{"id":"https://openalex.org/W4407929924","doi":"https://doi.org/10.5220/0013306300003911","title":"Deep Learning Denoising of Low-Dose Computed Tomography Using Convolutional Autoencoder: A Phantom Study","display_name":"Deep Learning Denoising of Low-Dose Computed Tomography Using Convolutional Autoencoder: A Phantom Study","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407929924","doi":"https://doi.org/10.5220/0013306300003911"},"language":"en","primary_location":{"id":"doi:10.5220/0013306300003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013306300003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0013306300003911","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Simone Damiani","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Simone Damiani","raw_affiliation_strings":["Department of Physics, University of Pisa, Pisa, Italy","National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095841886","display_name":"Manuela Imbriani","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Manuela Imbriani","raw_affiliation_strings":["Department of Physics, University of Pisa, Pisa, Italy","Medical Physics Department, Azienda Toscana Nord Ovest Area Nord, Lucca, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Medical Physics Department, Azienda Toscana Nord Ovest Area Nord, Lucca, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053090175","display_name":"Francesca Lizzi","orcid":"https://orcid.org/0000-0003-0900-0421"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesca Lizzi","raw_affiliation_strings":["National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008859702","display_name":"M. Quattrocchi","orcid":"https://orcid.org/0000-0002-9555-7527"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mariagrazia Quattrocchi","raw_affiliation_strings":["Medical Physics Department, Azienda Toscana Nord Ovest Area Nord, Lucca, Italy"],"affiliations":[{"raw_affiliation_string":"Medical Physics Department, Azienda Toscana Nord Ovest Area Nord, Lucca, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053399221","display_name":"Alessandra Retico","orcid":"https://orcid.org/0000-0001-5135-4472"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandra Retico","raw_affiliation_strings":["National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046069774","display_name":"Sara Saponaro","orcid":"https://orcid.org/0000-0003-3930-3976"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Sara Saponaro","raw_affiliation_strings":["National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044723766","display_name":"Camilla Scapicchio","orcid":"https://orcid.org/0000-0001-5984-0408"},"institutions":[{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Camilla Scapicchio","raw_affiliation_strings":["National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111946978","display_name":"Alessandro Tofani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alessandro Tofani","raw_affiliation_strings":["Medical Physics Department, Azienda Toscana Nord Ovest Area Nord, Lucca, Italy"],"affiliations":[{"raw_affiliation_string":"Medical Physics Department, Azienda Toscana Nord Ovest Area Nord, Lucca, Italy","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052024908","display_name":"Arman Zafaranchi","orcid":null},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Arman Zafaranchi","raw_affiliation_strings":["Department of Computer Science, University of Pisa, Pisa, Italy","Department of Physics, University of Pisa, Pisa, Italy","National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"Department of Physics, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095841887","display_name":"Maria Irene Tenerani","orcid":"https://orcid.org/0009-0000-6230-7858"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Tenerani","raw_affiliation_strings":["Department of Physics, University of Pisa, Pisa, Italy","National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004460160","display_name":"Maria Evelina Fantacci","orcid":"https://orcid.org/0000-0003-2130-4372"},"institutions":[{"id":"https://openalex.org/I108290504","display_name":"University of Pisa","ror":"https://ror.org/03ad39j10","country_code":"IT","type":"education","lineage":["https://openalex.org/I108290504"]},{"id":"https://openalex.org/I160013858","display_name":"Istituto Nazionale di Fisica Nucleare","ror":"https://ror.org/005ta0471","country_code":"IT","type":"funder","lineage":["https://openalex.org/I160013858"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maria Fantacci","raw_affiliation_strings":["Department of Physics, University of Pisa, Pisa, Italy","National Institute for Nuclear Physics, Pisa Division, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Physics, University of Pisa, Pisa, Italy","institution_ids":["https://openalex.org/I108290504"]},{"raw_affiliation_string":"National Institute for Nuclear Physics, Pisa Division, Italy","institution_ids":["https://openalex.org/I160013858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":11,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I108290504","https://openalex.org/I160013858"],"apc_list":null,"apc_paid":null,"fwci":1.2202,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.75146776,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"376","last_page":"385"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9991000294685364,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9991000294685364,"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/T12386","display_name":"Advanced X-ray and CT Imaging","score":0.9987000226974487,"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/T10844","display_name":"Radiation Dose and Imaging","score":0.9810000061988831,"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/imaging-phantom","display_name":"Imaging phantom","score":0.8747708797454834},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7893350720405579},{"id":"https://openalex.org/keywords/computed-tomography","display_name":"Computed tomography","score":0.5943372249603271},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5747420787811279},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5391550064086914},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.49002182483673096},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4888591170310974},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.48880550265312195},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38601547479629517},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3478754162788391},{"id":"https://openalex.org/keywords/nuclear-medicine","display_name":"Nuclear medicine","score":0.2613432705402374},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.22214576601982117},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.20070436596870422}],"concepts":[{"id":"https://openalex.org/C104293457","wikidata":"https://www.wikidata.org/wiki/Q28324852","display_name":"Imaging phantom","level":2,"score":0.8747708797454834},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7893350720405579},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.5943372249603271},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5747420787811279},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5391550064086914},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.49002182483673096},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4888591170310974},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.48880550265312195},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38601547479629517},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3478754162788391},{"id":"https://openalex.org/C2989005","wikidata":"https://www.wikidata.org/wiki/Q214963","display_name":"Nuclear medicine","level":1,"score":0.2613432705402374},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.22214576601982117},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.20070436596870422}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5220/0013306300003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013306300003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.5220/0013306300003911","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0013306300003911","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W4297051394","https://openalex.org/W2752972570","https://openalex.org/W4386815338","https://openalex.org/W3037110488"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}