{"id":"https://openalex.org/W4205161534","doi":"https://doi.org/10.1145/3473258.3473280","title":"The Present and Future Perspective of Deep Learning in Genomics","display_name":"The Present and Future Perspective of Deep Learning in Genomics","publication_year":2021,"publication_date":"2021-05-21","ids":{"openalex":"https://openalex.org/W4205161534","doi":"https://doi.org/10.1145/3473258.3473280"},"language":"en","primary_location":{"id":"doi:10.1145/3473258.3473280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3473258.3473280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Bioinformatics and Biomedical Technology","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101651173","display_name":"Haoyan Wang","orcid":"https://orcid.org/0000-0001-7688-5915"},"institutions":[{"id":"https://openalex.org/I70983195","display_name":"Syracuse University","ror":"https://ror.org/025r5qe02","country_code":"US","type":"education","lineage":["https://openalex.org/I70983195"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Haoyan Wang","raw_affiliation_strings":["Syracuse University, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Syracuse University, USA","institution_ids":["https://openalex.org/I70983195"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5101651173"],"corresponding_institution_ids":["https://openalex.org/I70983195"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27763379,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"141","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.998199999332428,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.998199999332428,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.995199978351593,"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/T13937","display_name":"Genetics, Bioinformatics, and Biomedical Research","score":0.9926999807357788,"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/genomics","display_name":"Genomics","score":0.8580969572067261},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7340035438537598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5875703692436218},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5611473917961121},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.5477256178855896},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.5177499651908875},{"id":"https://openalex.org/keywords/functional-genomics","display_name":"Functional genomics","score":0.4351716637611389},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.35615360736846924},{"id":"https://openalex.org/keywords/genome","display_name":"Genome","score":0.2417968213558197},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.19649502635002136},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.09675559401512146},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.0849568247795105}],"concepts":[{"id":"https://openalex.org/C189206191","wikidata":"https://www.wikidata.org/wiki/Q222046","display_name":"Genomics","level":4,"score":0.8580969572067261},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7340035438537598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5875703692436218},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5611473917961121},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.5477256178855896},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.5177499651908875},{"id":"https://openalex.org/C161078062","wikidata":"https://www.wikidata.org/wiki/Q1068690","display_name":"Functional genomics","level":5,"score":0.4351716637611389},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.35615360736846924},{"id":"https://openalex.org/C141231307","wikidata":"https://www.wikidata.org/wiki/Q7020","display_name":"Genome","level":3,"score":0.2417968213558197},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.19649502635002136},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.09675559401512146},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0849568247795105}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3473258.3473280","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3473258.3473280","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Bioinformatics and Biomedical Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1554187497","https://openalex.org/W1630861040","https://openalex.org/W2136922672","https://openalex.org/W2151103935","https://openalex.org/W2156226201","https://openalex.org/W2333207005","https://openalex.org/W2514534732","https://openalex.org/W2766812108","https://openalex.org/W2770808765","https://openalex.org/W2888258099","https://openalex.org/W2932524182","https://openalex.org/W2947590214","https://openalex.org/W2951092885","https://openalex.org/W2968912020","https://openalex.org/W3009142625","https://openalex.org/W3102751229","https://openalex.org/W4248144637","https://openalex.org/W4251915022","https://openalex.org/W4255852734"],"related_works":["https://openalex.org/W2360935227","https://openalex.org/W2364993072","https://openalex.org/W2115576822","https://openalex.org/W2356429006","https://openalex.org/W2380568150","https://openalex.org/W2385787406","https://openalex.org/W2155595079","https://openalex.org/W4362472570","https://openalex.org/W2411510900","https://openalex.org/W2263355832"],"abstract_inverted_index":{"As":[0],"high-throughput":[1],"sequencing":[2],"technologies":[3],"and":[4,20,66,81],"human":[5],"genomics":[6,63,73,88,106],"have":[7],"developed":[8],"rapidly,":[9],"there":[10],"are":[11,64,74,89],"vast":[12,30],"amounts":[13,31],"of":[14,32,69,84,99],"genomic":[15,33],"data":[16,45],"to":[17,25],"be":[18],"generated":[19],"analyzed.":[21],"It":[22],"is":[23,79],"significant":[24],"discover":[26],"valuable":[27],"information":[28],"from":[29],"data.":[34],"Deep":[35],"learning,":[36],"which":[37],"can":[38],"identify":[39],"highly":[40],"complex":[41],"patterns":[42],"in":[43,51,62,72,87],"large":[44],"sets,":[46],"created":[47],"an":[48],"unprecedented":[49],"momentum":[50],"bioinformatics.":[52],"In":[53],"this":[54],"paper,":[55],"several":[56],"popular":[57],"deep":[58,70,85,101],"learning":[59,71,86,102],"models":[60,103],"used":[61],"described,":[65],"the":[67,77,95],"applications":[68],"introduced.":[75],"Finally,":[76],"conclusion":[78],"drawn,":[80],"future":[82],"perspectives":[83],"discussed.":[90],"This":[91],"paper":[92],"will":[93],"lay":[94],"foundation":[96],"for":[97,105],"selection":[98],"appropriate":[100],"applied":[104],"study.":[107]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
