{"id":"https://openalex.org/W2739256314","doi":"https://doi.org/10.1145/3107514.3107523","title":"Automatic Screening of Diabetic Retinopathy Images with Convolution Neural Network Based on Caffe Framework","display_name":"Automatic Screening of Diabetic Retinopathy Images with Convolution Neural Network Based on Caffe Framework","publication_year":2017,"publication_date":"2017-05-20","ids":{"openalex":"https://openalex.org/W2739256314","doi":"https://doi.org/10.1145/3107514.3107523","mag":"2739256314"},"language":"en","primary_location":{"id":"doi:10.1145/3107514.3107523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3107514.3107523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Medical and Health Informatics 2017","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/A5014702558","display_name":"Yuping Jiang","orcid":"https://orcid.org/0000-0002-3790-7971"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuping Jiang","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018794755","display_name":"Huiqun Wu","orcid":"https://orcid.org/0000-0001-5837-6199"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]},{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Huiqun Wu","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China and Image Processing and Informatics Laboratory, Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, United States, CA"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China and Image Processing and Informatics Laboratory, Department of Biomedical Engineering, Viterbi School of Engineering, University of Southern California, Los Angeles, United States, CA","institution_ids":["https://openalex.org/I1174212","https://openalex.org/I199305430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089835891","display_name":"Jiancheng Dong","orcid":"https://orcid.org/0000-0002-9646-2853"},"institutions":[{"id":"https://openalex.org/I199305430","display_name":"Nantong University","ror":"https://ror.org/02afcvw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I199305430"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiancheng Dong","raw_affiliation_strings":["Department of Medical Informatics, Medical School of Nantong University, Nantong, China"],"affiliations":[{"raw_affiliation_string":"Department of Medical Informatics, Medical School of Nantong University, Nantong, China","institution_ids":["https://openalex.org/I199305430"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014702558"],"corresponding_institution_ids":["https://openalex.org/I199305430"],"apc_list":null,"apc_paid":null,"fwci":1.2497,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.79470332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"90","last_page":"94"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T11438","display_name":"Retinal Imaging and Analysis","score":1.0,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9876000285148621,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7500606775283813},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.727948784828186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7177748084068298},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5859676599502563},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5749222636222839},{"id":"https://openalex.org/keywords/diabetic-retinopathy","display_name":"Diabetic retinopathy","score":0.5531201362609863},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47767290472984314},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.47307926416397095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4466806948184967},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.21249857544898987},{"id":"https://openalex.org/keywords/diabetes-mellitus","display_name":"Diabetes mellitus","score":0.10284304618835449}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7500606775283813},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.727948784828186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7177748084068298},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5859676599502563},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5749222636222839},{"id":"https://openalex.org/C2779829184","wikidata":"https://www.wikidata.org/wiki/Q631361","display_name":"Diabetic retinopathy","level":3,"score":0.5531201362609863},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47767290472984314},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.47307926416397095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4466806948184967},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.21249857544898987},{"id":"https://openalex.org/C555293320","wikidata":"https://www.wikidata.org/wiki/Q12206","display_name":"Diabetes mellitus","level":2,"score":0.10284304618835449},{"id":"https://openalex.org/C134018914","wikidata":"https://www.wikidata.org/wiki/Q162606","display_name":"Endocrinology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3107514.3107523","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3107514.3107523","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 1st International Conference on Medical and Health Informatics 2017","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","score":0.4099999964237213,"display_name":"Good health and well-being"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320324887","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1840499951","https://openalex.org/W1988400382","https://openalex.org/W1989786678","https://openalex.org/W2010069861","https://openalex.org/W2023837499","https://openalex.org/W2041589997","https://openalex.org/W2045421761","https://openalex.org/W2097117768","https://openalex.org/W2100495367","https://openalex.org/W2102616316","https://openalex.org/W2119107710","https://openalex.org/W2132241724","https://openalex.org/W2137687977","https://openalex.org/W2138480916","https://openalex.org/W2144354855","https://openalex.org/W2158147844","https://openalex.org/W2163605009","https://openalex.org/W2301106258","https://openalex.org/W2502390809","https://openalex.org/W2534419511","https://openalex.org/W2789732774","https://openalex.org/W4246634784"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3193565141","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3167935049","https://openalex.org/W2964954556","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"Objective":[0],"Diabetic":[1],"retinopathy":[2],"(DR)":[3],"is":[4],"a":[5],"serious":[6],"complication":[7],"of":[8],"eye":[9],"in":[10],"diabetes":[11],"mellitus":[12],"(DM)":[13],"patients.":[14],"In":[15],"order":[16],"to":[17,23,29],"automatically":[18],"screen":[19,30],"DR,":[20],"we":[21],"aim":[22],"use":[24],"convolutional":[25],"neural":[26],"network":[27],"(CNN)":[28],"DR":[31],"fundus":[32],"images":[33],"automatically.":[34]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
