{"id":"https://openalex.org/W4386065495","doi":"https://doi.org/10.1109/access.2023.3307577","title":"High-Resolution 3D MRI With Deep Generative Networks via Novel Slice-Profile Transformation Super-Resolution","display_name":"High-Resolution 3D MRI With Deep Generative Networks via Novel Slice-Profile Transformation Super-Resolution","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386065495","doi":"https://doi.org/10.1109/access.2023.3307577","pmid":"https://pubmed.ncbi.nlm.nih.gov/37711392"},"language":"en","primary_location":{"id":"doi:10.1109/access.2023.3307577","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3307577","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10226181.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","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10226181.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102947739","display_name":"Jiahao Lin","orcid":"https://orcid.org/0000-0002-6730-2818"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jiahao Lin","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","Department of Electrical and Computer Engineering, University of California Los Angeles, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-6730-2818","affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of California Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103108672","display_name":"Qi Miao","orcid":"https://orcid.org/0000-0003-2235-8997"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I4210140515","display_name":"First Hospital of China Medical University","ror":"https://ror.org/04wjghj95","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210140515"]},{"id":"https://openalex.org/I91656880","display_name":"China Medical University","ror":"https://ror.org/032d4f246","country_code":"CN","type":"education","lineage":["https://openalex.org/I91656880"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Qi Miao","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning Province, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, The First Affiliated Hospital of China Medical University, Shenyang, Liaoning Province, China","institution_ids":["https://openalex.org/I4210140515","https://openalex.org/I91656880"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048308240","display_name":"Chuthaporn Surawech","orcid":"https://orcid.org/0000-0002-3596-2248"},"institutions":[{"id":"https://openalex.org/I158708052","display_name":"Chulalongkorn University","ror":"https://ror.org/028wp3y58","country_code":"TH","type":"education","lineage":["https://openalex.org/I158708052"]},{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]},{"id":"https://openalex.org/I2802209374","display_name":"King Chulalongkorn Memorial Hospital","ror":"https://ror.org/05jd2pj53","country_code":"TH","type":"healthcare","lineage":["https://openalex.org/I2802209374"]}],"countries":["TH","US"],"is_corresponding":false,"raw_author_name":"Chuthaporn Surawech","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand","Department of Radiology, Division of Diagnostic Radiology, King Chulalongkorn Memorial Hospital, Bangkok, Thailand"],"raw_orcid":"https://orcid.org/0000-0002-3596-2248","affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"Department of Radiology, Faculty of Medicine, Chulalongkorn University, Bangkok, Thailand","institution_ids":["https://openalex.org/I158708052"]},{"raw_affiliation_string":"Department of Radiology, Division of Diagnostic Radiology, King Chulalongkorn Memorial Hospital, Bangkok, Thailand","institution_ids":["https://openalex.org/I2802209374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058617146","display_name":"Steven S. Raman","orcid":"https://orcid.org/0000-0003-0499-1676"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven S. Raman","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078276127","display_name":"Kai Zhao","orcid":"https://orcid.org/0000-0002-2496-0829"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kai Zhao","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064950342","display_name":"Holden H. Wu","orcid":"https://orcid.org/0000-0002-2585-5916"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Holden H. Wu","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-2585-5916","affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059053660","display_name":"Kyunghyun Sung","orcid":"https://orcid.org/0000-0003-4175-5322"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kyunghyun Sung","raw_affiliation_strings":["Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA"],"raw_orcid":"https://orcid.org/0000-0003-4175-5322","affiliations":[{"raw_affiliation_string":"Department of Radiological Sciences, University of California at Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":3,"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":1.7107,"has_fulltext":true,"cited_by_count":16,"citation_normalized_percentile":{"value":0.8679705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"11","issue":null,"first_page":"95022","last_page":"95036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9995999932289124,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9973000288009644,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9965000152587891,"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/transformation","display_name":"Transformation (genetics)","score":0.6095191836357117},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5464493036270142},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5444300770759583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4614518880844116},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.45679664611816406},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.41721445322036743},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37615105509757996},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3319486975669861},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.3243173360824585}],"concepts":[{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.6095191836357117},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5464493036270142},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5444300770759583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4614518880844116},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.45679664611816406},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.41721445322036743},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37615105509757996},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3319486975669861},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.3243173360824585},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/access.2023.3307577","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3307577","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10226181.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":"pmid:37711392","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37711392","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE access : practical innovations, open solutions","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:10501177","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10501177","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10501177/pdf/nihms-1930229.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"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":"IEEE Access","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:89a5bf7b5a0a481288303f3dab45ede7","is_oa":true,"landing_page_url":"https://doaj.org/article/89a5bf7b5a0a481288303f3dab45ede7","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 95022-95036 (2023)","raw_type":"article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt3mz6b2ss","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/3mz6b2ss","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2023.3307577","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2023.3307577","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10226181.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/G1513436509","display_name":null,"funder_award_id":"R01-CA248506","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4294698559","display_name":null,"funder_award_id":"R01 CA248506","funder_id":"https://openalex.org/F4320337351","funder_display_name":"National Cancer Institute"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"},{"id":"https://openalex.org/F4320337351","display_name":"National Cancer Institute","ror":"https://ror.org/040gcmg81"},{"id":"https://openalex.org/F4320337666","display_name":"David Geffen School of Medicine, University of California, Los Angeles","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4386065495.pdf","grobid_xml":"https://content.openalex.org/works/W4386065495.grobid-xml"},"referenced_works_count":68,"referenced_works":["https://openalex.org/W1543369640","https://openalex.org/W1901129140","https://openalex.org/W1966976587","https://openalex.org/W1984897338","https://openalex.org/W1985806826","https://openalex.org/W2039555200","https://openalex.org/W2052288235","https://openalex.org/W2052483102","https://openalex.org/W2088909704","https://openalex.org/W2124964692","https://openalex.org/W2127777194","https://openalex.org/W2133016346","https://openalex.org/W2135264048","https://openalex.org/W2146001229","https://openalex.org/W2162606640","https://openalex.org/W2166966312","https://openalex.org/W2167944645","https://openalex.org/W2170608748","https://openalex.org/W2331128040","https://openalex.org/W2709402577","https://openalex.org/W2763115962","https://openalex.org/W2774320778","https://openalex.org/W2782223840","https://openalex.org/W2782945719","https://openalex.org/W2794977498","https://openalex.org/W2807184855","https://