{"id":"https://openalex.org/W4392982237","doi":"https://doi.org/10.1109/icaiic60209.2024.10463282","title":"FTT: Fourier Transform Based Transformer for Brain CT Report Generation","display_name":"FTT: Fourier Transform Based Transformer for Brain CT Report Generation","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392982237","doi":"https://doi.org/10.1109/icaiic60209.2024.10463282"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5100412986","display_name":"Jieun Kim","orcid":"https://orcid.org/0000-0002-2512-0645"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jieun Kim","raw_affiliation_strings":["Graduate School of Information, Yonsei University,Seoul,Republic of Korea","Graduate School of Information, Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Yonsei University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Graduate School of Information, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034945169","display_name":"Byeong\u2010Su Kim","orcid":"https://orcid.org/0000-0002-6419-3054"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byeong Su Kim","raw_affiliation_strings":["Yonsei University,Dept. of Artificial Intelligence,Seoul,Republic of Korea","Dept. of Artificial Intelligence, Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University,Dept. of Artificial Intelligence,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Dept. of Artificial Intelligence, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104261553","display_name":"Insung Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Insung Choi","raw_affiliation_strings":["Yonsei University,Dept. of Integrative Medicine,Seoul,Republic of Korea","Dept. of Integrative Medicine, Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Yonsei University,Dept. of Integrative Medicine,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Dept. of Integrative Medicine, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102430925","display_name":"Zepa Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I2799980853","display_name":"Korea University Medical Center","ror":"https://ror.org/02cs2sd33","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I197347611","https://openalex.org/I2799980853"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Zepa Yang","raw_affiliation_strings":["Korea University,Guro Hospital Biomedical Research Center,Seoul,Republic of Korea","Guro Hospital Biomedical Research Center, Korea University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Korea University,Guro Hospital Biomedical Research Center,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I2799980853"]},{"raw_affiliation_string":"Guro Hospital Biomedical Research Center, Korea University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I2799980853"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067151609","display_name":"Beakcheol Jang","orcid":"https://orcid.org/0000-0002-3911-5935"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Beakcheol Jang","raw_affiliation_strings":["Graduate School of Information, Yonsei University,Seoul,Republic of Korea","Graduate School of Information, Yonsei University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Graduate School of Information, Yonsei University,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I193775966"]},{"raw_affiliation_string":"Graduate School of Information, Yonsei University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100412986"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":null,"apc_paid":null,"fwci":0.3637,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.61824006,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"617","last_page":"621"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10028","display_name":"Topic Modeling","score":0.9772999882698059,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9337000250816345,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/transformer","display_name":"Transformer","score":0.5687437653541565},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.4904119670391083},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4886317849159241},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3324090242385864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2224051058292389},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.20735293626785278},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13996663689613342},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.1159757673740387},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.09880098700523376}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5687437653541565},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.4904119670391083},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4886317849159241},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3324090242385864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2224051058292389},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.20735293626785278},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13996663689613342},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.1159757673740387},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.09880098700523376}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463282","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463282","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1895577753","https://openalex.org/W2130942839","https://openalex.org/W2147740017","https://openalex.org/W2176263492","https://openalex.org/W2302086703","https://openalex.org/W2803411968","https://openalex.org/W2963037989","https://openalex.org/W3094502228","https://openalex.org/W4212846044","https://openalex.org/W4293479414","https://openalex.org/W4297804809","https://openalex.org/W4310266197","https://openalex.org/W4318718936","https://openalex.org/W4380551889","https://openalex.org/W4385245566","https://openalex.org/W4386076127","https://openalex.org/W6679436768","https://openalex.org/W6685322675","https://openalex.org/W6751711410","https://openalex.org/W6767087901","https://openalex.org/W6847275492","https://openalex.org/W6849177959","https://openalex.org/W6853310131"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4246450666","https://openalex.org/W4388998267","https://openalex.org/W2898370298","https://openalex.org/W2137437058","https://openalex.org/W4390401159","https://openalex.org/W2744391499","https://openalex.org/W4230250635","https://openalex.org/W3041790586","https://openalex.org/W2018879842"],"abstract_inverted_index":{"The":[0],"interpretation":[1],"of":[2,13,56,69,93,101],"Brain":[3],"Computed":[4],"Tomography":[5],"(CT)":[6],"scans":[7],"predominantly":[8],"falls":[9],"under":[10],"the":[11,18,36,53,67,98],"purview":[12],"specialized":[14],"radiologists.":[15],"However,":[16],"given":[17],"challenges":[19],"associated":[20],"with":[21,75,119],"excessive":[22],"workloads,":[23],"human":[24],"resource":[25],"limitations,":[26],"urgency":[27],"in":[28,33],"emergency":[29],"scenarios,":[30],"and":[31,134],"inconsistencies":[32],"outsourced":[34],"inter-pretations,":[35],"margin":[37],"for":[38],"diagnostic":[39,59],"errors":[40],"is":[41,73],"substantial.":[42],"To":[43,103],"ameliorate":[44],"this":[45,107],"issue,":[46],"burgeoning":[47],"research":[48],"has":[49],"been":[50],"directed":[51],"towards":[52],"automatic":[54],"synthesis":[55],"various":[57],"medical":[58,70],"reports.":[60],"Contrary":[61],"to":[62,81,86,140],"conventional":[63],"image":[64,142],"captioning":[65],"tasks,":[66],"domain":[68],"report":[71],"generation":[72],"fraught":[74],"inherent":[76],"biases,":[77],"making":[78],"it":[79],"arduous":[80],"accurately":[82],"extract":[83],"features":[84],"pertinent":[85],"specific":[87],"pathological":[88],"lesions.":[89],"Moreover,":[90],"redundant":[91],"descriptions":[92],"normative":[94],"areas":[95],"further":[96],"impede":[97],"precise":[99],"delineation":[100],"anomalies.":[102],"address":[104],"these":[105],"challenges,":[106],"paper":[108],"introduces":[109],"a":[110],"novel":[111],"transformer":[112],"architecture":[113],"that":[114,126],"synergizes":[115],"lesion":[116],"detection":[117],"algorithms":[118],"Fourier":[120],"Transform":[121],"techniques.":[122],"Experimental":[123],"results":[124],"indicate":[125],"our":[127],"proposed":[128],"model":[129],"outperforms":[130],"existing":[131],"combined-embedding":[132],"models":[133],"exhibits":[135],"enhanced":[136],"performance":[137],"when":[138],"applied":[139],"Fourier-transformed":[141],"data.":[143]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
