{"id":"https://openalex.org/W4200623709","doi":"https://doi.org/10.1145/3487027","title":"2021 8th International Conference on Bioinformatics Research and Applications","display_name":"2021 8th International Conference on Bioinformatics Research and Applications","publication_year":2021,"publication_date":"2021-09-11","ids":{"openalex":"https://openalex.org/W4200623709","doi":"https://doi.org/10.1145/3487027"},"language":"en","primary_location":{"id":"doi:10.1145/3487027","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"},"type":"paratext","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":true,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.8808000087738037,"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/T11289","display_name":"Single-cell and spatial transcriptomics","score":0.8808000087738037,"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/dropout","display_name":"Dropout (neural networks)","score":0.657971203327179},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5760552883148193},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.4154670834541321},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.32575133442878723},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.23376956582069397},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1566585898399353}],"concepts":[{"id":"https://openalex.org/C2776145597","wikidata":"https://www.wikidata.org/wiki/Q25339462","display_name":"Dropout (neural networks)","level":2,"score":0.657971203327179},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5760552883148193},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.4154670834541321},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.32575133442878723},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.23376956582069397},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1566585898399353}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3487027","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3487027","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":null,"raw_type":"proceedings"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3082178636","https://openalex.org/W1521968289","https://openalex.org/W2782041652","https://openalex.org/W2952088488","https://openalex.org/W2392157706","https://openalex.org/W2599192953","https://openalex.org/W2612657834","https://openalex.org/W2481230473","https://openalex.org/W2792147139"],"abstract_inverted_index":{"The":[0],"main":[1],"challenge":[2],"of":[3,34],"single-cell":[4],"RNA":[5],"sequencing":[6],"(scRNA-seq)":[7],"studies":[8],"arises":[9],"from":[10],"the":[11,21],"large":[12],"data":[13],"sizes":[14],"and":[15],"various":[16],"technical":[17],"noises":[18],"such":[19],"as":[20],"excess":[22],"zero":[23],"counts":[24],"within":[25],"individual":[26],"cells":[27],"(called":[28],"dropout":[29],"events).":[30],"This":[31],"inaccurate":[32],"measurement":[33],"gene":[35],"...":[36]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}