},{"id":"https://openalex.org/F4320327843","display_name":"Istituto Nazionale di Fisica Nucleare","ror":null},{"id":"https://openalex.org/F4320331528","display_name":"Ministero dell'Universit\u00e0 e della Ricerca","ror":null},{"id":"https://openalex.org/F4320337512","display_name":"Nuclear Physics","ror":"https://ror.org/02atag894"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386766684.pdf","grobid_xml":"https://content.openalex.org/works/W4386766684.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W207532508","https://openalex.org/W1882986778","https://openalex.org/W1901129140","https://openalex.org/W1974337023","https://openalex.org/W2063322369","https://openalex.org/W2072194558","https://openalex.org/W2147154465","https://openalex.org/W2149609916","https://openalex.org/W2153208389","https://openalex.org/W2165258820","https://openalex.org/W2345003174","https://openalex.org/W2427373474","https://openalex.org/W2464708700","https://openalex.org/W2566887635","https://openalex.org/W2606631097","https://openalex.org/W2765438109","https://openalex.org/W2769398990","https://openalex.org/W2794399231","https://openalex.org/W2883254254","https://openalex.org/W2900954917","https://openalex.org/W2913292358","https://openalex.org/W2922901657","https://openalex.org/W2927851116","https://openalex.org/W2966333895","https://openalex.org/W2972846321","https://openalex.org/W2974348951","https://openalex.org/W3009563704","https://openalex.org/W3049400721","https://openalex.org/W3091064912","https://openalex.org/W3108981504","https://openalex.org/W3109154922","https://openalex.org/W3111628214","https://openalex.org/W3124046908","https://openalex.org/W3158413189","https://openalex.org/W3164278751","https://openalex.org/W3164826170","https://openalex.org/W3174852669","https://openalex.org/W4205797257","https://openalex.org/W4205826745","https://openalex.org/W4206181381","https://openalex.org/W4207070934","https://openalex.org/W4210316092","https://openalex.org/W4301239768","https://openalex.org/W4379619501","https://openalex.org/W6748645090"],"related_works":["https://openalex.org/W2419349733","https://openalex.org/W2393187347","https://openalex.org/W1981293817","https://openalex.org/W2437424849","https://openalex.org/W2069592018","https://openalex.org/W2369015664","https://openalex.org/W2075740387","https://openalex.org/W3013888696","https://openalex.org/W2803580226","https://openalex.org/W2354005113"],"abstract_inverted_index":{"Precise":[0],"assessment":[1],"of":[2,15,35,43,65,115,141,146,165,196,206,231],"calcification":[3,229],"lesions":[4],"in":[5,67,71,151,226],"the":[6,13,16,26,29,39,44,90,96,99,102,105,108,113,116,129,153,159,162,172,228,234],"Aortic":[7,18],"Root":[8],"(AR)":[9],"is":[10,121,155,175,221],"relevant":[11],"for":[12,128,158,216],"success":[14],"Transcatheter":[17],"Valve":[19],"Implantation":[20],"(TAVI)":[21],"procedure.":[22],"To":[23],"this":[24,48,237],"end,":[25],"radiologists":[27,173,225],"analyze":[28],"Cardiac":[30],"Computed":[31],"Tomography":[32],"(CCT)":[33],"scans":[34],"patients,":[36],"and":[37,41,62,81,107,111,136,184,198,202,220,241],"detect":[38],"position":[40],"extent":[42],"calcium":[45,66,117,166],"deposits.":[46],"In":[47],"contribution,":[49],"we":[50,190],"develop":[51],"a":[52,72,82,93,139,181,192,203],"computationally":[53],"efficient":[54],"High-Performance":[55],"Computing":[56],"(HPC)":[57],"system":[58,120,214],"to":[59,92,171,223],"detect,":[60],"segment,":[61],"quantify":[63],"volumes":[64,168],"contrast-enhanced":[68],"CCTs,":[69],"embedding":[70],"three-step":[73],"pipeline":[74],"two":[75],"3D":[76],"Convolutional":[77],"Neural":[78],"Networks":[79],"(CNN)":[80],"threshold":[83],"adaptive":[84],"filter.":[85],"The":[86,148],"first":[87],"step":[88],"crops":[89],"images":[91],"bounding-box":[94],"around":[95],"AR":[97,154],"keeping":[98],"original":[100],"resolution,":[101],"second":[103],"builds":[104],"segmentation,":[106],"third":[109],"detects":[110],"measures":[112],"volume":[114],"lesions.":[118],"Our":[119,209],"trained":[122],"on":[123,138,180],"high-resolution":[124],"contrast-CCTs":[125],"routinely":[126],"planned":[127],"TAVI":[130],"manually":[131],"annotated":[132],"by":[133],"expert":[134],"radiologists,":[135],"evaluated":[137],"test-set":[140],"patients":[142,232],"with":[143,169],"different":[144],"levels":[145],"calcifications.":[147],"accuracy":[149],"achieved":[150],"segmenting":[152],"approximately":[156],"92%":[157],"test-set,":[160],"while":[161],"average":[163],"difference":[164],"lesion":[167],"respect":[170],"measurements":[174],"about":[176],"0.49":[177],"mm3.":[178],"Running":[179],"4X":[182],"NVIDIA-V100":[183],"an":[185,212],"8X":[186],"NVIDIA-A100":[187],"GPU":[188],"systems,":[189],"achieve":[191],"remarkable":[193],"inference":[194],"throughput":[195],"17":[197],"70":[199],"CCT/sec":[200],"respectively,":[201],"linear":[204],"scaling":[205],"computing":[207],"performance.":[208],"contribution":[210],"provides":[211],"HPC":[213],"suitable":[215],"hospital":[217],"premises":[218],"installation":[219],"able":[222],"aid":[224],"assessing":[227],"level":[230],"undergoing":[233],"TAVI,":[235],"making":[236],"process":[238],"automated,":[239],"fast":[240],"more":[242],"reliable.":[243]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
