{"id":"https://openalex.org/W4410297119","doi":"https://doi.org/10.1109/isbi60581.2025.10980690","title":"Real-Time Image Reconstruction with Deep Denoising for Low-Field MRI-Guided Interventions","display_name":"Real-Time Image Reconstruction with Deep Denoising for Low-Field MRI-Guided Interventions","publication_year":2025,"publication_date":"2025-04-14","ids":{"openalex":"https://openalex.org/W4410297119","doi":"https://doi.org/10.1109/isbi60581.2025.10980690"},"language":"en","primary_location":{"id":"doi:10.1109/isbi60581.2025.10980690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"},"type":"article","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/A5077971997","display_name":"Yixuan Liu","orcid":"https://orcid.org/0000-0003-1676-7786"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Yixuan Liu","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101965837","display_name":"Yu Ding","orcid":"https://orcid.org/0000-0003-4161-3658"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yu Ding","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056073590","display_name":"Yingmin Liu","orcid":"https://orcid.org/0000-0001-5886-8636"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yingmin Liu","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100348784","display_name":"Chong Chen","orcid":"https://orcid.org/0000-0002-4965-5564"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chong Chen","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035444537","display_name":"Kelvin Chow","orcid":"https://orcid.org/0000-0003-0698-1746"},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kelvin Chow","raw_affiliation_strings":["Siemens Healthineers"],"affiliations":[{"raw_affiliation_string":"Siemens Healthineers","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101890620","display_name":"Ning Jin","orcid":"https://orcid.org/0000-0003-4280-8764"},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ning Jin","raw_affiliation_strings":["Siemens Healthineers"],"affiliations":[{"raw_affiliation_string":"Siemens Healthineers","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072916695","display_name":"Axel J. Krafft","orcid":"https://orcid.org/0000-0001-5240-4785"},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Axel Krafft","raw_affiliation_strings":["Siemens Healthineers"],"affiliations":[{"raw_affiliation_string":"Siemens Healthineers","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108415568","display_name":"Florian Maier","orcid":"https://orcid.org/0000-0002-6200-0941"},"institutions":[{"id":"https://openalex.org/I4210151799","display_name":"Siemens Healthcare (United States)","ror":"https://ror.org/054962n91","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151799"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Florian Maier","raw_affiliation_strings":["Siemens Healthineers"],"affiliations":[{"raw_affiliation_string":"Siemens Healthineers","institution_ids":["https://openalex.org/I4210151799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033494104","display_name":"Aimee K. Armstrong","orcid":"https://orcid.org/0000-0002-4534-5075"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aimee Armstrong","raw_affiliation_strings":["Nationwide Children's Hospital"],"affiliations":[{"raw_affiliation_string":"Nationwide Children's Hospital","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046840331","display_name":"Rizwan Ahmad","orcid":"https://orcid.org/0000-0002-5917-3788"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rizwan Ahmad","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018162304","display_name":"Orlando P. Simonetti","orcid":"https://orcid.org/0000-0002-8994-0095"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Orlando Simonetti","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028544932","display_name":"Yuan Xue","orcid":"https://orcid.org/0000-0002-5390-9037"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuan Xue","raw_affiliation_strings":["The Ohio State University"],"affiliations":[{"raw_affiliation_string":"The Ohio State University","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5077971997"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1846231,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9965999722480774,"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":0.9965999722480774,"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9872000217437744,"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/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.986299991607666,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6174002289772034},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.6076656579971313},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5835427045822144},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.562824010848999},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5605745315551758},{"id":"https://openalex.org/keywords/real-time-mri","display_name":"Real-time MRI","score":0.5239803194999695},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4428873360157013},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43064606189727783},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.23132804036140442},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.19924592971801758},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.19457489252090454},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09672483801841736}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6174002289772034},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.6076656579971313},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5835427045822144},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.562824010848999},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5605745315551758},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.5239803194999695},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4428873360157013},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43064606189727783},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.23132804036140442},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.19924592971801758},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.19457489252090454},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09672483801841736},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi60581.2025.10980690","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi60581.2025.10980690","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE 22nd International Symposium on Biomedical Imaging (ISBI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2899751267","display_name":null,"funder_award_id":"R01HL161618","funder_id":"https://openalex.org/F4320337338","funder_display_name":"National Heart, Lung, and Blood Institute"},{"id":"https://openalex.org/G6451064354","display_name":null,"funder_award_id":"24PRE1189756","funder_id":"https://openalex.org/F4320306230","funder_display_name":"American Heart Association"}],"funders":[{"id":"https://openalex.org/F4320306230","display_name":"American Heart Association","ror":"https://ror.org/013kjyp64"},{"id":"https://openalex.org/F4320337338","display_name":"National Heart, Lung, and Blood Institute","ror":"https://ror.org/012pb6c26"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W2508457857","https://openalex.org/W2962974533","https://openalex.org/W2977860782","https://openalex.org/W3001190295","https://openalex.org/W3012912890","https://openalex.org/W3035051775","https://openalex.org/W3196004432","https://openalex.org/W4291514763","https://openalex.org/W4387392658","https://openalex.org/W4394827765","https://openalex.org/W6755625687","https://openalex.org/W6781228197"],"related_works":["https://openalex.org/W2765479697","https://openalex.org/W3153293907","https://openalex.org/W3080267150","https://openalex.org/W2756957295","https://openalex.org/W4385543058","https://openalex.org/W4293253204","https://openalex.org/W1996797998","https://openalex.org/W2995582197","https://openalex.org/W2998746225","https://openalex.org/W1969553609"],"abstract_inverted_index":{"Congenital":[0],"heart":[1],"disease":[2],"(CHD)":[3],"affects":[4],"thousands":[5],"of":[6],"infants":[7],"annually,":[8],"often":[9],"necessitating":[10],"repeated":[11],"catheterizations":[12],"guided":[13,24],"by":[14],"X-ray":[15],"fluoroscopy,":[16],"leading":[17],"to":[18,106],"cumulative":[19],"radiation":[20],"exposure.":[21],"Low-field":[22],"MRI":[23,57],"intervention":[25],"can":[26],"reduce":[27,36],"this":[28,37],"risk;":[29],"however,":[30],"image":[31,43,78,103],"noise":[32],"is":[33],"problematic.":[34],"To":[35],"risk,":[38],"We":[39],"present":[40],"a":[41,55,65,71,91,99],"real-time":[42,111],"reconstruction":[44],"pipeline":[45,82],"for":[46],"low-field":[47],"(0.55T)":[48],"Magnetic":[49],"Resonance":[50],"Imaging":[51],"(MRI)-guided":[52],"interventions,":[53],"using":[54],"0.55T":[56],"scanner.":[58],"Our":[59],"method":[60],"integrates":[61],"the":[62],"GRAPPA":[63],"with":[64],"modified":[66],"DnCNN":[67],"denoising":[68],"network":[69],"in":[70,85,87,94,102],"deep":[72],"learning":[73],"framework,":[74],"achieving":[75],"high-quality,":[76],"low-latency":[77],"reconstructions.":[79],"The":[80],"proposed":[81],"was":[83],"validated":[84],"preclinical":[86],"vivo":[88],"experiments,":[89],"demonstrating":[90],"15%":[92],"improvement":[93],"signal-to-noise":[95],"ratio":[96],"(SNR)":[97],"and":[98],"30%":[100],"reduction":[101],"artifacts":[104],"compared":[105],"conventional":[107],"techniques,":[108],"while":[109],"maintaining":[110],"performance.":[112]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}