{"id":"https://openalex.org/W2967494359","doi":"https://doi.org/10.1007/978-981-13-8930-6_10","title":"DVAE: Deep Variational Auto-Encoders for Denoising Retinal Fundus Image","display_name":"DVAE: Deep Variational Auto-Encoders for Denoising Retinal Fundus Image","publication_year":2019,"publication_date":"2019-08-08","ids":{"openalex":"https://openalex.org/W2967494359","doi":"https://doi.org/10.1007/978-981-13-8930-6_10","mag":"2967494359"},"language":"en","primary_location":{"id":"doi:10.1007/978-981-13-8930-6_10","doi":"https://doi.org/10.1007/978-981-13-8930-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-8930-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"},"volume":{"id":"https://openalex.org/W4246075576","display_name":"Hybrid Machine Intelligence for Medical Image Analysis"},"type":"book-chapter","is_traditional":true,"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/A5025514806","display_name":"Biswajit Biswas","orcid":"https://orcid.org/0000-0002-3448-3827","observed_orcids":["https://orcid.org/0000-0002-3448-3827"]},"institutions":[{"id":"https://openalex.org/I106542073","display_name":"University of Calcutta","ror":"https://ror.org/01e7v7w47","country_code":"IN","type":"education","lineage":["https://openalex.org/I106542073"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Biswajit Biswas","raw_affiliation_strings":["Department of Computer Science & Engineering, University of Calcutta, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, University of Calcutta, Kolkata, India","institution_ids":["https://openalex.org/I106542073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004893982","display_name":"Swarup Kr Ghosh","orcid":"https://orcid.org/0000-0002-9312-4189","observed_orcids":["https://orcid.org/0000-0002-9312-4189"]},"institutions":[{"id":"https://openalex.org/I99601430","display_name":"Maulana Abul Kalam Azad University of Technology, West Bengal","ror":"https://ror.org/030tcae29","country_code":"IN","type":"education","lineage":["https://openalex.org/I99601430"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Swarup Kr Ghosh","raw_affiliation_strings":["Department of Computer Science & Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Maulana Abul Kalam Azad University of Technology, Kolkata, India","institution_ids":["https://openalex.org/I99601430"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013183968","display_name":"Anupam Ghosh","orcid":"https://orcid.org/0000-0003-2166-3957","observed_orcids":["https://orcid.org/0000-0003-2166-3957"]},"institutions":[{"id":"https://openalex.org/I4405276829","display_name":"Netaji Subhash Engineering College","ror":"https://ror.org/00efj4b39","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405276829"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Anupam Ghosh","raw_affiliation_strings":["Department of Computer Science & Engineering, Netaji Subhash Engineering College, Kolkata, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science & Engineering, Netaji Subhash Engineering College, Kolkata, India","institution_ids":["https://openalex.org/I4405276829"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5004893982"],"corresponding_institution_ids":["https://openalex.org/I99601430"],"apc_list":null,"apc_paid":null,"fwci":5.8196,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.97115889,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"257","last_page":"273"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11438","display_name":"Retinal Imaging and Analysis","score":0.8105000257492065,"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":0.8105000257492065,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.1784999966621399,"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"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.007799999788403511,"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/batch-normalization","display_name":"batch normalization","score":0.906000018119812},{"id":"https://openalex.org/keywords/retinal-disease-diagnosis","display_name":"retinal disease diagnosis","score":0.6859999895095825}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7030866146087646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6804864406585693},{"id":"https://openalex.org/C2776391266","wikidata":"https://www.wikidata.org/wiki/Q9612","display_name":"Fundus (uterus)","level":2,"score":0.6055762767791748},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5333831906318665},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5249431133270264},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.4742029011249542},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46093952655792236},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.12593159079551697},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.08850100636482239}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-981-13-8930-6_10","doi":"https://doi.org/10.1007/978-981-13-8930-6_10","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-981-13-8930-6_10","pdf_url":null,"source":{"id":"https://openalex.org/S2764461748","display_name":"Studies in computational intelligence","issn_l":"1860-949X","issn":["1860-949X","1860-9503"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Computational Intelligence","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W567966814","https://openalex.org/W1966364402","https://openalex.org/W1979928628","https://openalex.org/W2002611249","https://openalex.org/W2013035813","https://openalex.org/W2015587558","https://openalex.org/W2018593404","https://openalex.org/W2034132756","https://openalex.org/W2063360098","https://openalex.org/W2076063813","https://openalex.org/W2100756624","https://openalex.org/W2116044718","https://openalex.org/W2133665775","https://openalex.org/W2142501586","https://openalex.org/W2145305441","https://openalex.org/W2159269332","https://openalex.org/W2177899970","https://openalex.org/W2189825535","https://openalex.org/W2282734976","https://openalex.org/W2467604901","https://openalex.org/W2510850936","https://openalex.org/W2527569769","https://openalex.org/W2557283755","https://openalex.org/W2562637781","https://openalex.org/W2791424304","https://openalex.org/W2794518994","https://openalex.org/W2796279265","https://openalex.org/W2963501406","https://openalex.org/W4247416639","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2982270893","https://openalex.org/W1980555594","https://openalex.org/W4390482695","https://openalex.org/W7212456540","https://openalex.org/W4405399595","https://openalex.org/W4406260354","https://openalex.org/W4417404643","https://openalex.org/W7152809126","https://openalex.org/W7033688257","https://openalex.org/W2924386604"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2019-08-22T00:00:00"}
