{"id":"https://openalex.org/W2083416546","doi":"https://doi.org/10.1186/1471-2105-8-263","title":"Analysis and prediction of antibacterial peptides","display_name":"Analysis and prediction of antibacterial peptides","publication_year":2007,"publication_date":"2007-07-23","ids":{"openalex":"https://openalex.org/W2083416546","doi":"https://doi.org/10.1186/1471-2105-8-263","mag":"2083416546","pmid":"https://pubmed.ncbi.nlm.nih.gov/17645800"},"language":"en","primary_location":{"id":"doi:10.1186/1471-2105-8-263","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-263","pdf_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-8-263.pdf","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-8-263.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5080423374","display_name":"Sneh Lata","orcid":"https://orcid.org/0000-0002-9359-6098"},"institutions":[{"id":"https://openalex.org/I4210147764","display_name":"Institute of Microbial Technology","ror":"https://ror.org/055rjs771","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I4210147764","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sneh Lata","raw_affiliation_strings":["Institute of Microbial Technology, Sector39A, Chandigarh, India. sneh@imtech.res.in","Institute of Microbial Technology, Sector39A, Chandigarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microbial Technology, Sector39A, Chandigarh, India. sneh@imtech.res.in","institution_ids":["https://openalex.org/I4210147764"]},{"raw_affiliation_string":"Institute of Microbial Technology, Sector39A, Chandigarh, India","institution_ids":["https://openalex.org/I4210147764"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056137647","display_name":"BK Sharma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147764","display_name":"Institute of Microbial Technology","ror":"https://ror.org/055rjs771","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I4210147764","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"BK Sharma","raw_affiliation_strings":["Institute of Microbial Technology, Sector39A, Chandigarh, India","Institute of Microbial Technology, Chandigarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microbial Technology, Sector39A, Chandigarh, India","institution_ids":["https://openalex.org/I4210147764"]},{"raw_affiliation_string":"Institute of Microbial Technology, Chandigarh, India","institution_ids":["https://openalex.org/I4210147764"]}]},{"author_position":"last","author":{"id":null,"display_name":"GPS Raghava","orcid":null},"institutions":[{"id":"https://openalex.org/I4210147764","display_name":"Institute of Microbial Technology","ror":"https://ror.org/055rjs771","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I4210134808","https://openalex.org/I4210147764","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"GPS Raghava","raw_affiliation_strings":["Institute of Microbial Technology, Sector39A, Chandigarh, India","Institute of Microbial Technology, Chandigarh, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Microbial Technology, Sector39A, Chandigarh, India","institution_ids":["https://openalex.org/I4210147764"]},{"raw_affiliation_string":"Institute of Microbial Technology, Chandigarh, India","institution_ids":["https://openalex.org/I4210147764"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210147764"],"apc_list":{"value":2790,"currency":"USD","value_usd":2790},"apc_paid":{"value":2790,"currency":"USD","value_usd":2790},"fwci":4.364,"has_fulltext":true,"cited_by_count":301,"citation_normalized_percentile":{"value":0.94913903,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"8","issue":"1","first_page":"263","last_page":"263"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11103","display_name":"Antimicrobial Peptides and Activities","score":0.89410001039505,"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"}},"topics":[{"id":"https://openalex.org/T11103","display_name":"Antimicrobial Peptides and Activities","score":0.89410001039505,"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"}},{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.05530000105500221,"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/T11561","display_name":"Protein Hydrolysis and Bioactive Peptides","score":0.015300000086426735,"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/antibacterial-peptide","display_name":"Antibacterial