{"id":"https://openalex.org/W4389948426","doi":"https://doi.org/10.1007/978-3-031-49552-6_18","title":"A Comparative Study of Deep Learning Methods for Brain Magnetic Resonance Image Reconstruction","display_name":"A Comparative Study of Deep Learning Methods for Brain Magnetic Resonance Image Reconstruction","publication_year":2023,"publication_date":"2023-12-19","ids":{"openalex":"https://openalex.org/W4389948426","doi":"https://doi.org/10.1007/978-3-031-49552-6_18"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-49552-6_18","doi":"https://doi.org/10.1007/978-3-031-49552-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49552-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4389947630","display_name":"Progress in Artificial Intelligence and Pattern Recognition"},"type":"conference-paper","is_traditional":true,"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/A5020167052","display_name":"Eduardo Garea-Llano","orcid":"https://orcid.org/0000-0001-9101-1589","observed_orcids":["https://orcid.org/0000-0001-9101-1589"]},"institutions":[{"id":"https://openalex.org/I2802407485","display_name":"Cuban Neuroscience Center","ror":"https://ror.org/00rk1k743","country_code":"CU","type":"facility","lineage":["https://openalex.org/I2802407485"]}],"countries":["CU"],"is_corresponding":true,"raw_author_name":"Eduardo Garea-Llano","raw_affiliation_strings":["Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0001-9101-1589","affiliations":[{"raw_affiliation_string":"Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba","institution_ids":["https://openalex.org/I2802407485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072823526","display_name":"Evelio Gonz\u00e1lez Dalmau","orcid":"https://orcid.org/0000-0003-4569-2103","observed_orcids":["https://orcid.org/0000-0003-4569-2103"]},"institutions":[{"id":"https://openalex.org/I2802407485","display_name":"Cuban Neuroscience Center","ror":"https://ror.org/00rk1k743","country_code":"CU","type":"facility","lineage":["https://openalex.org/I2802407485"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Evelio Gonzalez-Dalmau","raw_affiliation_strings":["Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0003-4569-2103","affiliations":[{"raw_affiliation_string":"Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba","institution_ids":["https://openalex.org/I2802407485"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069712484","display_name":"Carlos Cabal-Mirabal","orcid":"https://orcid.org/0000-0002-2506-9253","observed_orcids":["https://orcid.org/0000-0002-2506-9253"]},"institutions":[{"id":"https://openalex.org/I2802407485","display_name":"Cuban Neuroscience Center","ror":"https://ror.org/00rk1k743","country_code":"CU","type":"facility","lineage":["https://openalex.org/I2802407485"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Carlos Cabal-Mirabal","raw_affiliation_strings":["Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0002-2506-9253","affiliations":[{"raw_affiliation_string":"Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba","institution_ids":["https://openalex.org/I2802407485"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5020167052"],"corresponding_institution_ids":["https://openalex.org/I2802407485"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"202","last_page":"214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9448000192642212,"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":0.9448000192642212,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.0203000009059906,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.015399999916553497,"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/brain-mri-reconstruction","display_name":"brain MRI reconstruction","score":0.8529999852180481},{"id":"https://openalex.org/keywords/deep-learning","display_name":"deep learning","score":0.6759999990463257},{"id":"https://openalex.org/keywords/low-field-mri","display_name":"low-field MRI","score":0.7950000166893005},{"id":"https://openalex.org/keywords/high-field-mri","display_name":"high-field MRI","score":0.9660000205039978},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.8650000095367432},{"id":"https://openalex.org/keywords/generative-adversarial-networks","display_name":"generative adversarial networks","score":0.9350000023841858},{"id":"https://openalex.org/keywords/image-denoising","display_name":"image denoising","score":0.7889999747276306},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"signal-to-noise ratio","score":0.753000020980835},{"id":"https://openalex.org/keywords/neuroimaging","display_name":"neuroimaging","score":0.5149999856948853}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8271815776824951},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7664616107940674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6871775388717651},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.6358760595321655},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4870355725288391},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4825541377067566},{"id":"https://openalex.org/C58693492","wikidata":"https://www.wikidata.org/wiki/Q551875","display_name":"Neuroimaging","level":2,"score":0.44636085629463196},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4460521340370178},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.43933457136154175},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37607541680336},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32438942790031433},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.12504693865776062},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.07726594805717468},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0732194185256958},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-49552-6_18","doi":"https://doi.org/10.1007/978-3-031-49552-6_18","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-49552-6_18","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2078524519","https://openalex.org/W2753305843","https://openalex.org/W2773850766","https://openalex.org/W2785239769","https://openalex.org/W2786907498","https://openalex.org/W2794518994","https://openalex.org/W2803224943","https://openalex.org/W2803760365","https://openalex.org/W3005709683","https://openalex.org/W3093049763","https://openalex.org/W3217421696","https://openalex.org/W4221148807","https://openalex.org/W4224313859","https://openalex.org/W4321636055","https://openalex.org/W4323644158"],"related_works":["https://openalex.org/W4390400361","https://openalex.org/W4223918765","https://openalex.org/W3116694041","https://openalex.org/W3005334654","https://openalex.org/W3173648231","https://openalex.org/W4205976786","https://openalex.org/W4404747190","https://openalex.org/W2969922524","https://openalex.org/W4385545115","https://openalex.org/W4404851881"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-16T09:59:22.235173","created_date":"2023-12-20T00:00:00"}