{"id":"https://openalex.org/W4401572304","doi":"https://doi.org/10.58530/2023/0429","title":"Generating Synthetic MR Spectroscopic Imaging using MRI and Single-voxel MR Spectroscopy","display_name":"Generating Synthetic MR Spectroscopic Imaging using MRI and Single-voxel MR Spectroscopy","publication_year":2024,"publication_date":"2024-08-14","ids":{"openalex":"https://openalex.org/W4401572304","doi":"https://doi.org/10.58530/2023/0429"},"language":"en","primary_location":{"id":"doi:10.58530/2023/0429","doi":"https://doi.org/10.58530/2023/0429","is_oa":false,"landing_page_url":"https://doi.org/10.58530/2023/0429","pdf_url":null,"source":{"id":"https://openalex.org/S4393917449","display_name":"Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition","issn_l":"1524-6965","issn":["1524-6965","1545-4428"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISMRM Annual Meeting","raw_type":"proceedings-article"},"volume":null,"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/A5061523258","display_name":"S Maruyama","orcid":"https://orcid.org/0000-0002-2092-4652","observed_orcids":["https://orcid.org/0000-0002-2092-4652"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shuki Maruyama","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5019791942","display_name":"Hidenori Takeshima","orcid":"https://orcid.org/0000-0002-2557-8533","observed_orcids":["https://orcid.org/0000-0002-2557-8533"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hidenori Takeshima","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"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":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9994999766349792,"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":0.9994999766349792,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":9.999999747378752e-05,"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/T11809","display_name":"Advanced NMR Techniques and Applications","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1607","display_name":"Spectroscopy"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/image-to-image-translation","display_name":"image-to-image translation","score":0.9120000004768372},{"id":"https://openalex.org/keywords/conditional-gan","display_name":"conditional generative adversarial networks","score":0.9200000166893005},{"id":"https://openalex.org/keywords/pix2pix","display_name":"Pix2Pix","score":0.9729999899864197},{"id":"https://openalex.org/keywords/encoder-decoder-architecture","display_name":"encoder-decoder architecture","score":0.652999997138977}],"concepts":[{"id":"https://openalex.org/C54170458","wikidata":"https://www.wikidata.org/wiki/Q663554","display_name":"Voxel","level":2,"score":0.7566300630569458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5780616402626038},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5712721943855286},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.4899377226829529},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.48773178458213806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4786152243614197},{"id":"https://openalex.org/C160920958","wikidata":"https://www.wikidata.org/wiki/Q7662746","display_name":"Synthetic data","level":2,"score":0.47661271691322327},{"id":"https://openalex.org/C96781048","wikidata":"https://www.wikidata.org/wiki/Q6731601","display_name":"Magnetic resonance spectroscopic imaging","level":3,"score":0.4531843364238739},{"id":"https://openalex.org/C103191249","wikidata":"https://www.wikidata.org/wiki/Q624073","display_name":"In vivo magnetic resonance spectroscopy","level":3,"score":0.4515324532985687},{"id":"https://openalex.org/C157787499","wikidata":"https://www.wikidata.org/wiki/Q13479657","display_name":"Real-time MRI","level":3,"score":0.4187266230583191},{"id":"https://openalex.org/C46141821","wikidata":"https://www.wikidata.org/wiki/Q209402","display_name":"Nuclear magnetic resonance","level":1,"score":0.4026249051094055},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.348929762840271},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.24193722009658813},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.16395384073257446},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1495715081691742},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.10872188210487366},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.58530/2023/0429","doi":"https://doi.org/10.58530/2023/0429","is_oa":false,"landing_page_url":"https://doi.org/10.58530/2023/0429","pdf_url":null,"source":{"id":"https://openalex.org/S4393917449","display_name":"Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition","issn_l":"1524-6965","issn":["1524-6965","1545-4428"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core"],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISMRM Annual Meeting","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5683000087738037,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4400520879","https://openalex.org/W7133340917","https://openalex.org/W4414236281","https://openalex.org/W2089597949","https://openalex.org/W7207530461","https://openalex.org/W1774033065","https://openalex.org/W2582002733","https://openalex.org/W60083486","https://openalex.org/W2073190184","https://openalex.org/W7222552925"],"abstract_inverted_index":{"The":[0,14,56,74],"authors":[1],"proposed":[2,15,62],"new":[3],"methods":[4,16,63],"to":[5],"generate":[6],"synthetic":[7,75],"proton":[8],"MR":[9,34],"spectroscopic":[10],"imaging":[11],"(MRSI)":[12],"data.":[13,73],"were":[17,54,80],"derived":[18],"from":[19,78,90],"Image-to-Image":[20],"Translation":[21],"with":[22,68,83],"Conditional":[23],"Adversarial":[24],"Networks":[25],"(pix2pix),":[26],"taking":[27],"MRI":[28,31,45,72,91],"data":[29,37],"or":[30],"and":[32,46,51],"single-voxel":[33],"spectroscopy":[35],"(SVS)":[36],"as":[38,71],"inputs.":[39],"To":[40],"integrate":[41],"the":[42,61,84],"features":[43],"of":[44],"SVS":[47],"data,":[48],"additional":[49],"encoder":[50],"decoder":[52],"networks":[53],"incorporated.":[55],"experimental":[57],"results":[58],"demonstrated":[59],"that":[60],"generated":[64,77,89],"metabolite":[65],"ratio":[66],"maps":[67,76],"same":[69],"resolution":[70],"MRI+SVS":[79],"more":[81],"consistent":[82],"reference":[85],"ones":[86],"than":[87],"those":[88],"alone.":[92]},"counts_by_year":[],"updated_date":"2026-10-06T10:28:23.643775","created_date":"2024-08-15T00:00:00"}
