{"id":"https://openalex.org/W2982397594","doi":null,"title":"Classifying non-small cell lung carcinoma in histological images using a convolutional neural network","display_name":"Classifying non-small cell lung carcinoma in histological images using a convolutional neural network","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2982397594","mag":"2982397594"},"language":"en","primary_location":{"id":"mag:2982397594","doi":null,"is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/116067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"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/A5084120977","display_name":"Veera A. Timonen","orcid":"https://orcid.org/0000-0002-9601-687X","observed_orcids":["https://orcid.org/0000-0002-9601-687X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Veera A. Timonen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5084120977"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9990000128746033,"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":0.9990000128746033,"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/T12422","display_name":"Radiomics and Machine Learning in Medical Imaging","score":0.0007999999797903001,"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/T10202","display_name":"Lung Cancer Diagnosis and Treatment","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/non-small-cell-lung-cancer","display_name":"non-small cell lung cancer","score":0.9990000128746033},{"id":"https://openalex.org/keywords/histopathology-image-classification","display_name":"histopathological image classification","score":0.8709999918937683},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.9120000004768372},{"id":"https://openalex.org/keywords/lung-cancer-histopathology","display_name":"lung cancer histopathology","score":0.7239999771118164},{"id":"https://openalex.org/keywords/computer-aided-diagnosis","display_name":"computer-aided diagnosis","score":0.722000002861023}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8599703311920166},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5243863463401794},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49540507793426514},{"id":"https://openalex.org/C2777714996","wikidata":"https://www.wikidata.org/wiki/Q7886","display_name":"Lung","level":2,"score":0.48140907287597656},{"id":"https://openalex.org/C2777546739","wikidata":"https://www.wikidata.org/wiki/Q33525","display_name":"Carcinoma","level":2,"score":0.4147999882698059},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.3967961072921753},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.3585050702095032},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3478037714958191},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.1871400773525238}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2982397594","doi":null,"is_oa":false,"landing_page_url":"https://trepo.tuni.fi/handle/10024/116067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.6240000128746033,"display_name":"Good health and well-being"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1548827537","https://openalex.org/W1572063013","https://openalex.org/W1622676895","https://openalex.org/W1686810756","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1921523184","https://openalex.org/W1978857579","https://openalex.org/W2054841768","https://openalex.org/W2095705004","https://openalex.org/W2112796928","https://openalex.org/W2126935516","https://openalex.org/W2133059825","https://openalex.org/W2163605009","https://openalex.org/W2302302587","https://openalex.org/W2345010043","https://openalex.org/W2471370390","https://openalex.org/W2517954747","https://openalex.org/W2592929672","https://openalex.org/W2771828332","https://openalex.org/W2772723798","https://openalex.org/W2782970864","https://openalex.org/W2788906943","https://openalex.org/W2795587190","https://openalex.org/W2909836725","https://openalex.org/W2913011727","https://openalex.org/W2919115771","https://openalex.org/W2920164639","https://openalex.org/W2922268597","https://openalex.org/W2997181101","https://openalex.org/W3005347330"],"related_works":["https://openalex.org/W4225919190","https://openalex.org/W3101353728","https://openalex.org/W3035295924","https://openalex.org/W2953012088","https://openalex.org/W3023087441","https://openalex.org/W4377081920","https://openalex.org/W2981010160","https://openalex.org/W2913011727","https://openalex.org/W4306165388","https://openalex.org/W6903687766"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T04:12:42.849631","created_date":"2019-11-08T00:00:00"}