{"id":"https://openalex.org/W4388199223","doi":"https://doi.org/10.3390/s23218727","title":"Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer","display_name":"Enhancing Electroretinogram Classification with Multi-Wavelet Analysis and Visual Transformer","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4388199223","doi":"https://doi.org/10.3390/s23218727","pmid":"https://pubmed.ncbi.nlm.nih.gov/37960427"},"language":"en","primary_location":{"id":"doi:10.3390/s23218727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23218727","pdf_url":null,"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://doi.org/10.3390/s23218727","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133897019","display_name":"Mikhail Kulyabin","orcid":"https://orcid.org/0009-0007-0440-030X"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Mikhail Kulyabin","raw_affiliation_strings":["Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91058 Erlangen, Germany"],"raw_orcid":"https://orcid.org/0009-0007-0440-030X","affiliations":[{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91058 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055792983","display_name":"Aleksei Zhdanov","orcid":"https://orcid.org/0000-0003-4725-3681"},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Aleksei Zhdanov","raw_affiliation_strings":["Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia"],"raw_orcid":"https://orcid.org/0000-0003-4725-3681","affiliations":[{"raw_affiliation_string":"Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089362779","display_name":"Anton Dolganov","orcid":"https://orcid.org/0000-0003-2318-9144"},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Anton Dolganov","raw_affiliation_strings":["Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia"],"raw_orcid":"https://orcid.org/0000-0003-2318-9144","affiliations":[{"raw_affiliation_string":"Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015356632","display_name":"Mikhail Ronkin","orcid":"https://orcid.org/0000-0001-5522-988X"},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Mikhail Ronkin","raw_affiliation_strings":["Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia"],"raw_orcid":"https://orcid.org/0000-0001-5522-988X","affiliations":[{"raw_affiliation_string":"Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044578275","display_name":"\u0412\u0430\u0441\u0438\u043b\u0438\u0439 \u0411\u043e\u0440\u0438\u0441\u043e\u0432","orcid":"https://orcid.org/0000-0003-0486-7552"},"institutions":[{"id":"https://openalex.org/I130823665","display_name":"Ural Federal University","ror":"https://ror.org/00hs7dr46","country_code":"RU","type":"education","lineage":["https://openalex.org/I130823665"]}],"countries":["RU"],"is_corresponding":false,"raw_author_name":"Vasilii Borisov","raw_affiliation_strings":["Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia"],"raw_orcid":"https://orcid.org/0000-0003-0486-7552","affiliations":[{"raw_affiliation_string":"Engineering School of Information Technologies, Telecommunications and Control Systems, Ural Federal University Named after the First President of Russia B. N. Yeltsin, 620002 Yekaterinburg, Russia","institution_ids":["https://openalex.org/I130823665"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101619735","display_name":"Andreas Maier","orcid":"https://orcid.org/0000-0002-9550-5284"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Maier","raw_affiliation_strings":["Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91058 Erlangen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9550-5284","affiliations":[{"raw_affiliation_string":"Pattern Recognition Lab, Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg, 91058 Erlangen, Germany","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5133897019"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":1.588,"has_fulltext":true,"cited_by_count":17,"citation_normalized_percentile":{"value":0.834609,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"23","issue":"21","first_page":"8727","last_page":"8727"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10691","display_name":"Retinal Development and Disorders","score":0.9995999932289124,"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/T10691","display_name":"Retinal Development and Disorders","score":0.9995999932289124,"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/T12236","display_name":"Photoreceptor and optogenetics research","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"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/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9937999844551086,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/photopic-vision","display_name":"Photopic vision","score":0.8250133395195007},{"id":"https://openalex.org/keywords/wavelet","display_name":"Wavelet","score":0.6814787983894348},{"id":"https://openalex.org/keywords/scotopic-vision","display_name":"Scotopic vision","score":0.6804227828979492},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6312607526779175},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5874194502830505},{"id":"https://openalex.org/keywords/erg","display_name":"Erg","score":0.5822693109512329},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5479906797409058},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5110841989517212},{"id":"https://openalex.org/keywords/retinal","display_name":"Retinal","score":0.3682330846786499},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3237479031085968},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.32127803564071655},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.14453697204589844},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.13515493273735046},{"id":"https://openalex.org/keywords/ophthalmology","display_name":"Ophthalmology","score":0.10547095537185669},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09450167417526245}],"concepts":[{"id":"https://openalex.org/C54497739","wikidata":"https://www.wikidata.org/wiki/Q1474732","display_name":"Photopic vision","level":3,"score":0.8250133395195007},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.6814787983894348},{"id":"https://openalex.org/C7243750","wikidata":"https://www.wikidata.org/wiki/Q2343133","display_name":"Scotopic