{"id":"https://openalex.org/W4407760210","doi":"https://doi.org/10.1093/bib/bbaf063","title":"CpGFuse: a holistic approach for accurate identification of methylation states of DNA CpG sites","display_name":"CpGFuse: a holistic approach for accurate identification of methylation states of DNA CpG sites","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4407760210","doi":"https://doi.org/10.1093/bib/bbaf063","pmid":"https://pubmed.ncbi.nlm.nih.gov/39968737"},"language":"en","primary_location":{"id":"doi:10.1093/bib/bbaf063","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf063","pdf_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf063/61947319/bbaf063.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf063/61947319/bbaf063.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031703954","display_name":"Sehi Park","orcid":null},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sehi Park","raw_affiliation_strings":["Department of Electronics and Information Engineering , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Information Engineering , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031342322","display_name":"Kil To Chong","orcid":"https://orcid.org/0000-0002-1952-0001"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kil To Chong","raw_affiliation_strings":["Advances Electronics and Information Research Center , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South","Department of Electronics and Information Engineering , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South"],"affiliations":[{"raw_affiliation_string":"Advances Electronics and Information Research Center , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South","institution_ids":["https://openalex.org/I80611190"]},{"raw_affiliation_string":"Department of Electronics and Information Engineering , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South","institution_ids":["https://openalex.org/I80611190"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008953921","display_name":"Hilal Tayara","orcid":"https://orcid.org/0000-0001-5678-3479"},"institutions":[{"id":"https://openalex.org/I80611190","display_name":"Jeonbuk National University","ror":"https://ror.org/05q92br09","country_code":"KR","type":"education","lineage":["https://openalex.org/I80611190"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hilal Tayara","raw_affiliation_strings":["School of international Engineering and Science , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South"],"affiliations":[{"raw_affiliation_string":"School of international Engineering and Science , Jeonbuk National University, Baekje-daero, Deokjin-gu, Jeonju 54896, South","institution_ids":["https://openalex.org/I80611190"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031703954"],"corresponding_institution_ids":["https://openalex.org/I80611190"],"apc_list":{"value":4011,"currency":"USD","value_usd":4011},"apc_paid":{"value":4011,"currency":"USD","value_usd":4011},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22050121,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"26","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10269","display_name":"Epigenetics and DNA Methylation","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/T10269","display_name":"Epigenetics and DNA Methylation","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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9732000231742859,"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/T10066","display_name":"Gut microbiota and health","score":0.9229999780654907,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/cpg-site","display_name":"CpG site","score":0.7769187688827515},{"id":"https://openalex.org/keywords/dna-methylation","display_name":"DNA methylation","score":0.6970241665840149},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.6049389839172363},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5600698590278625},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5590890645980835},{"id":"https://openalex.org/keywords/genomics","display_name":"Genomics","score":0.47802814841270447},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.45178234577178955},{"id":"https://openalex.org/keywords/methylation","display_name":"Methylation","score":0.4470698833465576},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.42419278621673584},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.41720956563949585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4030247926712036},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33148759603500366},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.31864726543426514},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.2676049470901489},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.2407200038433075},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.16758030652999878},{"id":"https://openalex.org/keywords/gene-expression","display_name":"Gene expression","score":0.10247290134429932}],"concepts":[{"id":"https://openalex.org/C140173407","wikidata":"https://www.wikidata.org/wiki/Q1138358","display_name":"CpG site","level":5,"score":0.7769187688827515},{"id":"https://openalex.org/C190727270","wikidata":"https://www.wikidata.org/wiki/Q874745","display_name":"DNA methylation","level":4,"score":0.6970241665840149},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.6049389839172363},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5600698590278625},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5590890645980835},{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.47802814841270447},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.45178234577178955},{"id":"https://openalex.org/C33288867","wikidata":"https://www.wikidata.org/wiki/Q518328","display_name":"Methylation","level":3,"score":0.4470698833465576},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.42419278621673584},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.41720956563949585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4030247926712036},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33148759603500366},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.31864726543426514},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.2676049470901489},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.2407200038433075},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.16758030652999878},{"id":"https://openalex.org/C150194340","wikidata":"https://www.wikidata.org/wiki/Q26972","display_name":"Gene expression","level":3,"score":0.10247290134429932},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006528","descriptor_name":"Carcinoma, Hepatocellular","qualifier_ui":"Q000235","qualifier_name":"genetics","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":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D017422","descriptor_name":"Sequence Analysis, DNA","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D018899","descriptor_name":"CpG Islands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018899","descriptor_name":"CpG Islands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018899","descriptor_name":"CpG Islands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D018899","descriptor_name":"CpG Islands","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019175","descriptor_name":"DNA Methylation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023281","descriptor_name":"Genomics","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D056945","descriptor_name":"Hep G2 Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056945","descriptor_name":"Hep G2 Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056945","descriptor_name":"Hep G2 Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D056945","descriptor_name":"Hep G2 Cells","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1093/bib/bbaf063","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf063","pdf_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf063/61947319/bbaf063.