{"id":"https://openalex.org/W7127044839","doi":"https://doi.org/10.1007/978-3-032-11358-0_1","title":"From Pixels to Prognosis: An AI Framework for Volumetric RALE Scoring in Post-COVID Chest CT","display_name":"From Pixels to Prognosis: An AI Framework for Volumetric RALE Scoring in Post-COVID Chest CT","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7127044839","doi":"https://doi.org/10.1007/978-3-032-11358-0_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-11358-0_1","doi":"https://doi.org/10.1007/978-3-032-11358-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-11358-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W7127041836","display_name":"Progress in Artificial Intelligence and Pattern Recognition"},"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/A5020167052","display_name":"Eduardo Garea-Llano","orcid":"https://orcid.org/0000-0001-9101-1589","observed_orcids":["https://orcid.org/0000-0001-9101-1589"]},"institutions":[{"id":"https://openalex.org/I2802407485","display_name":"Cuban Neuroscience Center","ror":"https://ror.org/00rk1k743","country_code":"CU","type":"facility","lineage":["https://openalex.org/I2802407485"]}],"countries":["CU"],"is_corresponding":true,"raw_author_name":"Eduardo Garea-Llano","raw_affiliation_strings":["Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0001-9101-1589","affiliations":[{"raw_affiliation_string":"Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba","institution_ids":["https://openalex.org/I2802407485"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085298050","display_name":"\u00c1ngel Ren\u00e9 Elejalde Larrinaga","orcid":"https://orcid.org/0000-0003-2356-5365","observed_orcids":["https://orcid.org/0000-0003-2356-5365"]},"institutions":[{"id":"https://openalex.org/I4210087066","display_name":"Instituto de Oncolog\u00eda y Radiobiolog\u00eda","ror":"https://ror.org/000kkgk42","country_code":"CU","type":"healthcare","lineage":["https://openalex.org/I4210087066"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"\u00c1ngel Ren\u00e9 Elejalde-Larrinaga","raw_affiliation_strings":["National Institute of Oncology and Radiobiology, F #710 e/ 29 y Final, C. 29, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0003-2356-5365","affiliations":[{"raw_affiliation_string":"National Institute of Oncology and Radiobiology, F #710 e/ 29 y Final, C. 29, Havana, Cuba","institution_ids":["https://openalex.org/I4210087066"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047030045","display_name":"Mayl\u00e9n Arencibia","orcid":"https://orcid.org/0000-0003-3296-4640","observed_orcids":["https://orcid.org/0000-0003-3296-4640"]},"institutions":[{"id":"https://openalex.org/I2355400","display_name":"Center of Molecular Immunology (Cuba)","ror":"https://ror.org/01gh7yb82","country_code":"CU","type":"company","lineage":["https://openalex.org/I2355400"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Maylen Arencibia-Lago","raw_affiliation_strings":["Center for Molecular Immunology, 15 Esq. 216 S/N, Siboney. A.P 16040. 11600, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0003-3296-4640","affiliations":[{"raw_affiliation_string":"Center for Molecular Immunology, 15 Esq. 216 S/N, Siboney. A.P 16040. 11600, Havana, Cuba","institution_ids":["https://openalex.org/I2355400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072823526","display_name":"Evelio Gonz\u00e1lez Dalmau","orcid":"https://orcid.org/0000-0003-4569-2103","observed_orcids":["https://orcid.org/0000-0003-4569-2103"]},"institutions":[{"id":"https://openalex.org/I2802407485","display_name":"Cuban Neuroscience Center","ror":"https://ror.org/00rk1k743","country_code":"CU","type":"facility","lineage":["https://openalex.org/I2802407485"]}],"countries":["CU"],"is_corresponding":false,"raw_author_name":"Evelio Gonzalez-Dalmau","raw_affiliation_strings":["Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba"],"raw_orcid":"https://orcid.org/0000-0003-4569-2103","affiliations":[{"raw_affiliation_string":"Cuban Neuroscience Center, 190 No. 1520, Playa, 11600, Havana, Cuba","institution_ids":["https://openalex.org/I2802407485"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5020167052"],"corresponding_institution_ids":["https://openalex.org/I2802407485"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05775937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9771000146865845,"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":0.9771000146865845,"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":0.011500000022351742,"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":0.0034000000450760126,"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/3d-u-net","display_name":"3D U-Net","score":0.8479999899864197},{"id":"https://openalex.org/keywords/self-attention","display_name":"self-attention","score":0.8040000200271606},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"multi-task learning","score":0.7409999966621399},{"id":"https://openalex.org/keywords/interobserver-variability","display_name":"interobserver variability","score":0.8560000061988831},{"id":"https://openalex.org/keywords/chest-ct","display_name":"chest CT","score":0.4429999887943268}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.881600022315979},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6177999973297119},{"id":"https://openalex.org/C77331912","wikidata":"https://www.wikidata.org/wiki/Q81095","display_name":"DICOM","level":2,"score":0.6097999811172485},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5303000211715698},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.48080000281333923},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4603999853134155},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4343000054359436},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.4083000123500824},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3849000036716461},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38100001215934753},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37689998745918274},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3540000021457672},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.35179999470710754},{"id":"https://openalex.org/C2779549770","wikidata":"https://www.wikidata.org/wiki/Q1122413","display_name":"Computer-aided diagnosis","level":2,"score":0.3257000148296356},{"id":"https://openalex.org/C3019060180","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automated method","level":2,"score":0.31839999556541443},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.31139999628067017},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3091999888420105},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.287200003862381},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C544519230","wikidata":"https://www.wikidata.org/wiki/Q32566","display_name":"Computed tomography","level":2,"score":0.25429999828338623},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.25290000438690186},{"id":"https://openalex.org/C2985179714","wikidata":"https://www.wikidata.org/wiki/Q627335","display_name":"Work flow","level":2,"score":0.25119999051094055},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.2500999867916107}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-11358-0_1","doi":"https://doi.org/10.1007/978-3-032-11358-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-11358-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.9476000070571899}],"sustainable_development_goals_aurora":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1986649315","https://openalex.org/W2036382630","https://openalex.org/W2168666423","https://openalex.org/W2908201961","https://openalex.org/W3040819336","https://openalex.org/W3042270788","https://openalex.org/W3054666633","https://openalex.org/W3080102688","https://openalex.org/W3093049763","https://openalex.org/W3120154345","https://openalex.org/W3120387768","https://openalex.org/W3120870987","https://openalex.org/W3121971531","https://openalex.org/W3158352196","https://openalex.org/W3164857526","https://openalex.org/W3177440253","https://openalex.org/W4282947281","https://openalex.org/W4317103915","https://openalex.org/W4361268063","https://openalex.org/W4385727981","https://openalex.org/W4386059098","https://openalex.org/W4400682977","https://openalex.org/W4404462364","https://openalex.org/W6977944434"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-10-13T10:08:12.033832","created_date":"2026-02-03T00:00:00"}