vision","level":3,"score":0.6804227828979492},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6312607526779175},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5874194502830505},{"id":"https://openalex.org/C103796816","wikidata":"https://www.wikidata.org/wiki/Q185153","display_name":"Erg","level":3,"score":0.5822693109512329},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5479906797409058},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5110841989517212},{"id":"https://openalex.org/C2780827179","wikidata":"https://www.wikidata.org/wiki/Q422001","display_name":"Retinal","level":2,"score":0.3682330846786499},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3237479031085968},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.32127803564071655},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.14453697204589844},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.13515493273735046},{"id":"https://openalex.org/C118487528","wikidata":"https://www.wikidata.org/wiki/Q161437","display_name":"Ophthalmology","level":1,"score":0.10547095537185669},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09450167417526245},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D002648","descriptor_name":"Child","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004596","descriptor_name":"Electroretinography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004596","descriptor_name":"Electroretinography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D004596","descriptor_name":"Electroretinography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D012160","descriptor_name":"Retina","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D055253","descriptor_name":"Color Vision","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055253","descriptor_name":"Color Vision","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D055253","descriptor_name":"Color Vision","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D058067","descriptor_name":"Wavelet Analysis","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23218727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23218727","pdf_url":null,"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:37960427","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37960427","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":null},{"id":"pmh:oai:elar.urfu.ru:10995/130974","is_oa":true,"landing_page_url":"http://elar.urfu.ru/handle/10995/130974","pdf_url":"https://elar.urfu.ru/bitstream/10995/130974/1/2-s2.0-85176902341.pdf","source":{"id":"https://openalex.org/S4406922546","display_name":"Electronic Archive of Ural Federal University (ELAR UrFU)","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","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pubmedcentral.nih.gov:10648817","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10648817","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10648817/pdf/sensors-23-08727.pdf","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:c90c4220bfdd44cbb351516abfb76374","is_oa":true,"landing_page_url":"https://doaj.org/article/c90c4220bfdd44cbb351516abfb76374","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 23, Iss 21, p 8727 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s23218727","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23218727","pdf_url":null,"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/G5103796817","display_name":null,"funder_award_id":"Priority-2030","funder_id":"https://openalex.org/F4320327494","funder_display_name":"Ministry of Science and Higher Education of the Russian Federation"}],"funders":[{"id":"https://openalex.org/F4320327494","display_name":"Ministry of Science and Higher Education of the Russian Federation","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W81611608","https://openalex.org/W1964585055","https://openalex.org/W2002436063","https://openalex.org/W2049782105","https://openalex.org/W2063472011","https://openalex.org/W2084726394","https://openalex.org/W2140925685","https://openalex.org/W2256744850","https://openalex.org/W2413676549","https://openalex.org/W2468738522","https://openalex.org/W2886801379","https://openalex.org/W2890104697","https://openalex.org/W2936479322","https://openalex.org/W2978255422","https://openalex.org/W2979826702","https://openalex.org/W2981798055","https://openalex.org/W3004107961","https://openalex.org/W3080725849","https://openalex.org/W3088922629","https://openalex.org/W3109629235","https://openalex.org/W3112851048","https://openalex.org/W3128963000","https://openalex.org/W3164571994","https://openalex.org/W3187697237","https://openalex.org/W3196036752","https://openalex.org/W3198567391","https://openalex.org/W4206706211","https://openalex.org/W4225370687","https://openalex.org/W4229018298","https://openalex.org/W4234845676","https://openalex.org/W4235456164","https://openalex.org/W4281890111","https://openalex.org/W4295422737","https://openalex.org/W4298088505","https://openalex.org/W4306399516","https://openalex.org/W4312671791","https://openalex.org/W4365144226","https://openalex.org/W4377193793","https://openalex.org/W4380369417","https://openalex.org/W4381161902","https://openalex.org/W4381806051","https://openalex.org/W4382237620","https://openalex.org/W4385493668","https://openalex.org/W6603320765","https://openalex.org/W6715192736","https://openalex.org/W6907257517"],"related_works":["https://openalex.org/W2413680072","https://openalex.org/W1980052344","https://openalex.org/W2071020256","https://openalex.org/W1991818742","https://openalex.org/W2045297987","https://openalex.org/W2005821274","https://openalex.org/W93573357","https://openalex.org/W1551126258","https://openalex.org/W2374747477","https://openalex.org/W39719516"],"abstract_inverted_index":{"The":[0,98,112],"electroretinogram":[1],"(ERG)":[2],"is":[3],"a":[4,21,38,79,106],"clinical":[5],"test":[6],"that":[7],"records":[8],"the":[9,17,43,56,60,64,90,96,110,136],"retina's":[10],"electrical":[11],"response":[12],"to":[13,24,36,54,141],"light.":[14],"Analysis":[15],"of":[16,45,59,66,81,92,95,109],"ERG":[18,86],"signal":[19],"offers":[20],"promising":[22],"way":[23],"study":[25,52],"different":[26],"retinal":[27,46],"diseases":[28],"and":[29,48,84,88,126],"disorders.":[30],"Machine":[31],"learning-based":[32],"methods":[33],"are":[34,103],"expected":[35],"play":[37],"pivotal":[39],"role":[40],"in":[41],"achieving":[42],"goals":[44],"diagnostics":[47],"treatment":[49],"control.":[50],"This":[51],"aims":[53],"improve":[55],"classification":[57,116],"accuracy":[58,117],"previous":[61,142],"work":[62],"using":[63],"combination":[65],"three":[67],"optimal":[68],"mother":[69],"wavelet":[70],"functions.":[71],"We":[72],"apply":[73],"Continuous":[74],"Wavelet":[75],"Transform":[76],"(CWT)":[77],"on":[78,105,133],"dataset":[80],"mixed":[82],"pediatric":[83],"adult":[85],"signals":[87],"show":[89],"possibility":[91],"simultaneous":[93],"analysis":[94],"signals.":[97,111],"modern":[99],"Visual":[100],"Transformer-based":[101],"architectures":[102],"tested":[104],"time-frequency":[107],"representation":[108],"method":[113],"provides":[114],"88%":[115],"for":[118,123,128],"Maximum":[119],"2.0":[120,130],"ERG,":[121],"85%":[122],"Scotopic":[124],"2.0,":[125],"91%":[127],"Photopic":[129],"protocols,":[131],"which":[132],"average":[134],"improves":[135],"result":[137],"by":[138],"7.6%":[139],"compared":[140],"work.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":6}],"updated_date":"2026-07-25T09:21:30.201066","created_date":"2025-10-10T00:00:00"}
