{"id":"https://openalex.org/W4402917126","doi":"https://doi.org/10.1109/icip51287.2024.10647348","title":"A Cross Domain Generative Network for Accelerated MRI","display_name":"A Cross Domain Generative Network for Accelerated MRI","publication_year":2024,"publication_date":"2024-09-27","ids":{"openalex":"https://openalex.org/W4402917126","doi":"https://doi.org/10.1109/icip51287.2024.10647348"},"language":"en","primary_location":{"id":"doi:10.1109/icip51287.2024.10647348","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip51287.2024.10647348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5066158538","display_name":"Vazim Ibrahim","orcid":"https://orcid.org/0000-0002-9557-8758"},"institutions":[{"id":"https://openalex.org/I20497027","display_name":"Cochin University of Science and Technology","ror":"https://ror.org/00a4kqq17","country_code":"IN","type":"education","lineage":["https://openalex.org/I20497027"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vazim Ibrahim","raw_affiliation_strings":["Cochin University of Science and Technology,Ernakulam,Kerala,India,682022"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Cochin University of Science and Technology,Ernakulam,Kerala,India,682022","institution_ids":["https://openalex.org/I20497027"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033569193","display_name":"Joseph Suresh Paul","orcid":"https://orcid.org/0000-0002-2896-6072"},"institutions":[{"id":"https://openalex.org/I68695296","display_name":"Indian Institute of Information Technology and Management, Kerala","ror":"https://ror.org/02w9cdh50","country_code":"IN","type":"education","lineage":["https://openalex.org/I68695296"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Joseph Suresh Paul","raw_affiliation_strings":["Indian Institute of Information Technology and Management-Kerala,Trivandrum,Kerala,India,695581"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Information Technology and Management-Kerala,Trivandrum,Kerala,India,695581","institution_ids":["https://openalex.org/I68695296"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.14474366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"27","issue":null,"first_page":"2865","last_page":"2870"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9609000086784363,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9609000086784363,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10378","display_name":"Advanced MRI Techniques and Applications","score":0.9340999722480774,"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9261000156402588,"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/computer-science","display_name":"Computer science","score":0.6672268509864807},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6209096312522888},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.571366548538208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3287179470062256},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07805699110031128}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6672268509864807},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6209096312522888},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.571366548538208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3287179470062256},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07805699110031128},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icip51287.2024.10647348","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icip51287.2024.10647348","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2029816571","https://openalex.org/W2593414223","https://openalex.org/W2778924750","https://openalex.org/W2780544323","https://openalex.org/W2791621240","https://openalex.org/W2795380527","https://openalex.org/W2950936580","https://openalex.org/W2963729050","https://openalex.org/W2972061446","https://openalex.org/W2976922789","https://openalex.org/W2983469640","https://openalex.org/W3000998666","https://openalex.org/W3034514764","https://openalex.org/W3119085955","https://openalex.org/W3166971825","https://openalex.org/W3197793436","https://openalex.org/W3207918547","https://openalex.org/W4221004703","https://openalex.org/W4304080867","https://openalex.org/W6754730538"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2380075625","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278"],"abstract_inverted_index":{"Compressed":[0],"sensing":[1],"(CS)":[2],"is":[3,45],"a":[4,46,79,107],"method":[5],"for":[6,53],"accelerating":[7],"MRI":[8],"acquisition":[9],"by":[10],"acquiring":[11],"less":[12],"data":[13,36,60,65],"through":[14,97],"undersampling":[15],"of":[16,58,110,128],"Fourier":[17],"space":[18],"(k-space).":[19],"Existing":[20],"deep":[21],"learning-based":[22],"CSMRI":[23],"methods":[24],"are":[25],"commonly":[26],"concerned":[27],"with":[28,33,106],"optimizing":[29],"datadriven":[30],"network":[31,122],"models":[32],"input":[34],"undersampled":[35],"points":[37,66],"and":[38,61,125],"an":[39,55,94],"efficient":[40],"learning":[41,47,54],"framework.":[42],"Generative":[43,80,88],"modelling":[44],"framework":[48],"employed":[49],"in":[50],"different":[51],"applications":[52],"abstract":[56],"distribution":[57],"observed":[59],"thereby":[62],"generating":[63],"new":[64],"similar":[67],"to":[68,101,140],"the":[69,75,103,116,120,132],"true":[70],"features.":[71],"In":[72],"this":[73],"regard,":[74],"current":[76],"work":[77],"proposes":[78],"Adversarial":[81,89],"Network":[82,90],"(GAN)":[83],"based":[84],"Cross":[85],"Domain":[86],"Extrapolation":[87],"(CdE-GAN)":[91],"that":[92,119],"incorporates":[93],"extrapolation":[95,121],"mechanism":[96],"decoder-type":[98],"architectural":[99],"design":[100],"represent":[102],"fine":[104],"details":[105],"large":[108],"set":[109],"pixels.":[111],"The":[112],"results":[113],"obtained":[114],"from":[115],"experiments":[117],"show":[118],"enables":[123],"robust":[124],"accurate":[126],"estimation":[127],"missing":[129],"frequencies,":[130],"alleviating":[131],"structural":[133],"artifacts":[134],"at":[135],"higher":[136],"acceleration/downsampling":[137],"factors":[138],"compared":[139],"state-of-the-art":[141],"methods.":[142]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}