openalex.org/W2808495892","https://openalex.org/W2884805522","https://openalex.org/W2887695188","https://openalex.org/W2895259418","https://openalex.org/W2912528488","https://openalex.org/W2929362235","https://openalex.org/W2961376237","https://openalex.org/W2963470893","https://openalex.org/W2964297772","https://openalex.org/W2966737464","https://openalex.org/W2972703033","https://openalex.org/W2977739463","https://openalex.org/W2989249732","https://openalex.org/W2990083750","https://openalex.org/W3009439636","https://openalex.org/W3012570989","https://openalex.org/W3015686011","https://openalex.org/W3020887200","https://openalex.org/W3039236647","https://openalex.org/W3092399255","https://openalex.org/W3098848838","https://openalex.org/W3101204238","https://openalex.org/W3102018640","https://openalex.org/W3105352478","https://openalex.org/W3105636987","https://openalex.org/W3106101698","https://openalex.org/W3123817138","https://openalex.org/W3124561108","https://openalex.org/W3162769666","https://openalex.org/W3166971825","https://openalex.org/W3182600368","https://openalex.org/W3190218712","https://openalex.org/W3197956327","https://openalex.org/W4294214983","https://openalex.org/W4295521014","https://openalex.org/W4301206121","https://openalex.org/W6639824700","https://openalex.org/W6678856934","https://openalex.org/W6735913928","https://openalex.org/W6765779288","https://openalex.org/W6774678988","https://openalex.org/W6785808210"],"related_works":["https://openalex.org/W2362774332","https://openalex.org/W4249245269","https://openalex.org/W2765548132","https://openalex.org/W2025681766","https://openalex.org/W2542402767","https://openalex.org/W3023086044","https://openalex.org/W2294441925","https://openalex.org/W2142226356","https://openalex.org/W3210000161","https://openalex.org/W3103111272"],"abstract_inverted_index":{"High-resolution":[0],"magnetic":[1],"resonance":[2],"imaging":[3,35,78],"(MRI)":[4],"sequences,":[5],"such":[6],"as":[7],"3D":[8,195,215],"turbo":[9],"or":[10],"fast":[11],"spin-echo":[12],"(TSE/FSE)":[13],"imaging,":[14],"are":[15,73],"clinically":[16,48],"desirable":[17],"but":[18,45],"suffer":[19],"from":[20,177],"long":[21],"scanning":[22],"time-related":[23],"blurring":[24],"when":[25],"reformatted":[26],"into":[27],"preferred":[28],"orientations.":[29],"Instead,":[30],"multi-slice":[31,107],"two-dimensional":[32],"(2D)":[33],"TSE":[34,71,109],"is":[36,46],"commonly":[37],"used":[38],"because":[39],"of":[40,106,202,209,225],"its":[41],"high":[42],"in-plane":[43],"resolution":[44,52],"limited":[47],"by":[49,117,165,182],"poor":[50],"through-plane":[51,103,141],"due":[53,64],"to":[54,60,65,151,157,214],"elongated":[55],"voxels":[56],"and":[57,126,161,206,227,234],"the":[58,81,127,132,162,172,190,199,203,207,210,222],"inability":[59],"generate":[61],"multi-planar":[62],"reformations":[63],"staircase":[66],"artifacts.":[67],"Therefore,":[68],"multiple":[69],"2D":[70,108],"scans":[72],"acquired":[74],"in":[75],"various":[76],"orthogonal":[77],"planes,":[79],"increasing":[80],"overall":[82,174],"MRI":[83],"scan":[84],"time.":[85],"In":[86],"this":[87],"study,":[88],"we":[89],"propose":[90],"a":[91],"novel":[92],"slice-profile":[93,123,148],"transformation":[94],"super-resolution":[95,104],"(SPTSR)":[96],"framework":[97,170],"with":[98],"deep":[99,112],"generative":[100,113],"learning":[101],"for":[102,139],"(SR)":[105],"imaging.":[110],"The":[111,143,186],"networks":[114,129,163,229],"were":[115,219],"trained":[116,128,164],"synthesized":[118],"low-resolution":[119],"training":[120,231],"input":[121,138],"via":[122],"downsampling":[124],"(SP-DS),":[125],"inferred":[130],"on":[131,221],"slice":[133,236],"profile":[134],"convolved":[135],"(SP-conv)":[136],"testing":[137,179],"5.5x":[140],"SR.":[142],"network":[144],"output":[145],"was":[146],"further":[147],"deconvolved":[149],"(SP-deconv)":[150],"achieve":[152],"an":[153],"isotropic":[154],"super-resolution.":[155],"Compared":[156],"SMORE":[158],"SR":[159],"method":[160],"conventional":[166],"downsampling,":[167],"our":[168],"SPTSR":[169,205],"demonstrated":[171],"best":[173],"image":[175],"quality":[176],"50":[178],"cases,":[180],"evaluated":[181],"two":[183],"abdominal":[184],"radiologists.":[185],"quantitative":[187,200],"analysis":[188],"cross-validated":[189],"expert":[191],"reader":[192],"study":[193],"results.":[194],"simulation":[196],"experiments":[197],"confirmed":[198],"improvement":[201],"proposed":[204],"effectiveness":[208],"SP-deconv":[211],"step,":[212],"compared":[213],"ground-truths.":[216],"Ablation":[217],"studies":[218],"conducted":[220],"individual":[223],"contributions":[224],"SP-DS":[226],"SP-conv,":[228],"structure,":[230],"dataset":[232],"size,":[233],"different":[235],"profiles.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2026-07-05T07:55:05.734416","created_date":"2025-10-10T00:00:00"}
