{"id":"https://openalex.org/W4387195369","doi":"https://doi.org/10.1007/978-3-031-43085-5_41","title":"A Deep Neural Network for\u00a0G-Quadruplexes Binding Proteins Classification","display_name":"A Deep Neural Network for\u00a0G-Quadruplexes Binding Proteins Classification","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4387195369","doi":"https://doi.org/10.1007/978-3-031-43085-5_41"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43085-5_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43085-5_41","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5014577770","display_name":"Francesco Di Luzio","orcid":"https://orcid.org/0009-0001-4279-3761"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Francesco Di Luzio","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067090345","display_name":"Alessandro Paiardini","orcid":"https://orcid.org/0000-0001-9078-7545"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Alessandro Paiardini","raw_affiliation_strings":["Department of Biochemical Sciences \u201cA. Rossi Fanelli\u201d, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Biochemical Sciences \"A. Rossi Fanelli\", University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Biochemical Sciences \u201cA. Rossi Fanelli\u201d, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Biochemical Sciences \"A. Rossi Fanelli\", University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092341986","display_name":"Federica Colonnese","orcid":"https://orcid.org/0009-0004-9081-3888"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Federica Colonnese","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052397999","display_name":"Antonello Rosato","orcid":"https://orcid.org/0000-0002-4371-5925"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Antonello Rosato","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5015796693","display_name":"Massimo Panella","orcid":"https://orcid.org/0000-0002-9876-1494"},"institutions":[{"id":"https://openalex.org/I861853513","display_name":"Sapienza University of Rome","ror":"https://ror.org/02be6w209","country_code":"IT","type":"education","lineage":["https://openalex.org/I861853513"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Massimo Panella","raw_affiliation_strings":["Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \u201cLa Sapienza\u201d, Rome, Italy","institution_ids":["https://openalex.org/I861853513"]},{"raw_affiliation_string":"Department of Information Engineering, Electronics and Telecommunications, University of Rome \"La Sapienza\", Rome, Italy","institution_ids":["https://openalex.org/I861853513"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5015796693"],"corresponding_institution_ids":["https://openalex.org/I861853513"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.43929661,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"517","last_page":"528"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10432","display_name":"DNA and Nucleic Acid Chemistry","score":0.9998000264167786,"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/T10432","display_name":"DNA and Nucleic Acid Chemistry","score":0.9998000264167786,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.9997000098228455,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9970999956130981,"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/computational-biology","display_name":"Computational biology","score":0.5789506435394287},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570324063301086},{"id":"https://openalex.org/keywords/nucleic-acid","display_name":"Nucleic acid","score":0.5050209164619446},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4418124854564667},{"id":"https://openalex.org/keywords/rna","display_name":"RNA","score":0.4353090524673462},{"id":"https://openalex.org/keywords/g-quadruplex","display_name":"G-quadruplex","score":0.4224492609500885},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.30852460861206055},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.19387277960777283},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.16365185379981995},{"id":"https://openalex.org/keywords/dna","display_name":"DNA","score":0.13002702593803406}],"concepts":[{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5789506435394287},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570324063301086},{"id":"https://openalex.org/C24107716","wikidata":"https://www.wikidata.org/wiki/Q123619","display_name":"Nucleic acid","level":2,"score":0.5050209164619446},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4418124854564667},{"id":"https://openalex.org/C67705224","wikidata":"https://www.wikidata.org/wiki/Q11053","display_name":"RNA","level":3,"score":0.4353090524673462},{"id":"https://openalex.org/C83762044","wikidata":"https://www.wikidata.org/wiki/Q411641","display_name":"G-quadruplex","level":3,"score":0.4224492609500885},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.30852460861206055},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.19387277960777283},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.16365185379981995},{"id":"https://openalex.org/C552990157","wikidata":"https://www.wikidata.org/wiki/Q7430","display_name":"DNA","level":2,"score":0.13002702593803406}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-43085-5_41","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43085-5_41","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:iris.uniroma1.it:11573/1691212","is_oa":false,"landing_page_url":"https://hdl.handle.net/11573/1691212","pdf_url":null,"source":{"id":"https://openalex.org/S4377196107","display_name":"IRIS Research product catalog (Sapienza University of Rome)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W969551692","https://openalex.org/W1914649288","https://openalex.org/W1946213733","https://openalex.org/W2013646237","https://openalex.org/W2026370504","https://openalex.org/W2027657574","https://openalex.org/W2072133788","https://openalex.org/W2075316517","https://openalex.org/W2098740506","https://openalex.org/W2123724498","https://openalex.org/W2138262142","https://openalex.org/W2178710328","https://openalex.org/W2179884409","https://openalex.org/W2516270033","https://openalex.org/W2558076170","https://openalex.org/W2745257241","https://openalex.org/W2792386469","https://openalex.org/W2891388683","https://openalex.org/W3000982932","https://openalex.org/W3003674510","https://openalex.org/W3010847297","https://openalex.org/W3022664215","https://openalex.org/W3097878558","https://openalex.org/W3147286443","https://openalex.org/W3155442940","https://openalex.org/W3203381531","https://openalex.org/W3215736054","https://openalex.org/W4283069545","https://openalex.org/W4306918625","https://openalex.org/W4327684982"],"related_works":["https://openalex.org/W1971444612","https://openalex.org/W1543504406","https://openalex.org/W633173308","https://openalex.org/W2383750441","https://openalex.org/W1572021523","https://openalex.org/W2802691951","https://openalex.org/W2061946247","https://openalex.org/W2135990064","https://openalex.org/W2991117911","https://openalex.org/W2998279145"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