peptide","score":0.8659728765487671},{"id":"https://openalex.org/keywords/antibacterial-activity","display_name":"Antibacterial activity","score":0.6496068239212036},{"id":"https://openalex.org/keywords/peptide","display_name":"Peptide","score":0.6470479965209961},{"id":"https://openalex.org/keywords/antimicrobial-peptides","display_name":"Antimicrobial peptides","score":0.6081709861755371},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5985003709793091},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.5262799859046936},{"id":"https://openalex.org/keywords/amino-acid","display_name":"Amino acid","score":0.45798057317733765},{"id":"https://openalex.org/keywords/peptide-sequence","display_name":"Peptide sequence","score":0.4547731876373291},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.42035558819770813},{"id":"https://openalex.org/keywords/biochemistry","display_name":"Biochemistry","score":0.3716738820075989},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.3676225244998932},{"id":"https://openalex.org/keywords/combinatorial-chemistry","display_name":"Combinatorial chemistry","score":0.3622742295265198},{"id":"https://openalex.org/keywords/bacteria","display_name":"Bacteria","score":0.3384282886981964},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3243630826473236},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.2766435742378235},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.0869118869304657}],"concepts":[{"id":"https://openalex.org/C2993778972","wikidata":"https://www.wikidata.org/wiki/Q1201508","display_name":"Antibacterial peptide","level":4,"score":0.8659728765487671},{"id":"https://openalex.org/C2780104969","wikidata":"https://www.wikidata.org/wiki/Q4774530","display_name":"Antibacterial activity","level":3,"score":0.6496068239212036},{"id":"https://openalex.org/C2779281246","wikidata":"https://www.wikidata.org/wiki/Q172847","display_name":"Peptide","level":2,"score":0.6470479965209961},{"id":"https://openalex.org/C540938839","wikidata":"https://www.wikidata.org/wiki/Q1201508","display_name":"Antimicrobial peptides","level":3,"score":0.6081709861755371},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5985003709793091},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.5262799859046936},{"id":"https://openalex.org/C515207424","wikidata":"https://www.wikidata.org/wiki/Q8066","display_name":"Amino acid","level":2,"score":0.45798057317733765},{"id":"https://openalex.org/C167625842","wikidata":"https://www.wikidata.org/wiki/Q899763","display_name":"Peptide sequence","level":3,"score":0.4547731876373291},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.42035558819770813},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.3716738820075989},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.3676225244998932},{"id":"https://openalex.org/C21951064","wikidata":"https://www.wikidata.org/wiki/Q899212","display_name":"Combinatorial chemistry","level":1,"score":0.3622742295265198},{"id":"https://openalex.org/C523546767","wikidata":"https://www.wikidata.org/wiki/Q10876","display_name":"Bacteria","level":2,"score":0.3384282886981964},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3243630826473236},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.2766435742378235},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0869118869304657},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000595","descriptor_name":"Amino Acid Sequence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003198","descriptor_name":"Computer Simulation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008956","descriptor_name":"Models, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008956","descriptor_name":"Models, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008956","descriptor_name":"Models, Chemical","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008969","descriptor_name":"Molecular Sequence Data","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017386","descriptor_name":"Sequence Homology, Amino Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017386","descriptor_name":"Sequence Homology, Amino Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017386","descriptor_name":"Sequence Homology, Amino