{"id":"https://openalex.org/W4408280801","doi":"https://doi.org/10.1109/access.2025.3549673","title":"DSI-ResCNN: A Framework Enhancing the Error-Tolerance Capacity of DNA Storage for Images","display_name":"DSI-ResCNN: A Framework Enhancing the Error-Tolerance Capacity of DNA Storage for Images","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408280801","doi":"https://doi.org/10.1109/access.2025.3549673"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3549673","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3549673","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3549673","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109708490","display_name":"Cihan Ruan","orcid":"https://orcid.org/0009-0006-3094-0505"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Cihan Ruan","raw_affiliation_strings":["Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0009-0006-3094-0505","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057791685","display_name":"Liang Huai Yang","orcid":"https://orcid.org/0000-0002-4297-4845"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Yang","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101390868","display_name":"Rongduo Han","orcid":"https://orcid.org/0009-0007-5157-4660"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongduo Han","raw_affiliation_strings":["College of Software, Nankai University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0007-5157-4660","affiliations":[{"raw_affiliation_string":"College of Software, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085187269","display_name":"Shan Gao","orcid":"https://orcid.org/0000-0003-0262-4549"},"institutions":[{"id":"https://openalex.org/I205237279","display_name":"Nankai University","ror":"https://ror.org/01y1kjr75","country_code":"CN","type":"education","lineage":["https://openalex.org/I205237279"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Gao","raw_affiliation_strings":["College of Life Sciences, Nankai University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Life Sciences, Nankai University, Tianjin, China","institution_ids":["https://openalex.org/I205237279"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116569935","display_name":"Haoyu Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haoyu Wu","raw_affiliation_strings":["Roku, Inc., San Jose, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Roku, Inc., San Jose, CA, USA","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002281342","display_name":"Qiming Yuan","orcid":"https://orcid.org/0000-0003-0621-1338"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Qiming Yuan","raw_affiliation_strings":["Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yanting Guo","orcid":"https://orcid.org/0009-0001-9782-7375"},"institutions":[{"id":"https://openalex.org/I189210763","display_name":"Yunnan University","ror":"https://ror.org/0040axw97","country_code":"CN","type":"education","lineage":["https://openalex.org/I189210763"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanting Guo","raw_affiliation_strings":["School of Mathematics and Statistics, Yunnan University, Kunming, Yunnan, China"],"raw_orcid":"https://orcid.org/0009-0001-9782-7375","affiliations":[{"raw_affiliation_string":"School of Mathematics and Statistics, Yunnan University, Kunming, Yunnan, China","institution_ids":["https://openalex.org/I189210763"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018686979","display_name":"Nam Ling","orcid":"https://orcid.org/0000-0002-5741-7937"},"institutions":[{"id":"https://openalex.org/I16269868","display_name":"Santa Clara University","ror":"https://ror.org/03ypqe447","country_code":"US","type":"education","lineage":["https://openalex.org/I16269868"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nam Ling","raw_affiliation_strings":["Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA"],"raw_orcid":"https://orcid.org/0000-0002-5741-7937","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Santa Clara University, Santa Clara, CA, USA","institution_ids":["https://openalex.org/I16269868"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.9736,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.72538563,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"13","issue":null,"first_page":"50777","last_page":"50793"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12640","display_name":"Environmental DNA in Biodiversity Studies","score":0.9185000061988831,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.699972927570343}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.699972927570343}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3549673","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3549673","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:f31d5c2669ff411380448d5967adffeb","is_oa":true,"landing_page_url":"https://doaj.org/article/f31d5c2669ff411380448d5967adffeb","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":"IEEE Access, Vol 13, Pp 50777-50793 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3549673","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3549673","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2134566370","https://openalex.org/W2144193028","https://openalex.org/W2154468535","https://openalex.org/W2503164506","https://openalex.org/W2514873987","https://openalex.org/W2592122940","https://openalex.org/W2788257106","https://openalex.org/W2802636841","https://openalex.org/W2911874237","https://openalex.org/W2950008143","https://openalex.org/W2964101377","https://openalex.org/W3015216241","https://openalex.org/W3015846461","https://openalex.org/W3042993760","https://openalex.org/W3214254250","https://openalex.org/W3215322903","https://openalex.org/W3216341106","https://openalex.org/W4231505808","https://openalex.org/W4366695774","https://openalex.org/W4384947598","https://openalex.org/W4400233761","https://openalex.org/W6860913603"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Traditional":[0],"silicon-based":[1],"storage":[2,15,33,49,65,99,127],"technologies":[3],"have":[4],"reached":[5],"a":[6,36,123],"bottleneck":[7],"with":[8,74,130],"the":[9,29,63,69,79,84,106,114,136,158],"dramatic":[10],"increase":[11],"in":[12],"global":[13],"data":[14],"demands.":[16],"High":[17],"energy":[18],"consumption,":[19],"limited":[20],"natural":[21],"resources,":[22],"and":[23,44,113],"environmental":[24],"concerns":[25],"are":[26],"some":[27],"of":[28,71,86,100,128,138,161],"key":[30],"reasons.":[31],"DNA":[32,64,98,115,126,142],"emerges":[34],"as":[35,152],"promising":[37],"alternative":[38],"method,":[39],"offering":[40],"relatively":[41],"high":[42],"density":[43],"long-term":[45],"stability.":[46],"However,":[47],"this":[48],"method":[50],"still":[51],"faces":[52],"considerable":[53],"challenges.":[54],"One":[55],"such":[56],"challenge":[57],"pertains":[58],"to":[59,92],"errors":[60],"introduced":[61],"during":[62],"process,":[66],"which":[67],"require":[68],"development":[70],"information":[72,90],"subsystems":[73,91],"enhanced":[75],"error-tolerance":[76,95],"capabilities.":[77],"In":[78],"present":[80],"study,":[81],"we":[82],"propose":[83],"integration":[85],"two":[87,103],"modules":[88],"into":[89],"enhance":[93],"their":[94],"capacities":[96],"for":[97,156],"images.":[101],"These":[102],"modules,":[104],"namely":[105],"residual":[107,131],"convolutional":[108],"neural":[109],"network":[110],"(ResCNN)":[111],"module":[112],"sequence":[116],"dropout":[117],"control":[118],"(SDC)":[119],"module,":[120],"collectively":[121],"constitute":[122],"framework,":[124],"named":[125],"images":[129,139],"CNN":[132],"(DSI-ResCNN).":[133],"DSI-ResCNN":[134],"enhances":[135],"fidelity":[137],"recovered":[140],"from":[141],"sequences":[143],"generated":[144],"under":[145],"error-prone":[146],"conditions,":[147],"thereby":[148],"substantiating":[149],"its":[150],"potential":[151],"an":[153],"effective":[154],"solution":[155],"mitigating":[157],"adverse":[159],"impacts":[160],"errors.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}
