{"id":"https://openalex.org/W4401532898","doi":"https://doi.org/10.1021/acs.jcim.4c00957","title":"MGNDTI: A Drug-Target Interaction Prediction Framework Based on Multimodal Representation Learning and the Gating Mechanism","display_name":"MGNDTI: A Drug-Target Interaction Prediction Framework Based on Multimodal Representation Learning and the Gating Mechanism","publication_year":2024,"publication_date":"2024-08-13","ids":{"openalex":"https://openalex.org/W4401532898","doi":"https://doi.org/10.1021/acs.jcim.4c00957","pmid":"https://pubmed.ncbi.nlm.nih.gov/39137398"},"language":"en","primary_location":{"id":"doi:10.1021/acs.jcim.4c00957","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.4c00957","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","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/A5007339758","display_name":"Lihong Peng","orcid":"https://orcid.org/0000-0002-2321-3901"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lihong Peng","raw_affiliation_strings":["College of Life Science and Chemistry, Hunan University of Technology, Zhuzhou, Hunan 412007, China"],"raw_orcid":"https://orcid.org/0000-0002-2321-3901","affiliations":[{"raw_affiliation_string":"College of Life Science and Chemistry, Hunan University of Technology, Zhuzhou, Hunan 412007, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100316937","display_name":"Xin Liu","orcid":"https://orcid.org/0009-0009-8661-9288"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Liu","raw_affiliation_strings":["College of Life Science and Chemistry, Hunan University of Technology, Zhuzhou, Hunan 412007, China"],"raw_orcid":"https://orcid.org/0009-0009-8661-9288","affiliations":[{"raw_affiliation_string":"College of Life Science and Chemistry, Hunan University of Technology, Zhuzhou, Hunan 412007, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100337240","display_name":"Min Chen","orcid":"https://orcid.org/0000-0002-7019-9102"},"institutions":[{"id":"https://openalex.org/I96478251","display_name":"Hunan Institute of Technology","ror":"https://ror.org/04n3k2k71","country_code":"CN","type":"education","lineage":["https://openalex.org/I96478251"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Hunan Institute of Technology, Hengyang, Hunan 421002, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Hunan Institute of Technology, Hengyang, Hunan 421002, China","institution_ids":["https://openalex.org/I96478251"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115595909","display_name":"Wen Liao","orcid":null},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wen Liao","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan 412007, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan 412007, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101636923","display_name":"Jiale Mao","orcid":"https://orcid.org/0000-0002-9474-7388"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiale Mao","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan 412007, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan 412007, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031627686","display_name":"Liqian Zhou","orcid":"https://orcid.org/0000-0002-1526-2551"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liqian Zhou","raw_affiliation_strings":["College of Life Science and Chemistry, Hunan University of Technology, Zhuzhou, Hunan 412007, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Life Science and Chemistry, Hunan University of Technology, Zhuzhou, Hunan 412007, China","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5031627686","https://openalex.org/A5100337240"],"corresponding_institution_ids":["https://openalex.org/I49934816","https://openalex.org/I96478251"],"apc_list":null,"apc_paid":null,"fwci":12.0378,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.99005655,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"64","issue":"16","first_page":"6684","last_page":"6698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":1.0,"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/T10044","display_name":"Protein Structure and Dynamics","score":0.964900016784668,"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/T11948","display_name":"Machine Learning in Materials Science","score":0.961899995803833,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.770445704460144},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7304564714431763},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6150742769241333},{"id":"https://openalex.org/keywords/gating","display_name":"Gating","score":0.5840181708335876},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5471183657646179},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5339687466621399},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.530777096748352},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.5279147624969482},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4261009693145752},{"id":"https://openalex.org/keywords/interaction-network","display_name":"Interaction network","score":0.41829240322113037},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4126022756099701},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3639097809791565},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.09008267521858215}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.770445704460144},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7304564714431763},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6150742769241333},{"id":"https://openalex.org/C194544171","wikidata":"https://www.wikidata.org/wiki/Q21105679","display_name":"Gating","level":2,"score":0.5840181708335876},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5471183657646179},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5339687466621399},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.530777096748352},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.5279147624969482},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4261009693145752},{"id":"https://openalex.org/C55105296","wikidata":"https://www.wikidata.org/wiki/Q841382","display_name":"Interaction network","level":3,"score":0.41829240322113037},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4126022756099701},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3639097809791565},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.09008267521858215},{"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/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/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000077321","descriptor_name":"Deep Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004364","descriptor_name":"Pharmaceutical