{"id":"https://openalex.org/W4406458353","doi":"https://doi.org/10.1109/bigdata62323.2024.10825351","title":"Strengthening Accuracy of Lung Cancer Diagnosis Through A Novel Multimodal Bayesian Convolutional Neural Network","display_name":"Strengthening Accuracy of Lung Cancer Diagnosis Through A Novel Multimodal Bayesian Convolutional Neural Network","publication_year":2024,"publication_date":"2024-12-15","ids":{"openalex":"https://openalex.org/W4406458353","doi":"https://doi.org/10.1109/bigdata62323.2024.10825351"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata62323.2024.10825351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","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/A5066396449","display_name":"S. C. Prasanna Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Smriti Kumar","raw_affiliation_strings":["Adlai E. Stevenson High School,Lincolnshire,IL"],"affiliations":[{"raw_affiliation_string":"Adlai E. Stevenson High School,Lincolnshire,IL","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066396449"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23725521,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3915","last_page":"3918"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9916999936103821,"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/T10862","display_name":"AI in cancer detection","score":0.9916999936103821,"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/T11396","display_name":"Artificial Intelligence in Healthcare","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11775","display_name":"COVID-19 diagnosis using AI","score":0.9690999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8253533840179443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.679434061050415},{"id":"https://openalex.org/keywords/lung-cancer","display_name":"Lung cancer","score":0.5886685848236084},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.5569267868995667},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5470543503761292},{"id":"https://openalex.org/keywords/bayesian-network","display_name":"Bayesian network","score":0.5400391817092896},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4352356791496277},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.43448755145072937},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.17415758967399597},{"id":"https://openalex.org/keywords/oncology","display_name":"Oncology","score":0.08721235394477844}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8253533840179443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.679434061050415},{"id":"https://openalex.org/C2776256026","wikidata":"https://www.wikidata.org/wiki/Q47912","display_name":"Lung cancer","level":2,"score":0.5886685848236084},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.5569267868995667},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5470543503761292},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.5400391817092896},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4352356791496277},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.43448755145072937},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.17415758967399597},{"id":"https://openalex.org/C143998085","wikidata":"https://www.wikidata.org/wiki/Q162555","display_name":"Oncology","level":1,"score":0.08721235394477844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata62323.2024.10825351","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata62323.2024.10825351","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Big Data (BigData)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6600000262260437,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2998010746","https://openalex.org/W3132705981","https://openalex.org/W3180076059","https://openalex.org/W4287328916","https://openalex.org/W4310668250","https://openalex.org/W4317039793","https://openalex.org/W4320737685","https://openalex.org/W4378716168","https://openalex.org/W4383263090","https://openalex.org/W4386736737","https://openalex.org/W4387911035","https://openalex.org/W4392947174","https://openalex.org/W6772510107","https://openalex.org/W6798039869","https://openalex.org/W6839928863"],"related_works":["https://openalex.org/W4391621807","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391621790","https://openalex.org/W2064573700","https://openalex.org/W4239306820","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2947043951"],"abstract_inverted_index":{"Lung":[0],"cancer":[1,40,51,111,128],"is":[2],"a":[3,46,54,89,104],"global":[4],"epidemic,":[5],"attributed":[6],"to":[7,17,67,80,124],"the":[8,77,116,131],"general":[9],"lack":[10],"of":[11,37,49,92,115,127],"early":[12],"and":[13,63,100,130],"effective":[14],"screening,":[15],"leading":[16],"low":[18],"survival":[19],"rates.":[20],"Machine":[21],"learning":[22],"techniques":[23],"have":[24],"previously":[25],"been":[26],"used":[27],"in":[28],"diagnosing":[29],"lung":[30,39,50,69,110,122],"cancer,":[31,70,123],"yet":[32],"no":[33],"comprehensive,":[34],"integrated":[35],"method":[36,48,87,106,118],"detecting":[38],"currently":[41],"exists.":[42],"This":[43],"study":[44],"proposes":[45],"novel":[47],"diagnosis":[52,129],"through":[53],"multimodal":[55],"process":[56],"by":[57],"combining":[58],"both":[59],"histopathological":[60],"tissue":[61],"images":[62,66],"CT":[64],"scan":[65],"diagnose":[68],"while":[71],"also":[72],"utilizing":[73],"bayesian":[74],"layers":[75],"within":[76],"neural":[78],"network":[79],"account":[81],"for":[82,107],"prediction":[83],"uncertainty.":[84],"The":[85,113],"proposed":[86,117],"achieved":[88],"test":[90],"accuracy":[91],"99.43%,":[93],"performed":[94],"better":[95],"than":[96],"traditional":[97],"baseline":[98],"methods,":[99],"was":[101],"upheld":[102],"as":[103],"robust":[105],"strengthening":[108],"current":[109],"diagnosis.":[112],"scope":[114],"extends":[119],"beyond":[120],"just":[121],"other":[125],"forms":[126],"entire":[132],"biomedical":[133],"imaging":[134],"field.":[135]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
