{"id":"https://openalex.org/W4297491189","doi":"https://doi.org/10.3390/s22197325","title":"Gamma Radiation Image Noise Prediction Method Based on Statistical Analysis and Random Walk","display_name":"Gamma Radiation Image Noise Prediction Method Based on Statistical Analysis and Random Walk","publication_year":2022,"publication_date":"2022-09-27","ids":{"openalex":"https://openalex.org/W4297491189","doi":"https://doi.org/10.3390/s22197325","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236426"},"language":"en","primary_location":{"id":"doi:10.3390/s22197325","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197325","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7325/pdf?version=1665192929","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/19/7325/pdf?version=1665192929","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074019674","display_name":"Dongjie Li","orcid":"https://orcid.org/0000-0002-1005-7890"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Dongjie Li","raw_affiliation_strings":["Heilongjiang Provincial Key Laboratory of Complex Intelligent System and Integration, Harbin University of Science and Technology, Harbin 150080, China","Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin University of Science and Technology, Harbin 150080, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang Provincial Key Laboratory of Complex Intelligent System and Integration, Harbin University of Science and Technology, Harbin 150080, China","institution_ids":["https://openalex.org/I100188998"]},{"raw_affiliation_string":"Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin University of Science and Technology, Harbin 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028069000","display_name":"Haipeng Deng","orcid":"https://orcid.org/0000-0002-7635-7124"},"institutions":[{"id":"https://openalex.org/I100188998","display_name":"Harbin University of Science and Technology","ror":"https://ror.org/04e6y1282","country_code":"CN","type":"education","lineage":["https://openalex.org/I100188998"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haipeng Deng","raw_affiliation_strings":["Heilongjiang Provincial Key Laboratory of Complex Intelligent System and Integration, Harbin University of Science and Technology, Harbin 150080, China","Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin University of Science and Technology, Harbin 150080, China"],"raw_orcid":"https://orcid.org/0000-0002-7635-7124","affiliations":[{"raw_affiliation_string":"Heilongjiang Provincial Key Laboratory of Complex Intelligent System and Integration, Harbin University of Science and Technology, Harbin 150080, China","institution_ids":["https://openalex.org/I100188998"]},{"raw_affiliation_string":"Key Laboratory of Advanced Manufacturing and Intelligent Technology, Ministry of Education, Harbin University of Science and Technology, Harbin 150080, China","institution_ids":["https://openalex.org/I100188998"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059777846","display_name":"Gang Yao","orcid":"https://orcid.org/0000-0001-9311-0337"},"institutions":[{"id":"https://openalex.org/I4210096139","display_name":"China Institute of Atomic Energy","ror":"https://ror.org/00v5gqm66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210096139"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Gang Yao","raw_affiliation_strings":["Heilongjiang Institute of Atomic Energy, Harbin 150086, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang Institute of Atomic Energy, Harbin 150086, China","institution_ids":["https://openalex.org/I4210096139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102915621","display_name":"Jicheng Jiang","orcid":"https://orcid.org/0000-0002-1114-104X"},"institutions":[{"id":"https://openalex.org/I4210096139","display_name":"China Institute of Atomic Energy","ror":"https://ror.org/00v5gqm66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210096139"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jicheng Jiang","raw_affiliation_strings":["Heilongjiang Institute of Atomic Energy, Harbin 150086, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang Institute of Atomic Energy, Harbin 150086, China","institution_ids":["https://openalex.org/I4210096139"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100626054","display_name":"Yubao Zhang","orcid":"https://orcid.org/0000-0002-1421-4072"},"institutions":[{"id":"https://openalex.org/I4210096139","display_name":"China Institute of Atomic Energy","ror":"https://ror.org/00v5gqm66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210096139"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yubao Zhang","raw_affiliation_strings":["Heilongjiang Institute of Atomic Energy, Harbin 150086, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Heilongjiang Institute of Atomic Energy, Harbin 