{"id":"https://openalex.org/W4405023165","doi":"https://doi.org/10.1109/access.2024.3511384","title":"Analyzing Data Incompleteness for MRI Data for Quality Enhancement","display_name":"Analyzing Data Incompleteness for MRI Data for Quality Enhancement","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405023165","doi":"https://doi.org/10.1109/access.2024.3511384"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3511384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3511384","pdf_url":null,"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"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3511384","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Sanjay Shanbhag","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sanjay Shanbhag","raw_affiliation_strings":["Department of Computer Science, University of Central Florida, Orlando, FL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103806093","display_name":"S. Sivanaga Raju","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Supreetha Raju","raw_affiliation_strings":["Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102810707","display_name":"Varadraj P. Gurupur","orcid":"https://orcid.org/0000-0003-1596-9298"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Varadraj P. Gurupur","raw_affiliation_strings":["Center for Decision Support Systems and Informatics, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-1596-9298","affiliations":[{"raw_affiliation_string":"Center for Decision Support Systems and Informatics, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085977948","display_name":"S. Sowmya Kamath","orcid":"https://orcid.org/0000-0002-0888-7238"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Sowmya Kamath","raw_affiliation_strings":["Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India"],"raw_orcid":"https://orcid.org/0000-0002-0888-7238","affiliations":[{"raw_affiliation_string":"Department of Information Technology, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004217470","display_name":"Kandala N. V. P. S. Rajesh","orcid":"https://orcid.org/0000-0003-3751-0453"},"institutions":[{"id":"https://openalex.org/I4210131147","display_name":"SRM University","ror":"https://ror.org/037skf023","country_code":"IN","type":"education","lineage":["https://openalex.org/I145286018","https://openalex.org/I4210131147"]},{"id":"https://openalex.org/I4401726783","display_name":"VIT-AP University","ror":"https://ror.org/007v4hf75","country_code":null,"type":"education","lineage":["https://openalex.org/I4401726783"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajesh N. V. P. S. Kandala","raw_affiliation_strings":["School of Electronics Engineering, VIT-AP University, Amaravati, Andhra Pradesh, India"],"raw_orcid":"https://orcid.org/0000-0003-3751-0453","affiliations":[{"raw_affiliation_string":"School of Electronics Engineering, VIT-AP University, Amaravati, Andhra Pradesh, India","institution_ids":["https://openalex.org/I4210131147","https://openalex.org/I4401726783"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5095853277","display_name":"Elizabeth Trader","orcid":"https://orcid.org/0000-0003-4344-1837"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Elizabeth A. Trader","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0003-4344-1837","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089651751","display_name":"Shyam Lal","orcid":"https://orcid.org/0000-0002-4355-6354"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Shyam Lal","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Karnataka, Surathkal, India"],"raw_orcid":"https://orcid.org/0000-0002-4355-6354","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Karnataka, Surathkal, India","institution_ids":["https://openalex.org/I11880225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37970423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"183542","last_page":"183554"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9940000176429749,"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":0.9940000176429749,"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/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9919000267982483,"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":0.9872000217437744,"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":0.6341252326965332},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.5396426320075989},{"id":"https://openalex.org/keywords/image-enhancement","display_name":"Image enhancement","score":0.46485885977745056},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4643540680408478},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4312618374824524},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.279228150844574}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6341252326965332},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.5396426320075989},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.46485885977745056},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4643540680408478},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4312618374824524},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.279228150844574},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3511384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3511384","pdf_url":null,"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":"pmh:oai:doaj.org/article:f4bf97e8cd0a4afc9b57407451fcb67e","is_oa":true,"landing_page_url":"https://doaj.org/article/f4bf97e8cd0a4afc9b57407451fcb67e","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 12, Pp 183542-183554 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3511384","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3511384","pdf_url":null,"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":[{"score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1673094508","https://openalex.org/W1877442485","https://openalex.org/W2028762251","https://openalex.org/W2498235301","https://openalex.org/W2792382464","https://openalex.org/W2808043578","https://openalex.org/W2941219400","https://openalex.org/W2950533208","https://openalex.org/W2962734274","https://openalex.org/W3105799380","https://openalex.org/W3113909970","https://openalex.org/W3136570638","https://openalex.org/W4224315177","https://openalex.org/W4367360709","https://openalex.org/W4367853078","https://openalex.org/W4378471531","https://openalex.org/W4381302911","https://openalex.org/W4382765967","https://openalex.org/W4386362737","https://openalex.org/W4387623857","https://openalex.org/W4390993572","https://openalex.org/W6756509325","https://openalex.org/W6757227338","https://openalex.org/W6786900499"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2135768893","https://openalex.org/W3021414116","https://openalex.org/W176219849"],"abstract_inverted_index":{"Magnetic":[0],"resonance":[1],"imaging":[2,8,30],"(MRI)":[3],"is":[4],"a":[5],"powerful":[6],"medical":[7],"technique":[9],"widely":[10],"used":[11],"for":[12,102,109],"diagnosing":[13],"various":[14,43],"conditions":[15],"because":[16],"it":[17],"provides":[18],"detailed":[19],"images":[20,33],"of":[21,82],"internal":[22],"structures":[23],"within":[24],"the":[25,80],"body.":[26],"However,":[27],"like":[28],"any":[29],"modality,":[31],"MRI":[32,64,125],"can":[34],"be":[35],"susceptible":[36],"to":[37,78,123],"artifacts":[38,58,86],"that":[39],"may":[40],"arise":[41],"from":[42],"sources,":[44],"including":[45,98],"hardware":[46],"imperfections,":[47],"patient":[48,136],"motion,":[49],"and":[50,55,67,84,105,116,129,135],"image":[51,95],"acquisition":[52],"techniques.":[53],"Detecting":[54],"mitigating":[56],"these":[57,118],"are":[59],"crucial":[60],"steps":[61],"in":[62,87],"ensuring":[63],"scans\u2019":[65],"reliability":[66],"clinical":[68],"utility.":[69],"In":[70],"this":[71],"paper,":[72],"we":[73],"present":[74],"algorithms":[75,101,121],"specifically":[76],"designed":[77],"address":[79],"challenges":[81],"undersampling":[83,103],"motion":[85,110],"MR":[88],"images.":[89],"Our":[90],"approach":[91],"involves":[92],"leveraging":[93],"advanced":[94],"processing":[96],"techniques,":[97],"line":[99],"detection":[100,104],"blur":[106],"parameter":[107],"estimation":[108],"artifact":[111],"analysis.":[112],"By":[113],"accurately":[114],"identifying":[115],"quantifying":[117],"artifacts,":[119],"our":[120],"aim":[122],"improve":[124],"data\u2019s":[126],"overall":[127],"quality":[128],"completeness,":[130],"ultimately":[131],"enhancing":[132],"diagnostic":[133],"accuracy":[134],"care.":[137]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
