{"id":"https://openalex.org/W4394760858","doi":"https://doi.org/10.1007/s11517-024-03066-3","title":"Lung pneumonia severity scoring in chest X-ray images using transformers","display_name":"Lung pneumonia severity scoring in chest X-ray images using transformers","publication_year":2024,"publication_date":"2024-04-09","ids":{"openalex":"https://openalex.org/W4394760858","doi":"https://doi.org/10.1007/s11517-024-03066-3","pmid":"https://pubmed.ncbi.nlm.nih.gov/38589723"},"language":"en","primary_location":{"id":"doi:10.1007/s11517-024-03066-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-024-03066-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03066-3.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03066-3.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001818509","display_name":"Bouthaina Slika","orcid":"https://orcid.org/0009-0003-4939-2367"},"institutions":[{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]},{"id":"https://openalex.org/I4210104393","display_name":"International University of Beirut","ror":"https://ror.org/01fjkp854","country_code":"LB","type":"education","lineage":["https://openalex.org/I4210104393"]},{"id":"https://openalex.org/I911468752","display_name":"Lebanese International University","ror":"https://ror.org/034agrd14","country_code":"LB","type":"education","lineage":["https://openalex.org/I911468752"]}],"countries":["ES","LB"],"is_corresponding":false,"raw_author_name":"Bouthaina Slika","raw_affiliation_strings":["Beirut International University, Beirut, Lebanon","Lebanese International University, Beirut, Lebanon","University of the Basque Country UPV/EHU, San Sebastian, Spain"],"raw_orcid":"https://orcid.org/0009-0003-4939-2367","affiliations":[{"raw_affiliation_string":"Beirut International University, Beirut, Lebanon","institution_ids":["https://openalex.org/I4210104393"]},{"raw_affiliation_string":"Lebanese International University, Beirut, Lebanon","institution_ids":["https://openalex.org/I911468752"]},{"raw_affiliation_string":"University of the Basque Country UPV/EHU, San Sebastian, Spain","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081042741","display_name":"Fadi Dornaika","orcid":"https://orcid.org/0000-0001-6581-9680"},"institutions":[{"id":"https://openalex.org/I110594554","display_name":"Ikerbasque","ror":"https://ror.org/01cc3fy72","country_code":"ES","type":"other","lineage":["https://openalex.org/I110594554"]},{"id":"https://openalex.org/I169108374","display_name":"University of the Basque Country","ror":"https://ror.org/000xsnr85","country_code":"ES","type":"education","lineage":["https://openalex.org/I169108374"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Fadi Dornaika","raw_affiliation_strings":["IKERBASQUE, Basque Foundation for Science, Bilbao, Spain. fadi.dornaika@ehu.eus","University of the Basque Country UPV/EHU, San Sebastian, Spain. fadi.dornaika@ehu.eus"],"raw_orcid":"https://orcid.org/0000-0001-6581-9680","affiliations":[{"raw_affiliation_string":"IKERBASQUE, Basque Foundation for Science, Bilbao, Spain. fadi.dornaika@ehu.eus","institution_ids":["https://openalex.org/I110594554"]},{"raw_affiliation_string":"University of the Basque Country UPV/EHU, San Sebastian, Spain. fadi.dornaika@ehu.eus","institution_ids":["https://openalex.org/I169108374"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031384139","display_name":"Hamid Merdji","orcid":"https://orcid.org/0000-0002-4670-1596"},"institutions":[{"id":"https://openalex.org/I154526488","display_name":"Inserm","ror":"https://ror.org/02vjkv261","country_code":"FR","type":"government","lineage":["https://openalex.org/I154526488"]},{"id":"https://openalex.org/I4210087124","display_name":"Regenerative NanoMedicine","ror":"https://ror.org/0032jvj22","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I4210087124","https://openalex.org/I4210131451","https://openalex.org/I4210139971","https://openalex.org/I68947357"]},{"id":"https://openalex.org/I4210163538","display_name":"H\u00f4pital Civil, Strasbourg","ror":"https://ror.org/05fkq4848","country_code":"FR","type":"healthcare","lineage":["https://openalex.org/I4210145324","https://openalex.org/I4210163538"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hamid Merdji","raw_affiliation_strings":["H\u00f4pital Universitaire de Strasbourg, Strasbourg, France","INSERM, UMR 1260, Regenerative Nanomedicine (RNM), CRBS, University of Strasbourg, Strasbourg, France"],"raw_orcid":"https://orcid.org/0000-0002-4670-1596","affiliations":[{"raw_affiliation_string":"H\u00f4pital Universitaire de Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I4210163538"]},{"raw_affiliation_string":"INSERM, UMR 