150086, China","institution_ids":["https://openalex.org/I4210096139"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5059777846","https://openalex.org/A5074019674"],"corresponding_institution_ids":["https://openalex.org/I100188998","https://openalex.org/I4210096139"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07472126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"19","first_page":"7325","last_page":"7325"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9987999796867371,"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":0.9987999796867371,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9908999800682068,"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"}},{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9879999756813049,"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/gaussian-noise","display_name":"Gaussian noise","score":0.7142466902732849},{"id":"https://openalex.org/keywords/value-noise","display_name":"Value noise","score":0.6815175414085388},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6782301664352417},{"id":"https://openalex.org/keywords/image-noise","display_name":"Image noise","score":0.6409181356430054},{"id":"https://openalex.org/keywords/gradient-noise","display_name":"Gradient noise","score":0.6233696937561035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6127931475639343},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.5867945551872253},{"id":"https://openalex.org/keywords/dark-frame-subtraction","display_name":"Dark-frame subtraction","score":0.5726377964019775},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5672517418861389},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5399228930473328},{"id":"https://openalex.org/keywords/salt-and-pepper-noise","display_name":"Salt-and-pepper noise","score":0.47784659266471863},{"id":"https://openalex.org/keywords/shot-noise","display_name":"Shot noise","score":0.45099520683288574},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41445648670196533},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.394707590341568},{"id":"https://openalex.org/keywords/median-filter","display_name":"Median filter","score":0.3609997034072876},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.33823636174201965},{"id":"https://openalex.org/keywords/noise-floor","display_name":"Noise floor","score":0.28782469034194946},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.25361108779907227},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.07480460405349731}],"concepts":[{"id":"https://openalex.org/C4199805","wikidata":"https://www.wikidata.org/wiki/Q2725903","display_name":"Gaussian noise","level":2,"score":0.7142466902732849},{"id":"https://openalex.org/C182163834","wikidata":"https://www.wikidata.org/wiki/Q2926529","display_name":"Value noise","level":5,"score":0.6815175414085388},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6782301664352417},{"id":"https://openalex.org/C35772409","wikidata":"https://www.wikidata.org/wiki/Q1323086","display_name":"Image noise","level":3,"score":0.6409181356430054},{"id":"https://openalex.org/C200378446","wikidata":"https://www.wikidata.org/wiki/Q4147391","display_name":"Gradient noise","level":5,"score":0.6233696937561035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6127931475639343},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.5867945551872253},{"id":"https://openalex.org/C1160358","wikidata":"https://www.wikidata.org/wiki/Q861103","display_name":"Dark-frame subtraction","level":5,"score":0.5726377964019775},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5672517418861389},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5399228930473328},{"id":"https://openalex.org/C113660513","wikidata":"https://www.wikidata.org/wiki/Q849379","display_name":"Salt-and-pepper noise","level":5,"score":0.47784659266471863},{"id":"https://openalex.org/C72659945","wikidata":"https://www.wikidata.org/wiki/Q1503574","display_name":"Shot noise","level":3,"score":0.45099520683288574},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41445648670196533},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.394707590341568},{"id":"https://openalex.org/C55352655","wikidata":"https://www.wikidata.org/wiki/Q304247","display_name":"Median filter","level":4,"score":0.3609997034072876},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.33823636174201965},{"id":"https://openalex.org/C187612029","wikidata":"https://www.wikidata.org/wiki/Q17083130","display_name":"Noise floor","level":4,"score":0.28782469034194946},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.25361108779907227},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.07480460405349731},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.3390/s22197325","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197325","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7325/pdf?version=1665192929","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36236426","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236426","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":"Journal Article"},{"id":"pmh:oai:pubmedcentral.nih.gov:9573051","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9573051","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:bd5257bf742c40f58e2553d6ba6fa675","is_oa":true,"landing_page_url":"https://doaj.org/article/bd5257bf742c40f58e2553d6ba6fa675","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 19, p 7325 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7325/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197325","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 