{"id":"https://openalex.org/W4394966912","doi":"https://doi.org/10.1109/jbhi.2024.3390246","title":"Subtask-Aware Representation Learning for Predicting Antibiotic Resistance Gene Properties via Gating-Controlled Mechanism","display_name":"Subtask-Aware Representation Learning for Predicting Antibiotic Resistance Gene Properties via Gating-Controlled Mechanism","publication_year":2024,"publication_date":"2024-04-19","ids":{"openalex":"https://openalex.org/W4394966912","doi":"https://doi.org/10.1109/jbhi.2024.3390246","pmid":"https://pubmed.ncbi.nlm.nih.gov/38640044"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3390246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3390246","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","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/A5079405950","display_name":"Weizhong Zhao","orcid":"https://orcid.org/0000-0001-8552-6084"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weizhong Zhao","raw_affiliation_strings":["Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","School of Computer, Central China Normal University, PR China"],"raw_orcid":"https://orcid.org/0000-0001-8552-6084","affiliations":[{"raw_affiliation_string":"Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013692094","display_name":"Junze Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junze Wu","raw_affiliation_strings":["Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","School of Computer, Central China Normal University, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044623601","display_name":"Shujie Luo","orcid":"https://orcid.org/0000-0002-3752-7477"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shujie Luo","raw_affiliation_strings":["Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","School of Computer, Central China Normal University, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113706284","display_name":"Xingpeng Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xingpeng Jiang","raw_affiliation_strings":["Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","School of Computer, Central China Normal University, PR China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102010131","display_name":"Tingting He","orcid":"https://orcid.org/0000-0001-7523-6550"},"institutions":[{"id":"https://openalex.org/I40963666","display_name":"Central China Normal University","ror":"https://ror.org/03x1jna21","country_code":"CN","type":"education","lineage":["https://openalex.org/I40963666"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tingting He","raw_affiliation_strings":["Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","School of Computer, Central China Normal University, PR China"],"raw_orcid":"https://orcid.org/0000-0001-7523-6550","affiliations":[{"raw_affiliation_string":"Hubei Provincial Key Laboratory of Artificial Intelligence and Smart Learning, Central China Normal University, Wuhan, China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"National Language Resources Monitoring & Research Center for network Media, Central China Normal University, Wuhan, PR China","institution_ids":["https://openalex.org/I40963666"]},{"raw_affiliation_string":"School of Computer, Central China Normal University, PR China","institution_ids":["https://openalex.org/I40963666"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101569679","display_name":"Xiaohua Hu","orcid":"https://orcid.org/0000-0002-4777-3022"},"institutions":[{"id":"https://openalex.org/I72816309","display_name":"Drexel University","ror":"https://ror.org/04bdffz58","country_code":"US","type":"education","lineage":["https://openalex.org/I72816309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohua Hu","raw_affiliation_strings":["College of Computing and Informatics, Drexel University, Philadelphia, PA, USA"],"raw_orcid":"https://orcid.org/0000-0002-4777-3022","affiliations":[{"raw_affiliation_string":"College of Computing and Informatics, Drexel University, Philadelphia, PA, USA","institution_ids":["https://openalex.org/I72816309"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":0.4668,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.5930865,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"28","issue":"7","first_page":"4348","last_page":"4360"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9977999925613403,"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/T10015","display_name":"Genomics and Phylogenetic Studies","score":0.9977999925613403,"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/T10147","display_name":"Antibiotic Resistance in Bacteria","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1313","display_name":"Molecular Medicine"},"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":0.9952999949455261,"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/mechanism","display_name":"Mechanism (biology)","score":0.7537039518356323},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6563068628311157},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5515673756599426},{"id":"https://openalex.org/keywords/gating","display_name":"Gating","score":0.5514538884162903},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45030179619789124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3597833812236786},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.34660589694976807},{"id":"https://openalex.org/keywords/neuroscience","display_name":"Neuroscience","score":0.13532140851020813},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.12825965881347656}],"concepts":[{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7537039518356323},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6563068628311157},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5515673756599426},{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.5514538884162903},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45030179619789124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3597833812236786},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.34660589694976807},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.13532140851020813},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.12825965881347656},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D000900","descriptor_name":"Anti-Bacterial