Preparations","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D004364","descriptor_name":"Pharmaceutical Preparations","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D004364","descriptor_name":"Pharmaceutical Preparations","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D004364","descriptor_name":"Pharmaceutical Preparations","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004364","descriptor_name":"Pharmaceutical Preparations","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D004364","descriptor_name":"Pharmaceutical Preparations","qualifier_ui":"Q000737","qualifier_name":"chemistry","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":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000378","qualifier_name":"metabolism","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D011506","descriptor_name":"Proteins","qualifier_ui":"Q000737","qualifier_name":"chemistry","is_major_topic":false},{"descriptor_ui":"D017173","descriptor_name":"Caenorhabditis elegans","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D017173","descriptor_name":"Caenorhabditis elegans","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D017173","descriptor_name":"Caenorhabditis elegans","qualifier_ui":"Q000187","qualifier_name":"drug effects","is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D055808","descriptor_name":"Drug Discovery","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1021/acs.jcim.4c00957","is_oa":false,"landing_page_url":"https://doi.org/10.1021/acs.jcim.4c00957","pdf_url":null,"source":{"id":"https://openalex.org/S167262187","display_name":"Journal of Chemical Information and Modeling","issn_l":"1549-9596","issn":["1549-9596","1549-960X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Modeling","raw_type":"journal-article"},{"id":"pmid:39137398","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39137398","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 chemical information and modeling","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1206922564","display_name":null,"funder_award_id":"23A0418","funder_id":"https://openalex.org/F4320311213","funder_display_name":"Education Department of Hunan Province"},{"id":"https://openalex.org/G4031356638","display_name":null,"funder_award_id":"61803151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5040992507","display_name":null,"funder_award_id":"62072172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5096405354","display_name":null,"funder_award_id":"2024JJ7115","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G6068386712","display_name":null,"funder_award_id":"2023JJ50201","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"}],"funders":[{"id":"https://openalex.org/F4320311213","display_name":"Education Department of Hunan Province","ror":"https://ror.org/05ckg3w11"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":70,"referenced_works":["https://openalex.org/W1973458981","https://openalex.org/W2009313526","https://openalex.org/W2025577942","https://openalex.org/W2088077925","https://openalex.org/W2106029302","https://openalex.org/W2134967712","https://openalex.org/W2147522149","https://openalex.org/W2148145769","https://openalex.org/W2153928266","https://openalex.org/W2204695023","https://openalex.org/W2300655815","https://openalex.org/W2344084644","https://openalex.org/W2558825838","https://openalex.org/W2559655401","https://openalex.org/W2612690371","https://openalex.org/W2860192827","https://openalex.org/W2892113269","https://openalex.org/W2899788782","https://openalex.org/W2971769670","https://openalex.org/W2971801381","https://openalex.org/W2972213548","https://openalex.org/W2995915627","https://openalex.org/W3005769002","https://openalex.org/W3018980093","https://openalex.org/W3028589594","https://openalex.org/W3083325254","https://openalex.org/W3096561213","https://openalex.org/W3102078006","https://openalex.org/W3109831221","https://openalex.org/W3202227570","https://openalex.org/W3206585172","https://openalex.org/W4205171481","https://openalex.org/W4205328831","https://openalex.org/W4206501708","https://openalex.org/W4281294164","https://openalex.org/W4281871249","https://openalex.org/W4282913408","https://openalex.org/W4285041843","https://openalex.org/W4307178567","https://openalex.org/W4310457446","https://openalex.org/W4310458612","https://openalex.org/W4313561039","https://openalex.org/W4318981550","https://openalex.org/W4323653718","https://openalex.org/W4377231491","https://openalex.org/W4380370418","https://openalex.org/W4384648484","https://openalex.org/W4386084749","https://openalex.org/W4386189627","https://openalex.org/W4387440466","https://openalex.org/W4388756595","https://openalex.org/W4388878502","https://openalex.org/W4389131658","https://openalex.org/W4389778584","https://openalex.org/W4390066222","https://openalex.org/W4390659208","https://openalex.org/W4391562790","https://openalex.org/W4391569552","https://openalex.org/W4392393662","https://openalex.org/W4392564168","https://openalex.org/W4392693790","https://openalex.org/W4393158306","https://openalex.org/W4393158946","https://openalex.org/W4394666973","https://openalex.org/W4394997844","https://openalex.org/W4396668189","https://openalex.org/W4396721167","https://openalex.org/W4396833369","https://openalex.org/W4399369411","https://openalex.org/W6891815739"],"related_works":["https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W2031449089","https://openalex.org/W3208297503","https://openalex.org/W2889153461","https://openalex.org/W3119773509","https://openalex.org/W2964117661","https://openalex.org/W4388405611","https://openalex.org/W2619127353"],"abstract_inverted_index":{",":[0],"BioSNAP,":[1],"and":[2,17,38,45],"BindingDB)":[3],"under":[4],"four":[5],"different":[6,46],"experimental":[7,47],"settings.":[8,48],"Through":[9],"evaluation":[10],"with":[11],"AUROC,":[12],"AUPRC,":[13],"accuracy,":[14],"F1":[15],"score,":[16],"MCC,":[18],"MGNDTI":[19,26],"significantly":[20],"outperformed":[21],"the":[22],"above":[23],"seven":[24],"methods.":[25],"is":[27,50],"a":[28],"powerful":[29],"tool":[30],"for":[31],"DTI":[32],"prediction,":[33],"showcasing":[34],"its":[35],"superior":[36],"robustness":[37],"generalization":[39],"ability":[40],"on":[41],"diverse":[42],"data":[43],"sets":[44],"It":[49],"freely":[51],"available":[52],"at":[53],"https://github.com/plhhnu/MGNDTI.":[54]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":24},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-28T14:05:53.105641","created_date":"2025-10-10T00:00:00"}