1260, Regenerative Nanomedicine (RNM), CRBS, University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I154526488","https://openalex.org/I4210087124"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051025413","display_name":"Karim Hammoudi","orcid":"https://orcid.org/0000-0002-4804-4796"},"institutions":[{"id":"https://openalex.org/I2800745255","display_name":"Universit\u00e9 de Haute-Alsace","ror":"https://ror.org/04k8k6n84","country_code":"FR","type":"education","lineage":["https://openalex.org/I2800745255"]},{"id":"https://openalex.org/I68947357","display_name":"Universit\u00e9 de Strasbourg","ror":"https://ror.org/00pg6eq24","country_code":"FR","type":"education","lineage":["https://openalex.org/I68947357"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Karim Hammoudi","raw_affiliation_strings":["University of Strasbourg, Strasbourg, France","Universit\u00e9 de Haute-Alsace IRIMAS, Mulhouse, France"],"raw_orcid":"https://orcid.org/0000-0002-4804-4796","affiliations":[{"raw_affiliation_string":"University of Strasbourg, Strasbourg, France","institution_ids":["https://openalex.org/I68947357"]},{"raw_affiliation_string":"Universit\u00e9 de Haute-Alsace IRIMAS, Mulhouse, France","institution_ids":["https://openalex.org/I2800745255"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5081042741"],"corresponding_institution_ids":["https://openalex.org/I110594554","https://openalex.org/I169108374"],"apc_list":{"value":3690,"currency":"USD","value_usd":3690},"apc_paid":{"value":3690,"currency":"USD","value_usd":3690},"fwci":4.5482,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.95441462,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"62","issue":"8","first_page":"2389","last_page":"2407"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9998999834060669,"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":0.9998999834060669,"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/T10038","display_name":"Tuberculosis Research and Epidemiology","score":0.9490000009536743,"subfield":{"id":"https://openalex.org/subfields/2725","display_name":"Infectious Diseases"},"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/T10654","display_name":"Pneumonia and Respiratory Infections","score":0.9490000009536743,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.7985280752182007},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6133683919906616},{"id":"https://openalex.org/keywords/chest-radiograph","display_name":"Chest radiograph","score":0.56465744972229},{"id":"https://openalex.org/keywords/adaptability","display_name":"Adaptability","score":0.4653495252132416},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45427215099334717},{"id":"https://openalex.org/keywords/lung","display_name":"Lung","score":0.4328388571739197},{"id":"https://openalex.org/keywords/mean-squared-error","display_name":"Mean squared error","score":0.4299114942550659},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42271339893341064},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4196207821369171},{"id":"https://openalex.org/keywords/radiography","display_name":"Radiography","score":0.3707723617553711},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35581228137016296},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32926011085510254},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.2733224034309387},{"id":"https://openalex.org/keywords/radiology","display_name":"Radiology","score":0.25169602036476135},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19208577275276184},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.14031299948692322},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11608704924583435}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.7985280752182007},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6133683919906616},{"id":"https://openalex.org/C2781137159","wikidata":"https://www.wikidata.org/wiki/Q1283318","display_name":"Chest