19; Pages: 7325","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22197325","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197325","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7325/pdf?version=1665192929","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G432376060","display_name":null,"funder_award_id":"LH2019F024","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G4989704232","display_name":null,"funder_award_id":"2021-JCJQ-JJ-0026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5207861394","display_name":null,"funder_award_id":"ZNJZ2020WL01","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6227368013","display_name":null,"funder_award_id":"51975170","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G6403613896","display_name":null,"funder_award_id":"LH2019F024","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6982072826","display_name":null,"funder_award_id":"51975170","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7106008397","display_name":null,"funder_award_id":"2021-JCJQ-JJ-0026","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"},{"id":"https://openalex.org/G8097941433","display_name":null,"funder_award_id":"ZNJZ2020WL01","funder_id":"https://openalex.org/F4320323085","funder_display_name":"Natural Science Foundation of Heilongjiang Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323085","display_name":"Natural Science Foundation of Heilongjiang Province","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4297491189.pdf","grobid_xml":"https://content.openalex.org/works/W4297491189.grobid-xml"},"referenced_works_count":24,"referenced_works":["https://openalex.org/W817930797","https://openalex.org/W1995771589","https://openalex.org/W2011481574","https://openalex.org/W2108598243","https://openalex.org/W2325784197","https://openalex.org/W2327533026","https://openalex.org/W2353643579","https://openalex.org/W2578095384","https://openalex.org/W2580498836","https://openalex.org/W2798278116","https://openalex.org/W2908733007","https://openalex.org/W2954996726","https://openalex.org/W3097028850","https://openalex.org/W3109992451","https://openalex.org/W3169893408","https://openalex.org/W3176923149","https://openalex.org/W3182706339","https://openalex.org/W4200036039","https://openalex.org/W4210607681","https://openalex.org/W4300672471","https://openalex.org/W4385891297","https://openalex.org/W6757441977","https://openalex.org/W6855981001","https://openalex.org/W7054600260"],"related_works":["https://openalex.org/W2306622391","https://openalex.org/W2980586888","https://openalex.org/W4379184580","https://openalex.org/W2618419521","https://openalex.org/W2810312662","https://openalex.org/W2186246304","https://openalex.org/W3140076208","https://openalex.org/W2011016717","https://openalex.org/W2182876982","https://openalex.org/W2499334499"],"abstract_inverted_index":{"The":[0,80,126,175,186],"gamma":[1,59,202],"radiation":[2,60,203],"environment":[3],"is":[4,62,83,110,207],"one":[5],"of":[6,34,57,71,77,97,128,150,201,212],"the":[7,16,27,32,44,49,58,72,78,86,95,115,120,132,135,139,147,154,159,164,190,199,210],"harshest":[8],"operating":[9],"environments":[10],"for":[11,31,173],"image":[12,98,117,161,204,213],"acquisition":[13],"systems,":[14],"and":[15,36,47,74,93,119],"captured":[17],"images":[18,130],"are":[19],"heavily":[20],"noisy.":[21],"In":[22],"this":[23,151,195,216],"paper,":[24],"we":[25,157],"improve":[26],"multi-frame":[28],"difference":[29,113],"method":[30,192],"characteristics":[33],"noise":[35,45,50,61,92,99,118,122,137,141,162,214],"add":[37],"an":[38],"edge":[39],"detection":[40],"algorithm":[41,89],"to":[42,90,138,168,180,209],"segment":[43],"region":[46],"extract":[48],"quantization":[51],"information.":[52],"A":[53],"Gaussian":[54],"mixture":[55],"model":[56,82,177],"then":[63],"established":[64,81],"by":[65,105],"performing":[66],"a":[67,169,182],"specific":[68],"statistical":[69],"analysis":[70],"amplitude":[73],"quantity":[75],"information":[76],"noise.":[79],"combined":[84],"with":[85],"random":[87],"walk":[88],"generate":[91],"achieve":[94,181],"prediction":[96,191,200],"under":[100],"different":[101],"accumulated":[102],"doses.":[103],"Evaluated":[104],"objective":[106],"similarity":[107],"matching,":[108],"there":[109],"no":[111],"significant":[112],"between":[114],"predicted":[116,136,160],"actual":[121,140],"in":[123,131,153,194,215],"subjective":[124],"perception.":[125],"ratio":[127],"similarity-matched":[129],"sample":[133],"from":[134],"reaches":[142],"0.908.":[143],"To":[144],"further":[145],"illustrate":[146],"spillover":[148],"effect":[149],"research,":[152],"discussion":[155],"session,":[156],"used":[158],"as":[163],"training":[165],"set":[166],"input":[167],"deep":[170],"residual":[171],"network":[172,176],"denoising.":[174],"was":[178],"able":[179],"good":[183],"denoising":[184],"effect.":[185],"results":[187],"show":[188],"that":[189],"proposed":[193],"paper":[196],"can":[197],"accomplish":[198],"noise,":[205],"which":[206],"beneficial":[208],"elimination":[211],"environment.":[217]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}
