{"id":"https://openalex.org/W4401750181","doi":"https://doi.org/10.1109/isbi56570.2024.10635737","title":"Low-Resolution Chest X-Ray Classification Via Knowledge Distillation and Multi-Task Learning","display_name":"Low-Resolution Chest X-Ray Classification Via Knowledge Distillation and Multi-Task Learning","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4401750181","doi":"https://doi.org/10.1109/isbi56570.2024.10635737"},"language":"en","primary_location":{"id":"doi:10.1109/isbi56570.2024.10635737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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/A5034022718","display_name":"Yasmeena Akhter","orcid":"https://orcid.org/0000-0001-9524-9463"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Yasmeena Akhter","raw_affiliation_strings":["IIT,Jodhpur,India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110852852","display_name":"Rishabh Ranjan","orcid":null},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rishabh Ranjan","raw_affiliation_strings":["IIT,Jodhpur,India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115594174","display_name":"Richa Singh","orcid":"https://orcid.org/0009-0002-9224-4899"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Richa Singh","raw_affiliation_strings":["IIT,Jodhpur,India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050521702","display_name":"Mayank Vatsa","orcid":"https://orcid.org/0000-0001-5952-2274"},"institutions":[{"id":"https://openalex.org/I154549908","display_name":"Indian Institute of Technology Jodhpur","ror":"https://ror.org/03yacj906","country_code":"IN","type":"education","lineage":["https://openalex.org/I154549908"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mayank Vatsa","raw_affiliation_strings":["IIT,Jodhpur,India"],"affiliations":[{"raw_affiliation_string":"IIT,Jodhpur,India","institution_ids":["https://openalex.org/I154549908"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5034022718"],"corresponding_institution_ids":["https://openalex.org/I154549908"],"apc_list":null,"apc_paid":null,"fwci":0.8614,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.74604278,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9947999715805054,"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/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9947999715805054,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.9879000186920166,"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/T11993","display_name":"Atomic and Subatomic Physics Research","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/3107","display_name":"Atomic and Molecular Physics, and Optics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.71323561668396},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6204891204833984},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.6168842315673828},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.5253100991249084},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4456501603126526},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34381991624832153},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.13417893648147583},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.10898521542549133},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0708371102809906},{"id":"https://openalex.org/keywords/chromatography","display_name":"Chromatography","score":0.058533549308776855}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71323561668396},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6204891204833984},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.6168842315673828},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.5253100991249084},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4456501603126526},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34381991624832153},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.13417893648147583},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.10898521542549133},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0708371102809906},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.058533549308776855}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isbi56570.2024.10635737","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isbi56570.2024.10635737","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Biomedical Imaging (ISBI)","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":28,"referenced_works":["https://openalex.org/W1690739335","https://openalex.org/W1821462560","https://openalex.org/W2108598243","https://openalex.org/W2561238782","https://openalex.org/W2739879705","https://openalex.org/W2954901156","https://openalex.org/W2962858109","https://openalex.org/W2982350022","https://openalex.org/W2997006708","https://openalex.org/W3002669799","https://openalex.org/W3035163969","https://openalex.org/W3082947597","https://openalex.org/W3114566572","https://openalex.org/W3123686843","https://openalex.org/W3163519726","https://openalex.org/W3177378457","https://openalex.org/W3201867151","https://openalex.org/W4283805541","https://openalex.org/W4294975107","https://openalex.org/W4362671245","https://openalex.org/W4367721794","https://openalex.org/W4379514193","https://openalex.org/W4385567805","https://openalex.org/W6637551013","https://openalex.org/W6638523607","https://openalex.org/W6765492279","https://openalex.org/W6788135285","https://openalex.org/W6842607031"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"This":[0,72],"research":[1],"addresses":[2],"the":[3,65,75,92,124,133,150],"challenges":[4],"of":[5,78,95],"diagnosing":[6],"chest":[7],"X-rays":[8],"(CXRs)":[9],"at":[10],"low":[11],"resolutions,":[12],"a":[13,113,129,146],"common":[14],"limitation":[15],"in":[16,43,112,132],"resource-constrained":[17],"healthcare":[18],"settings.":[19],"High-resolution":[20],"CXR":[21,119,126],"imaging":[22,155],"is":[23],"crucial":[24],"for":[25,41,117],"identifying":[26],"small":[27],"but":[28],"critical":[29,84,147],"anomalies,":[30],"such":[31],"as":[32],"nodules":[33],"or":[34],"opacities.":[35],"However,":[36],"when":[37],"images":[38,89,140],"are":[39,54],"downsized":[40],"processing":[42],"Computer-Aided":[44],"Diagnosis":[45],"(CAD)":[46],"systems,":[47],"vital":[48],"spatial":[49],"details":[50],"and":[51],"receptive":[52],"fields":[53],"lost,":[55],"hampering":[56],"diagnosis":[57],"accuracy.":[58],"To":[59],"address":[60],"this,":[61],"this":[62],"paper":[63],"presents":[64],"Multilevel":[66],"Collaborative":[67],"Attention":[68],"Knowledge":[69],"(MLCAK)":[70],"method.":[71],"approach":[73],"leverages":[74],"self-attention":[76],"mechanism":[77],"Vision":[79],"Transformers":[80],"(ViT)":[81],"to":[82,90,103,135],"transfer":[83],"diagnostic":[85,93],"knowledge":[86],"from":[87,138,149],"high-resolution":[88,154],"enhance":[91],"efficacy":[94],"low-resolution":[96,118,139],"CXRs.":[97],"MLCAK":[98],"incorporates":[99],"local":[100],"pathological":[101],"findings":[102],"boost":[104],"model":[105],"explainability,":[106],"enabling":[107],"more":[108],"accurate":[109],"global":[110],"predictions":[111],"multi-task":[114],"framework":[115],"tailored":[116],"analysis.":[120],"Our":[121],"research,":[122],"utilizing":[123],"Vindr":[125],"dataset,":[127],"shows":[128],"considerable":[130],"enhancement":[131],"ability":[134],"diagnose":[136],"diseases":[137],"(e.g.":[141,156],"28":[142],"\u00d7":[143,158],"28),":[144],"suggesting":[145],"transition":[148],"traditional":[151],"reliance":[152],"on":[153],"224":[157],"224).":[159]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-21T23:12:01.093139","created_date":"2025-10-10T00:00:00"}