radiograph","level":3,"score":0.56465744972229},{"id":"https://openalex.org/C177606310","wikidata":"https://www.wikidata.org/wiki/Q5674297","display_name":"Adaptability","level":2,"score":0.4653495252132416},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45427215099334717},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.4328388571739197},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.4299114942550659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42271339893341064},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4196207821369171},{"id":"https://openalex.org/C36454342","wikidata":"https://www.wikidata.org/wiki/Q245341","display_name":"Radiography","level":2,"score":0.3707723617553711},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35581228137016296},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32926011085510254},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.2733224034309387},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.25169602036476135},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19208577275276184},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.14031299948692322},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11608704924583435},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086382","descriptor_name":"COVID-19","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000086402","descriptor_name":"SARS-CoV-2","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D008168","descriptor_name":"Lung","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011014","descriptor_name":"Pneumonia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011014","descriptor_name":"Pneumonia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011014","descriptor_name":"Pneumonia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011014","descriptor_name":"Pneumonia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011014","descriptor_name":"Pneumonia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D011014","descriptor_name":"Pneumonia","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012720","descriptor_name":"Severity of Illness Index","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D013902","descriptor_name":"Radiography, Thoracic","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1007/s11517-024-03066-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-024-03066-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03066-3.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},{"id":"pmid:38589723","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38589723","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":"Medical & biological engineering & computing","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11289055","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11289055","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC11289055/pdf/11517_2024_Article_3066.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":"Med Biol Eng Comput","raw_type":"Text"},{"id":"pmh:oai:HAL:hal-05520288v1","is_oa":true,"landing_page_url":"https://univoak.hal.science/hal-05520288","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"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":"Medical and Biological Engineering and Computing, 2024, 62 (8), pp.2389 - 2407. ⟨10.1007/s11517-024-03066-3⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1007/s11517-024-03066-3","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11517-024-03066-3","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11517-024-03066-3.pdf","source":{"id":"https://openalex.org/S46300952","display_name":"Medical & Biological Engineering & Computing","issn_l":"0140-0118","issn":["0140-0118","1741-0444"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Medical & Biological Engineering & Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4668838594","display_name":null,"funder_award_id":"PID2021-126701OB-I00","funder_id":"https://openalex.org/F4320335598","funder_display_name":"Agencia Estatal de Investigaci\u00f3n"}],"funders":[{"id":"https://openalex.org/F4320335598","display_name":"Agencia Estatal de Investigaci\u00f3n","ror":null}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4394760858.pdf"},"referenced_works_count":70,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2097117768","https://openalex.org/W2194775991","https://openalex.org/W2531409750","https://openalex.org/W2746314669","https://openalex.org/W2765407302","https://openalex.org/W2794284562","https://openalex.org/W2889985731","https://openalex.org/W2968776390","https://openalex.org/W2972970563","https://openalex.org/W2992308087","https://openalex.org/W2997225633","https://openalex.org/W3000295996","https://openalex.org/W3001118548","https://openalex.org/W3004227146","https://openalex.org/W3006082171","https://openalex.org/W3006627382","https://openalex.org/W3007355693","https://openalex.org/W3007935259","https://openalex.org/W3008827533","https://openalex.org/W3013130152","https://openalex.org/W3013547516","https://openalex.org/W3014561994","https://openalex.org/W3014640306","https://openalex.org/W3014725478","https://openalex.org/W3015292413","https://openalex.org/W3017116151","https://openalex.org/W3021137017","https://