Acid","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017434","descriptor_name":"Protein Structure, Tertiary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017434","descriptor_name":"Protein Structure, Tertiary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017434","descriptor_name":"Protein Structure, Tertiary","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D020539","descriptor_name":"Sequence Analysis, Protein","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D023181","descriptor_name":"Antimicrobial Cationic Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D023181","descriptor_name":"Antimicrobial Cationic Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D023181","descriptor_name":"Antimicrobial Cationic Peptides","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false}],"locations_count":4,"locations":[{"id":"doi:10.1186/1471-2105-8-263","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-263","pdf_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-8-263.pdf","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},{"id":"pmid:17645800","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/17645800","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":"BMC bioinformatics","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:2041956","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/2041956","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"BMC Bioinformatics","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:9b1049121afd4d3cb9f0af64b2e1b035","is_oa":false,"landing_page_url":"https://doaj.org/article/9b1049121afd4d3cb9f0af64b2e1b035","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"BMC Bioinformatics, Vol 8, Iss 1, p 263 (2007)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/1471-2105-8-263","is_oa":true,"landing_page_url":"https://doi.org/10.1186/1471-2105-8-263","pdf_url":"https://link.springer.com/content/pdf/10.1186/1471-2105-8-263.pdf","source":{"id":"https://openalex.org/S19032547","display_name":"BMC Bioinformatics","issn_l":"1471-2105","issn":["1471-2105"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320256","host_organization_name":"BioMed Central","host_organization_lineage":["https://openalex.org/P4310320256","https://openalex.org/P4310319965"],"host_organization_lineage_names":["BioMed Central","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"BMC Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.5600000023841858}],"awards":[],"funders":[{"id":"https://openalex.org/F4320320717","display_name":"Department of Biotechnology, Ministry of Science and Technology, India","ror":"https://ror.org/03tjsyq23"},{"id":"https://openalex.org/F4320320721","display_name":"Council of Scientific and Industrial Research, India","ror":"https://ror.org/021wm7p51"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2083416546.pdf","grobid_xml":"https://content.openalex.org/works/W2083416546.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W63034058","https://openalex.org/W1487871178","https://openalex.org/W1504680783","https://openalex.org/W1514282028","https://openalex.org/W1576520375","https://openalex.org/W1604938182","https://openalex.org/W1967747511","https://openalex.org/W1968713178","https://openalex.org/W1997200187","https://openalex.org/W2003897459","https://openalex.org/W2014927061","https://openalex.org/W2015770408","https://openalex.org/W2023028104","https://openalex.org/W2039694750","https://openalex.org/W2040693618","https://openalex.org/W2041877620","https://openalex.org/W2045755637","https://openalex.org/W2046704370","https://openalex.org/W2050469283","https://openalex.org/W2057198053","https://openalex.org/W2060306551","https://openalex.org/W2074531218","https://openalex.org/W2079375923","https://openalex.org/W2089175291","https://openalex.org/W2097874743","https://openalex.org/W2115622227","https://openalex.org/W2131192673","https://openalex.org/W2166290770","https://openalex.org/W2168519444","https://openalex.org/W2170003281","https://openalex.org/W2171781500","https://openalex.org/W2244624726","https://openalex.org/W2589173960","https://openalex.org/W2753607000","https://openalex.org/W4244732422","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2387731647","https://openalex.org/W2354214183","https://openalex.org/W2385