{"id":"https://openalex.org/W3207820290","doi":"https://doi.org/10.1007/978-3-030-89847-2_5","title":"SAMA: Spatially-Aware Multimodal Network with Attention For Early Lung Cancer Diagnosis","display_name":"SAMA: Spatially-Aware Multimodal Network with Attention For Early Lung Cancer Diagnosis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3207820290","doi":"https://doi.org/10.1007/978-3-030-89847-2_5","mag":"3207820290"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-89847-2_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-89847-2_5","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,"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"},"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/A5073545575","display_name":"Mafe Roa","orcid":"https://orcid.org/0000-0002-9035-3269"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Mafe Roa","raw_affiliation_strings":["Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-9035-3269","affiliations":[{"raw_affiliation_string":"Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088988977","display_name":"Laura Daza","orcid":"https://orcid.org/0000-0003-4170-6168"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Laura Daza","raw_affiliation_strings":["Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia"],"raw_orcid":"https://orcid.org/0000-0003-4170-6168","affiliations":[{"raw_affiliation_string":"Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074059204","display_name":"Mar\u00eda Escobar","orcid":"https://orcid.org/0000-0002-5880-762X"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Maria Escobar","raw_affiliation_strings":["Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-5880-762X","affiliations":[{"raw_affiliation_string":"Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040589618","display_name":"Angela Castillo","orcid":"https://orcid.org/0000-0002-2132-1896"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Angela Castillo","raw_affiliation_strings":["Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia"],"raw_orcid":"https://orcid.org/0000-0002-2132-1896","affiliations":[{"raw_affiliation_string":"Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013512298","display_name":"Pablo Arbel\u00e1ez","orcid":"https://orcid.org/0000-0001-5244-2407"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":false,"raw_author_name":"Pablo Arbelaez","raw_affiliation_strings":["Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia"],"raw_orcid":"https://orcid.org/0000-0001-5244-2407","affiliations":[{"raw_affiliation_string":"Center for Research and Formation in Artificial Intelligence, Universidad de Los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]},{"raw_affiliation_string":"Department of Biomedical Engineering, Universidad de los Andes, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5073545575"],"corresponding_institution_ids":["https://openalex.org/I162096671"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.7769,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.75336022,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"48","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2740","display_name":"Pulmonary and Respiratory Medicine"},"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/T10862","display_name":"AI in cancer detection","score":0.9889000058174133,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9825999736785889,"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":0.8075698614120483},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.588957667350769},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5736077427864075},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5210677981376648},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.4505709111690521},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44350603222846985},{"id":"https://openalex.org/keywords/spatial-analysis","display_name":"Spatial analysis","score":0.4206762909889221},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.420273095369339},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.1380642056465149},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.13098475337028503}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8075698614120483},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.588957667350769},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5736077427864075},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5210677981376648},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.4505709111690521},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44350603222846985},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.4206762909889221},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.420273095369339},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.1380642056465149},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.13098475337028503},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-89847-2_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-89847-2_5","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,"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":[{"score":0.800000011920929,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1999114171","https://openalex.org/W2049013464","https://openalex.org/W2157913330","https://openalex.org/W2502312327","https://openalex.org/W2605127024","https://openalex.org/W2747053578","https://openalex.org/W2752782242","https://openalex.org/W2876852810","https://openalex.org/W2946185430","https://openalex.org/W2963420686","https://openalex.org/W2979558841","https://openalex.org/W2980233891","https://openalex.org/W2980289969","https://openalex.org/W2980626014","https://openalex.org/W2987734933","https://openalex.org/W3003415550","https://openalex.org/W3089900192","https://openalex.org/W3090420058","https://openalex.org/W3090824325","https://openalex.org/W3091155229","https://openalex.org/W3091428251","https://openalex.org/W3092087745","https://openalex.org/W3101181415","https://openalex.org/W3104669896","https://openalex.org/W3130476209","https://openalex.org/W3169731340","https://openalex.org/W3209483549"],"related_works":["https://openalex.org/W2382997850","https://openalex.org/W2390968135","https://openalex.org/W2382213751","https://openalex.org/W2351750670","https://openalex.org/W1597848696","https://openalex.org/W2354715126","https://openalex.org/W2388563748","https://openalex.org/W2375179084","https://openalex.org/W2366646518","https://openalex.org/W2370906336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-14T07:06:38.338062","created_date":"2025-10-10T00:00:00"}