{"id":"https://openalex.org/W7127638934","doi":"https://doi.org/10.1007/s00034-025-03477-z","title":"Advances in Deep Learning and Filtering Models for Medical Image Denoising: A Review of Current and Future Trends","display_name":"Advances in Deep Learning and Filtering Models for Medical Image Denoising: A Review of Current and Future Trends","publication_year":2026,"publication_date":"2026-02-04","ids":{"openalex":"https://openalex.org/W7127638934","doi":"https://doi.org/10.1007/s00034-025-03477-z"},"language":"en","primary_location":{"id":"doi:10.1007/s00034-025-03477-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00034-025-03477-z","pdf_url":null,"source":{"id":"https://openalex.org/S20109229","display_name":"Circuits Systems and Signal Processing","issn_l":"0278-081X","issn":["0278-081X","1531-5878"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Circuits, Systems, and Signal Processing","raw_type":"journal-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/A5046637543","display_name":"Kirti Pathak","orcid":null},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kirti Pathak","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, 800005, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, 800005, India","institution_ids":["https://openalex.org/I11793825"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066467382","display_name":"Ashish Kumar Bhandari","orcid":"https://orcid.org/0000-0001-9842-8125"},"institutions":[{"id":"https://openalex.org/I11793825","display_name":"National Institute of Technology Patna","ror":"https://ror.org/056wyhh33","country_code":"IN","type":"education","lineage":["https://openalex.org/I11793825","https://openalex.org/I4210152752"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Ashish Kumar Bhandari","raw_affiliation_strings":["Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, 800005, India"],"raw_orcid":"https://orcid.org/0000-0001-9842-8125","affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, National Institute of Technology Patna, Patna, 800005, India","institution_ids":["https://openalex.org/I11793825"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5066467382"],"corresponding_institution_ids":["https://openalex.org/I11793825"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":4.8768,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.91517133,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"45","issue":"8","first_page":"6530","last_page":"6604"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.7422000169754028,"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"}},"topics":[{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.7422000169754028,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.03840000182390213,"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/T11021","display_name":"ECG Monitoring and Analysis","score":0.025499999523162842,"subfield":{"id":"https://openalex.org/subfields/2705","display_name":"Cardiology and Cardiovascular 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/deep-learning","display_name":"Deep learning","score":0.8655999898910522},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6718000173568726},{"id":"https://openalex.org/keywords/medical-imaging","display_name":"Medical imaging","score":0.6055999994277954},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5519999861717224},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.4999000132083893},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.43070000410079956},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.375},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33970001339912415},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.33399999141693115}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.8655999898910522},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7346000075340271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232000231742859},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6718000173568726},{"id":"https://openalex.org/C31601959","wikidata":"https://www.wikidata.org/wiki/Q931309","display_name":"Medical imaging","level":2,"score":0.6055999994277954},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5519999861717224},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.4999000132083893},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4399000108242035},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.43070000410079956},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.375},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3458999991416931},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33970001339912415},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.33399999141693115},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.33309999108314514},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.33219999074935913},{"id":"https://openalex.org/C203504353","wikidata":"https://www.wikidata.org/wiki/Q4765461","display_name":"Anisotropic diffusion","level":3,"score":0.3172999918460846},{"id":"https://openalex.org/C167966045","wikidata":"https://www.wikidata.org/wiki/Q5532625","display_name":"Generative model","level":3,"score":0.31459999084472656},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.31369999051094055},{"id":"https://openalex.org/C106430172","wikidata":"https://www.wikidata.org/wiki/Q6002272","display_name":"Image