openalex.org/W3023402713","https://openalex.org/W3023614822","https://openalex.org/W3024162587","https://openalex.org/W3024853795","https://openalex.org/W3025015013","https://openalex.org/W3039745624","https://openalex.org/W3041914065","https://openalex.org/W3042100171","https://openalex.org/W3045464882","https://openalex.org/W3045975320","https://openalex.org/W3047125043","https://openalex.org/W3086731747","https://openalex.org/W3088226460","https://openalex.org/W3099319035","https://openalex.org/W3104810384","https://openalex.org/W3105081694","https://openalex.org/W3112660304","https://openalex.org/W3135869946","https://openalex.org/W3138516171","https://openalex.org/W3139111558","https://openalex.org/W3141637546","https://openalex.org/W3158078985","https://openalex.org/W3158390466","https://openalex.org/W3165332577","https://openalex.org/W3167147947","https://openalex.org/W3177525997","https://openalex.org/W3194477403","https://openalex.org/W4210566286","https://openalex.org/W4213117425","https://openalex.org/W4226084141","https://openalex.org/W4230649743","https://openalex.org/W4286560658","https://openalex.org/W4287823281","https://openalex.org/W4292347793","https://openalex.org/W4308635297","https://openalex.org/W4312084489","https://openalex.org/W4312747676","https://openalex.org/W4315778794","https://openalex.org/W4318566866","https://openalex.org/W4385694482","https://openalex.org/W4394645124","https://openalex.org/W6603287499"],"related_works":["https://openalex.org/W2118717649","https://openalex.org/W2357124094","https://openalex.org/W2413243053","https://openalex.org/W410723623","https://openalex.org/W2015341305","https://openalex.org/W2035068594","https://openalex.org/W4225593417","https://openalex.org/W2573498121","https://openalex.org/W2387399993","https://openalex.org/W2140868683"],"abstract_inverted_index":{"To":[0,110],"create":[1],"robust":[2,200],"and":[3,10,49,89,106,150,152,161,168],"adaptable":[4],"methods":[5],"for":[6,35,85,163],"lung":[7,91,170],"pneumonia":[8],"diagnosis":[9],"the":[11,51,54,112,164,169,175,178],"assessment":[12],"of":[13,53,82,148,159],"its":[14,117],"severity":[15,29,52,88,196],"using":[16],"chest":[17,121],"X-rays":[18],"(CXR),":[19],"access":[20],"to":[21,44],"well-curated,":[22],"extensive":[23],"datasets":[24,123],"is":[25],"crucial.":[26],"Many":[27],"current":[28],"quantification":[30,197],"approaches":[31],"require":[32,40],"resource-intensive":[33],"training":[34],"optimal":[36],"results.":[37],"Healthcare":[38],"practitioners":[39],"efficient":[41],"computational":[42,206],"tools":[43],"swiftly":[45],"identify":[46],"COVID-19":[47,87],"cases":[48],"predict":[50],"condition.":[55],"In":[56],"this":[57],"research,":[58],"we":[59,115],"introduce":[60],"a":[61,69,79,103,107,130,142,153],"novel":[62],"image":[63],"augmentation":[64],"scheme":[65],"as":[66,68],"well":[67],"neural":[70],"network":[71],"model":[72,191],"founded":[73],"on":[74,119],"Vision":[75,96],"Transformers":[76],"(ViT)":[77],"with":[78,203],"small":[80],"number":[81],"trainable":[83],"parameters":[84],"quantifying":[86],"other":[90],"diseases.":[92],"Our":[93,139],"method,":[94],"named":[95],"Transformer":[97],"Regressor":[98],"Infection":[99],"Prediction":[100],"(ViTReg-IP),":[101],"leverages":[102],"ViT":[104],"architecture":[105],"regression":[108],"head.":[109],"assess":[111],"model's":[113],"adaptability,":[114],"evaluate":[116],"performance":[118,194],"diverse":[120],"radiograph":[122],"from":[124,177],"various":[125],"open":[126],"sources.":[127],"We":[128],"conduct":[129],"comparative":[131],"analysis":[132],"against":[133],"several":[134],"competing":[135],"deep":[136],"learning":[137],"methods.":[138],"results":[140,187],"achieved":[141],"minimum":[143],"Mean":[144],"Absolute":[145],"Error":[146],"(MAE)":[147],"0.569":[149],"0.512":[151],"maximum":[154],"Pearson":[155],"Correlation":[156],"Coefficient":[157],"(PC)":[158],"0.923":[160],"0.855":[162],"geographic":[165],"extent":[166],"score":[167],"opacity":[171],"score,":[172],"respectively,":[173],"when":[174],"CXRs":[176],"RALO":[179],"dataset":[180],"were":[181],"used":[182,211],"in":[183,195,212],"training.":[184],"The":[185,208],"experimental":[186],"reveal":[188],"that":[189],"our":[190,213],"delivers":[192],"exceptional":[193],"while":[198],"maintaining":[199],"generalizability,":[201],"all":[202],"relatively":[204],"modest":[205],"requirements.":[207],"source":[209],"codes":[210],"work":[214],"are":[215],"publicly":[216],"available":[217],"at":[218],"https://github.com/bouthainas/ViTReg-IP":[219],".":[220]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}