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},{"id":"pmid:39968737","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39968737","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":"Briefings in bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11836533","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11836533","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Brief Bioinform","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1093/bib/bbaf063","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bib/bbaf063","pdf_url":"https://academic.oup.com/bib/article-pdf/26/1/bbaf063/61947319/bbaf063.pdf","source":{"id":"https://openalex.org/S91767247","display_name":"Briefings in Bioinformatics","issn_l":"1467-5463","issn":["1467-5463","1477-4054"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Briefings in Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3510917025","display_name":null,"funder_award_id":"2022R1","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4069871152","display_name":null,"funder_award_id":"2020R1A2C2005612","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G4205419206","display_name":null,"funder_award_id":"2020R1A2C2005612","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G4910795082","display_name":null,"funder_award_id":"2022R1G1A1004613","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6073835783","display_name":null,"funder_award_id":"2020R1A2C2005612","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4407760210.pdf","grobid_xml":"https://content.openalex.org/works/W4407760210.grobid-xml"},"referenced_works_count":53,"referenced_works":["https://openalex.org/W1971057981","https://openalex.org/W1989568035","https://openalex.org/W2004078197","https://openalex.org/W2065340354","https://openalex.org/W2070339716","https://openalex.org/W2072258885","https://openalex.org/W2097324844","https://openalex.org/W2124748744","https://openalex.org/W2126610341","https://openalex.org/W2133564696","https://openalex.org/W2136680615","https://openalex.org/W2154302236","https://openalex.org/W2286667211","https://openalex.org/W2549518011","https://openalex.org/W2612517884","https://openalex.org/W2796559433","https://openalex.org/W2896699990","https://openalex.org/W2904497009","https://openalex.org/W2906046752","https://openalex.org/W2939074261","https://openalex.org/W2947161758","https://openalex.org/W2952935243","https://openalex.org/W3012929814","https://openalex.org/W3117695338","https://openalex.org/W3118324533","https://openalex.org/W3126232929","https://openalex.org/W3133473745","https://openalex.org/W3146366485","https://openalex.org/W3159800610","https://openalex.org/W3167544982","https://openalex.org/W3180037578","https://openalex.org/W3184758653","https://openalex.org/W3185541898","https://openalex.org/W3202351033","https://openalex.org/W3207188103","https://openalex.org/W3209875211","https://openalex.org/W3210257016","https://openalex.org/W3210982033","https://openalex.org/W3212165588","https://openalex.org/W4213068753","https://openalex.org/W4226058858","https://openalex.org/W4283733459","https://openalex.org/W4286210822","https://openalex.org/W4288077611","https://openalex.org/W4311761046","https://openalex.org/W4312193339","https://openalex.org/W4361277813","https://openalex.org/W4385684243","https://openalex.org/W4386390620","https://openalex.org/W6648162896","https://openalex.org/W6679434410","https://openalex.org/W6763618794","https://openalex.org/W6764680637"],"related_works":["https://openalex.org/W2902329290","https://openalex.org/W2169344098","https://openalex.org/W2139872319","https://openalex.org/W2052355316","https://openalex.org/W2046964473","https://openalex.org/W2107880877","https://openalex.org/W2151182744","https://openalex.org/W2921336251","https://openalex.org/W2944524138","https://openalex.org/W2024490794"],"abstract_inverted_index":{"Anomalous":[0],"DNA":[1,19,107],"methylation":[2,20,49,170],"has":[3],"wide-ranging":[4],"implications,":[5],"spanning":[6],"from":[7,79],"neurological":[8],"disorders":[9],"to":[10,27,99],"cancer":[11],"and":[12,30,93,103,110,131,145],"cardiovascular":[13],"complications.":[14],"Current":[15],"methods":[16],"for":[17,150,166],"single-cell":[18],"analysis":[21],"face":[22],"limitations":[23],"in":[24,51,142,154],"coverage,":[25],"leading":[26],"information":[28,78],"loss":[29],"hampering":[31],"our":[32,140],"understanding":[33],"of":[34,40,46,60,63,106,139,161,169,172],"disease":[35],"associations.":[36],"The":[37,134],"primary":[38],"goal":[39],"this":[41],"study":[42,98],"is":[43],"the":[44,57,64,101,137,159],"imputation":[45],"CpG":[47,58,151,173],"site":[48,152],"states":[50,59,171],"a":[52,73,89,95,118,147],"given":[53],"cell":[54],"by":[55],"leveraging":[56],"other":[61],"cells":[62],"same":[65],"type.":[66],"To":[67],"address":[68],"this,":[69],"we":[70,87],"introduce":[71],"CpGFuse,":[72,116],"novel":[74],"methodology":[75],"that":[76],"combines":[77],"diverse":[80],"genomic":[81,164],"features.":[82,112],"Leveraging":[83],"two":[84],"benchmark":[85],"datasets,":[86],"employed":[88],"careful":[90],"preprocessing":[91],"approach":[92,141],"conducted":[94],"comprehensive":[96],"ablation":[97],"assess":[100],"individual":[102],"collective":[104],"contributions":[105],"sequence,":[108],"intercellular,":[109],"intracellular":[111],"Our":[113],"proposed":[114],"model,":[115],"employs":[117],"convolutional":[119],"neural":[120],"network":[121],"with":[122],"an":[123],"attention":[124],"mechanism,":[125],"surpassing":[126],"existing":[127],"models":[128],"across":[129],"HCCs":[130],"HepG2":[132],"datasets.":[133],"results":[135],"highlight":[136],"effectiveness":[138],"enhancing":[143],"accuracy":[144],"providing":[146],"robust":[148],"tool":[149],"prediction":[153],"genomics.":[155],"CpGFuse's":[156],"success":[157],"underscores":[158],"importance":[160],"integrating":[162],"multiple":[163],"features":[165],"accurate":[167],"identification":[168],"site.":[174]},"counts_by_year":[],"updated_date":"2026-04-14T08:04:32.555800","created_date":"2025-10-10T00:00:00"}