restoration","level":4,"score":0.3021000027656555},{"id":"https://openalex.org/C67795661","wikidata":"https://www.wikidata.org/wiki/Q17018993","display_name":"Shearlet","level":3,"score":0.3010999858379364},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.29100000858306885},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.2874999940395355},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.2867000102996826},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.2824000120162964},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.27889999747276306},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.2727000117301941},{"id":"https://openalex.org/C3017601658","wikidata":"https://www.wikidata.org/wiki/Q545981","display_name":"Image enhancement","level":3,"score":0.2597000002861023},{"id":"https://openalex.org/C2992737218","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Modern medicine","level":2,"score":0.2535000145435333}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00034-025-03477-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00034-025-03477-z","pdf_url":null,"source":{"id":"https://openalex.org/S20109229","display_name":"Circuits Systems and Signal Processing","issn_l":"0278-081X","issn":["0278-081X","1531-5878"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320186","host_organization_name":"Birkh\u00e4user","host_organization_lineage":["https://openalex.org/P4310320186","https://openalex.org/P4310319900"],"host_organization_lineage_names":["Birkh\u00e4user","Springer Science+Business Media"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Circuits, Systems, and Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":114,"referenced_works":["https://openalex.org/W2461608137","https://openalex.org/W2782448985","https://openalex.org/W2805424816","https://openalex.org/W2940107474","https://openalex.org/W2948535293","https://openalex.org/W2955414824","https://openalex.org/W2972158684","https://openalex.org/W2973306787","https://openalex.org/W2985132922","https://openalex.org/W2990963722","https://openalex.org/W2995072672","https://openalex.org/W2997516961","https://openalex.org/W3007486523","https://openalex.org/W3014728142","https://openalex.org/W3018315210","https://openalex.org/W3033116255","https://openalex.org/W3037582100","https://openalex.org/W3040162389","https://openalex.org/W3042335084","https://openalex.org/W3045565924","https://openalex.org/W3046464322","https://openalex.org/W3047011367","https://openalex.org/W3047525859","https://openalex.org/W3080446659","https://openalex.org/W3081337404","https://openalex.org/W3085038231","https://openalex.org/W3091853390","https://openalex.org/W3100000627","https://openalex.org/W3113212022","https://openalex.org/W3121054072","https://openalex.org/W3122406287","https://openalex.org/W3129228143","https://openalex.org/W3146505264","https://openalex.org/W3155794344","https://openalex.org/W3162221703","https://openalex.org/W3182264287","https://openalex.org/W3193624640","https://openalex.org/W3193695748","https://openalex.org/W3201393040","https://openalex.org/W3201622304","https://openalex.org/W3204059660","https://openalex.org/W3210297790","https://openalex.org/W3210355301","https://openalex.org/W3213236098","https://openalex.org/W4205992072","https://openalex.org/W4210639559","https://openalex.org/W4214827844","https://openalex.org/W4220915849","https://openalex.org/W4224253080","https://openalex.org/W4225510469","https://openalex.org/W4285108981","https://openalex.org/W4285158820","https://openalex.org/W4287322212","https://openalex.org/W4287889059","https://openalex.org/W4289766527","https://openalex.org/W4290804842","https://openalex.org/W4291993480","https://openalex.org/W4293163051","https://openalex.org/W4293804742","https://openalex.org/W4296123288","https://openalex.org/W4306677135","https://openalex.org/W4307228491","https://openalex.org/W4307773593","https://openalex.org/W4308054588","https://openalex.org/W4308371836","https://openalex.org/W4308555638","https://openalex.org/W4309349667","https://openalex.org/W4310460737","https://openalex.org/W4310461112","https://openalex.org/W4311767714","https://openalex.org/W4312129403","https://openalex.org/W4312209940","https://openalex.org/W4312267270","https://openalex.org/W4312313906","https://openalex.org/W4312466326","https://openalex.org/W4312679267","https://openalex.org/W4316021039","https://openalex.org/W4316881875","https://openalex.org/W4317502655","https://openalex.org/W4318620303","https://openalex.org/W4319068678","https://openalex.org/W4321194507","https://openalex.org/W4360930456","https://openalex.org/W4362594575","https://openalex.org/W4362603432","https://openalex.org/W4366148635","https://openalex.org/W4367056946","https://openalex.org/W4372336638","https://openalex.org/W4375929067","https://openalex.org/W4376286482","https://openalex.org/W4379508440","https://openalex.org/W4379879922","https://openalex.org/W4381995531","https://openalex.org/W4382364562","https://openalex.org/W4382372079","https://openalex.org/W4382877132","https://openalex.org/W4383104596","https://openalex.org/W4383200203","https://openalex.org/W4387408886","https://openalex.org/W4387842518","https://openalex.org/W4388498502","https://openalex.org/W4388538480","https://openalex.org/W4390421984","https://openalex.org/W4390650170","https://openalex.org/W4390650730","https://openalex.org/W4391560826","https://openalex.org/W4391850455","https://openalex.org/W4392127985","https://openalex.org/W4399206235","https://openalex.org/W4406083206","https://openalex.org/W4408459287","https://openalex.org/W4408708721","https://openalex.org/W4408941367","https://openalex.org/W4412848123"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2026-02-06T00:00:00"}
