{"id":"https://openalex.org/W4312622844","doi":"https://doi.org/10.1007/978-3-031-21175-1_7","title":"Identifying Large Scale Conformational Changes in\u00a0Proteins Through Distance Maps and\u00a0Convolutional Networks","display_name":"Identifying Large Scale Conformational Changes in\u00a0Proteins Through Distance Maps and\u00a0Convolutional Networks","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4312622844","doi":"https://doi.org/10.1007/978-3-031-21175-1_7"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-21175-1_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21175-1_7","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/A5010805715","display_name":"Lucas Moraes dos Santos","orcid":"https://orcid.org/0000-0003-4214-1576"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Lucas Moraes dos Santos","raw_affiliation_strings":["Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":"https://orcid.org/0000-0003-4214-1576","affiliations":[{"raw_affiliation_string":"Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069672238","display_name":"Raquel C. de Melo-Minardi","orcid":"https://orcid.org/0000-0001-5190-100X"},"institutions":[{"id":"https://openalex.org/I110200422","display_name":"Universidade Federal de Minas Gerais","ror":"https://ror.org/0176yjw32","country_code":"BR","type":"education","lineage":["https://openalex.org/I110200422"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Raquel C. de Melo Minardi","raw_affiliation_strings":["Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","Universidade Federal de Minas Gerais, Belo Horizonte, Brazil","Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Brazil","Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Brazil"],"raw_orcid":"https://orcid.org/0000-0001-5190-100X","affiliations":[{"raw_affiliation_string":"Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Minas Gerais, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Universidade Federal de Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Biochemistry and Immunology, Federal University of Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]},{"raw_affiliation_string":"Department of Computer Science, Federal University of Minas Gerais, Belo Horizonte, Brazil","institution_ids":["https://openalex.org/I110200422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010805715"],"corresponding_institution_ids":["https://openalex.org/I110200422"],"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":0.3728872,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"56","last_page":"67"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9993000030517578,"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":0.9993000030517578,"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/T10211","display_name":"Computational Drug Discovery Methods","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12576","display_name":"vaccines and immunoinformatics approaches","score":0.9871000051498413,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.704136848449707},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6769086122512817},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.6458320021629333},{"id":"https://openalex.org/keywords/conformational-change","display_name":"Conformational change","score":0.5852384567260742},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5700798630714417},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.49942803382873535},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48198407888412476},{"id":"https://openalex.org/keywords/protein-structure","display_name":"Protein structure","score":0.4581441581249237},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4530104100704193},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.42587733268737793},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4137806296348572},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3918303847312927},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3740893006324768},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.3595808744430542},{"id":"https://openalex.org/keywords/biophysics","display_name":"Biophysics","score":0.23141875863075256},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.20879867672920227},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.1354203224182129},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.1161787211894989},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11519703269004822}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.704136848449707},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6769086122512817},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.6458320021629333},{"id":"https://openalex.org/C2777339483","wikidata":"https://www.wikidata.org/wiki/Q647203","display_name":"Conformational change","level":2,"score":0.5852384567260742},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5700798630714417},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.49942803382873535},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48198407888412476},{"id":"https://openalex.org/C47701112","wikidata":"https://www.wikidata.org/wiki/Q735188","display_name":"Protein structure","level":2,"score":0.4581441581249237},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4530104100704193},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.42587733268737793},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4137806296348572},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3918303847312927},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3740893006324768},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.3595808744430542},{"id":"https://openalex.org/C12554922","wikidata":"https://www.wikidata.org/wiki/Q7100","display_name":"Biophysics","level":1,"score":0.23141875863075256},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.20879867672920227},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.1354203224182129},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.1161787211894989},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11519703269004822},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-21175-1_7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-21175-1_7","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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W391985582","https://openalex.org/W423328302","https://openalex.org/W1836465849","https://openalex.org/W2002011878","https://openalex.org/W2030636483","https://openalex.org/W2102245393","https://openalex.org/W2128607364","https://openalex.org/W2130479394","https://openalex.org/W2147800946","https://openalex.org/W2163922914","https://openalex.org/W2271840356","https://openalex.org/W2311607323","https://openalex.org/W2418033038","https://openalex.org/W2503135644","https://openalex.org/W2944959599","https://openalex.org/W2964121744","https://openalex.org/W2997234557","https://openalex.org/W3000982932","https://openalex.org/W3001897055","https://openalex.org/W3003217347","https://openalex.org/W3003668884","https://openalex.org/W3008443627","https://openalex.org/W3009335299","https://openalex.org/W3016227741","https://openalex.org/W3020858853","https://openalex.org/W3100159300","https://openalex.org/W3177828909","https://openalex.org/W3186179742","https://openalex.org/W3211024740","https://openalex.org/W3216341763","https://openalex.org/W4205687621","https://openalex.org/W4283166323"],"related_works":["https://openalex.org/W4330338194","https://openalex.org/W2118758177","https://openalex.org/W2153520307","https://openalex.org/W2151459719","https://openalex.org/W623261610","https://openalex.org/W2036523811","https://openalex.org/W2358294942","https://openalex.org/W4367460280","https://openalex.org/W4328049145","https://openalex.org/W2010956452"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