Agents","qualifier_ui":"Q000494","qualifier_name":"pharmacology","is_major_topic":false},{"descriptor_ui":"D004352","descriptor_name":"Drug Resistance, Microbial","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004352","descriptor_name":"Drug Resistance, Microbial","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004352","descriptor_name":"Drug Resistance, Microbial","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004352","descriptor_name":"Drug Resistance, Microbial","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D004352","descriptor_name":"Drug Resistance, Microbial","qualifier_ui":"Q000235","qualifier_name":"genetics","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D019295","descriptor_name":"Computational Biology","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3390246","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3390246","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:38640044","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38640044","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":"IEEE journal of biomedical and health informatics","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G1307575636","display_name":"\u9762\u5411\u8111\u75be\u75c5\u7684\u4eba\u4f53\u80a0\u9053\u5fae\u751f\u7269\u7ec4\u5b66\u6570\u636e\u6316\u6398\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61932008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G235156935","display_name":null,"funder_award_id":"62372205","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":29,"referenced_works":["https://openalex.org/W1691012859","https://openalex.org/W1981276685","https://openalex.org/W2019293613","https://openalex.org/W2045204781","https://openalex.org/W2074555182","https://openalex.org/W2111858899","https://openalex.org/W2138952930","https://openalex.org/W2158714788","https://openalex.org/W2189116376","https://openalex.org/W2274004837","https://openalex.org/W2542768043","https://openalex.org/W2544493586","https://openalex.org/W2766352633","https://openalex.org/W2890223884","https://openalex.org/W2913340405","https://openalex.org/W2921872415","https://openalex.org/W2951274106","https://openalex.org/W2980789587","https://openalex.org/W2982014955","https://openalex.org/W2982531601","https://openalex.org/W3087318638","https://openalex.org/W3087931390","https://openalex.org/W3128120098","https://openalex.org/W3154851329","https://openalex.org/W4309666648","https://openalex.org/W4313214106","https://openalex.org/W4313525374","https://openalex.org/W6686723365","https://openalex.org/W6769337078"],"related_works":["https://openalex.org/W2031449089","https://openalex.org/W2112596406","https://openalex.org/W2125499229","https://openalex.org/W2072696177","https://openalex.org/W4387096269","https://openalex.org/W4387096026","https://openalex.org/W2410610877","https://openalex.org/W2129483036","https://openalex.org/W2368671581","https://openalex.org/W1982291480"],"abstract_inverted_index":{"The":[0],"crisis":[1],"of":[2,16,38,41,54,65,68,78,81,89,96,99,174,202,209],"antibiotic":[3,17,48,82],"resistance":[4,18,58],"has":[5],"become":[6],"a":[7,74,104,145],"significant":[8],"global":[9],"threat":[10],"to":[11,25,130,150,154,180],"human":[12],"health.":[13],"Understanding":[14],"properties":[15,37,53,67,98,211],"genes":[19],"(ARGs)":[20],"is":[21,101,115,148],"the":[22,79,87,94,200,203,207],"first":[23],"step":[24],"mitigate":[26],"this":[27,92],"issue.":[28],"Although":[29],"many":[30],"methods":[31,43],"have":[32],"been":[33],"proposed":[34,116,204],"for":[35,134,184],"predicting":[36,47,97],"ARGs,":[39,55],"most":[40],"these":[42,66],"focus":[44],"only":[45],"on":[46,192,206],"classes,":[49],"while":[50],"ignoring":[51],"other":[52],"such":[56],"as":[57,103],"mechanisms":[59],"and":[60,108,123,137,157,166,177,196],"transferability.":[61],"However,":[62],"acquiring":[63],"all":[64],"ARGs":[69,100,210],"can":[70],"help":[71],"researchers":[72],"gain":[73],"more":[75],"comprehensive":[76],"understanding":[77],"essence":[80],"resistance,":[83],"which":[84],"will":[85],"facilitate":[86],"development":[88],"antibiotics.":[90],"In":[91,143],"paper,":[93],"task":[95,208],"modeled":[102],"multi-task":[105],"learning":[106],"problem,":[107],"an":[109],"effective":[110],"subtask-aware":[111],"representation":[112],"learning-based":[113],"framework":[114,205],"accordingly.":[117],"More":[118],"specifically,":[119],"property-specific":[120,163],"expert":[121,125,164,168],"networks":[122,126,165],"shared":[124,138,158,167,178],"are":[127,190],"utilized":[128],"respectively":[129,161],"learn":[131],"subtask-specific":[132,155,175],"features":[133,139,176,179],"each":[135,185],"subtask":[136,186],"among":[140],"different":[141],"subtasks.":[142],"addition,":[144],"gating-controlled":[146],"mechanism":[147],"employed":[149],"dynamically":[151],"allocate":[152],"weights":[153],"semantics":[156,159],"obtained":[160],"from":[162],"networks,":[169],"thus":[170],"adjusting":[171],"distinctive":[172],"contributions":[173],"achieve":[181],"optimal":[182],"performance":[183],"simultaneously.":[187],"Extensive":[188],"experiments":[189],"conducted":[191],"publicly":[193],"available":[194],"data,":[195],"experimental":[197],"results":[198],"demonstrate":[199],"effectiveness":[201],"prediction.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