803481","https://openalex.org/W2364756590","https://openalex.org/W2150087752","https://openalex.org/W1909802592","https://openalex.org/W2390509371","https://openalex.org/W2376972434","https://openalex.org/W2098498035","https://openalex.org/W3049379709"],"abstract_inverted_index":{"BACKGROUND:":[0],"Antibacterial":[1],"peptides":[2,106,123,273],"are":[3,81],"important":[4],"components":[5],"of":[6,21,62,79,142,163,192],"the":[7,13,25,29,60,90,115,149,199,247,255,262,267,303,319],"innate":[8],"immune":[9],"system,":[10],"used":[11,119,153],"by":[12,275],"host":[14],"to":[15,58,99,240,258,297,301,317],"protect":[16],"itself":[17],"from":[18,51,109,243],"different":[19],"types":[20,78],"pathogenic":[22],"bacteria.":[23,307],"Over":[24],"last":[26],"few":[27],"decades,":[28],"search":[30],"for":[31,103,120,154,230],"new":[32],"drugs":[33],"and":[34,92,132,145,166,171,177,184,195,235,277],"drug":[35],"targets":[36],"has":[37,313],"prompted":[38],"an":[39,140,161,190,218],"interest":[40],"in":[41,56,69,85,107,139,160,202,253,270,279,287],"these":[42,70,259],"antibacterial":[43,48,86,105,122,225,256,272,290],"peptides.":[44,71,245,260],"We":[45],"analyzed":[46],"486":[47],"peptides,":[49,87,226,291],"obtained":[50],"antimicrobial":[52],"peptide":[53],"database":[54],"APD,":[55],"order":[57],"understand":[59],"preference":[61,229],"amino":[63,111],"acid":[64,112],"residues":[65,80,117,151,232],"at":[66,89,233,325],"specific":[67],"positions":[68],"RESULTS:":[72],"It":[73],"was":[74],"observed":[75],"that":[76,280],"certain":[77,231],"preferred":[82],"over":[83],"others":[84],"particularly":[88],"N":[91,183,234],"C":[93,185,236],"terminus.":[94],"These":[95,212],"observations":[96],"encouraged":[97],"us":[98],"develop":[100],"a":[101,250,299],"method":[102],"predicting":[104,121,271],"proteins":[108],"their":[110],"sequence.":[113],"First,":[114],"N-terminal":[116],"were":[118,152,180,205,214],"using":[124,168,182,207],"Artificial":[125],"Neural":[126],"Network":[127],"(ANN),":[128],"Quantitative":[129],"Matrices":[130],"(QM)":[131],"Support":[133],"Vector":[134],"Machine":[135],"(SVM),":[136],"which":[137,158,188,238,292,322],"resulted":[138,159],"accuracy":[141,162,191],"83.63%,":[143],"84.78%":[144],"87.85%,":[146],"respectively.":[147,173,197],"Then,":[148],"C-terminal":[150],"developing":[155],"prediction":[156],"methods,":[157],"77.34%,":[164],"82.03%":[165],"85.16%":[167],"ANN,":[169,175,278],"QM":[170,176,276],"SVM,":[172],"Finally,":[174],"SVM":[178,265],"models":[179,200,213],"developed":[181,201,316],"terminal":[186],"residues,":[187],"achieved":[189],"88.17%,":[193],"90.37%":[194],"92.11%,":[196],"All":[198],"this":[203],"study":[204],"evaluated":[206],"five-fold":[208],"cross":[209],"validation":[210],"technique.":[211],"also":[215,314],"tested":[216],"on":[217],"independent":[219],"or":[220],"blind":[221],"dataset.":[222],"CONCLUSION:":[223],"Among":[224,261],"there":[227],"is":[228,323],"termini,":[237],"helps":[239],"demarcate":[241],"them":[242],"non-antibacterial":[244],"Both":[246],"termini":[248],"play":[249],"crucial":[251],"role":[252],"imparting":[254],"property":[257],"methods":[263],"developed,":[264],"shows":[266],"best":[268],"performance":[269],"followed":[274],"order.":[281],"AntiBP":[282],"(Antibacterial":[283],"peptides)":[284],"will":[285,295],"help":[286,318],"discovering":[288],"efficacious":[289],"we":[293],"hope":[294],"prove":[296],"be":[298],"boon":[300],"combat":[302],"dreadful":[304],"antibiotic":[305],"resistant":[306],"A":[308],"user":[309],"friendly":[310],"web":[311],"server":[312],"been":[315],"biological":[320],"community,":[321],"accessible":[324],"http://www.imtech.res.in/raghava/antibp/.":[326]},"counts_by_year":[{"year":2026,"cited_by_count":13},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":24},{"year":2023,"cited_by_count":22},{"year":2022,"cited_by_count":27},{"year":2021,"cited_by_count":34},{"year":2020,"cited_by_count":20},{"year":2019,"cited_by_count":20},{"year":2018,"cited_by_count":22},{"year":2017,"cited_by_count":13},{"year":2016,"cited_by_count":14},{"year":2015,"cited_by_count":16},{"year":2014,"cited_by_count":9},{"year":2013,"cited_by_count":14},{"year":2012,"cited_by_count":15}],"updated_date":"2026-08-15T07:11:24.734988","created_date":"2025-10-10T00:00:00"}
