{"id":"https://openalex.org/W7160559674","doi":"https://doi.org/10.1007/s10822-026-00825-2","title":"NeuroPred-GMC: a dual-branch deep learning architecture for neuropeptide prediction based on gated dilated convolutional network and multi-scale convolutional network","display_name":"NeuroPred-GMC: a dual-branch deep learning architecture for neuropeptide prediction based on gated dilated convolutional network and multi-scale convolutional network","publication_year":2026,"publication_date":"2026-05-08","ids":{"openalex":"https://openalex.org/W7160559674","doi":"https://doi.org/10.1007/s10822-026-00825-2","pmid":"https://pubmed.ncbi.nlm.nih.gov/42098517"},"language":"en","primary_location":{"id":"doi:10.1007/s10822-026-00825-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10822-026-00825-2","pdf_url":null,"source":{"id":"https://openalex.org/S64621741","display_name":"Journal of Computer-Aided Molecular Design","issn_l":"0920-654X","issn":["0920-654X","1573-4951"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer-Aided Molecular Design","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5135587373","display_name":"Yunyun Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yunyun Liang","raw_affiliation_strings":["School of Science, Xi'an Polytechnic University, Xi'an, 710048, People's Republic of China. yunyunliang88@163.com"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Xi'an Polytechnic University, Xi'an, 710048, People's Republic of China. yunyunliang88@163.com","institution_ids":["https://openalex.org/I27599042"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079159461","display_name":"Mengyi Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I27599042","display_name":"Xi'an Polytechnic University","ror":"https://ror.org/03442p831","country_code":"CN","type":"education","lineage":["https://openalex.org/I27599042"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyi Cao","raw_affiliation_strings":["School of Science, Xi'an Polytechnic University, Xi'an, 710048, People's Republic of China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Science, Xi'an Polytechnic University, Xi'an, 710048, People's Republic of China","institution_ids":["https://openalex.org/I27599042"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5135587373"],"corresponding_institution_ids":["https://openalex.org/I27599042"],"apc_list":{"value":2890,"currency":"EUR","value_usd":3690},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.9210194,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":"40","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.795799970626831,"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":0.795799970626831,"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/T11178","display_name":"Receptor Mechanisms and Signaling","score":0.04479999840259552,"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/T11103","display_name":"Antimicrobial Peptides and Activities","score":0.03269999846816063,"subfield":{"id":"https://openalex.org/subfields/2404","display_name":"Microbiology"},"field":{"id":"https://openalex.org/fields/24","display_name":"Immunology and Microbiology"},"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":0.7529000043869019},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6438000202178955},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5537999868392944},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5407999753952026},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.49729999899864197},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.46959999203681946},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.46709999442100525},{"id":"https://openalex.org/keywords/network-architecture","display_name":"Network architecture","score":0.3797000050544739}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7529000043869019},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7297999858856201},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7268000245094299},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6438000202178955},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5537999868392944},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5407999753952026},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.49729999899864197},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.46959999203681946},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.46709999442100525},{"id":"https://openalex.org/C193415008","wikidata":"https://www.wikidata.org/wiki/Q639681","display_name":"Network architecture","level":2,"score":0.3797000050544739},{"id":"https://openalex.org/C157899210","wikidata":"https://www.wikidata.org/wiki/Q1395022","display_name":"Convolutional code","level":3,"score":0.3644999861717224},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.35030001401901245},{"id":"https://openalex.org/C118303440","wikidata":"https://www.wikidata.org/wiki/Q419968","display_name":"Neuropeptide","level":3,"score":0.3334999978542328},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32019999623298645},{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.2791999876499176},{"id":"https://openalex.org/C19071747","wikidata":"https://www.wikidata.org/wiki/Q1755207","display_name":"Receptive field","level":2,"score":0.2709999978542328},{"id":"https://openalex.org/C2778827112","wikidata":"https://www.wikidata.org/wiki/Q22245680","display_name":"Feature engineering","level":3,"score":0.2635999917984009},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.26190000772476196},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.26109999418258667},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.25450000166893005}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009479","descriptor_name":"Neuropeptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1007/s10822-026-00825-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10822-026-00825-2","pdf_url":null,"source":{"id":"https://openalex.org/S64621741","display_name":"Journal of Computer-Aided Molecular Design","issn_l":"0920-654X","issn":["0920-654X","1573-4951"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computer-Aided Molecular Design","raw_type":"journal-article"},{"id":"pmid:42098517","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42098517","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":"Journal of computer-aided molecular design","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1692094660","display_name":null,"funder_award_id":"12101480","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1976221811","https://openalex.org/W1976309152","https://openalex.org/W1983648082","https://openalex.org/W1985394121","https://openalex.org/W1987212298","https://openalex.org/W1996238403","https://openalex.org/W2010996478","https://openalex.org/W2030026428","https://openalex.org/W2095155717","https://openalex.org/W2097117768","https://openalex.org/W2124917755","https://openalex.org/W2170747616","https://openalex.org/W2192203593","https://openalex.org/W2395739303","https://openalex.org/W2415230298","https://openalex.org/W2490270993","https://openalex.org/W2517985709","https://openalex.org/W2793496706","https://openalex.org/W2922873188","https://openalex.org/W2949676527","https://openalex.org/W2951959332","https://openalex.org/W2999615587","https://openalex.org/W3035032764","https://openalex.org/W3038400530","https://openalex.org/W3047310964","https://openalex.org/W3105146463","https://openalex.org/W3112376646","https://openalex.org/W3160988990","https://openalex.org/W3177500196","https://openalex.org/W4221099083","https://openalex.org/W4292678539","https://openalex.org/W4319333906","https://openalex.org/W4327550249","https://openalex.org/W4396873165","https://openalex.org/W4402585620","https://openalex.org/W4408568272","https://openalex.org/W4409631058","https://openalex.org/W4410996346","https://openalex.org/W4413324825","https://openalex.org/W7118196115"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-09T06:09:20.037420","created_date":"2026-05-08T00:00:00"}
