{"id":"https://openalex.org/W4393256950","doi":"https://doi.org/10.1142/s0129065724500369","title":"An Optimization Numerical Spiking Neural Membrane System with Adaptive Multi-Mutation Operators for Brain Tumor Segmentation","display_name":"An Optimization Numerical Spiking Neural Membrane System with Adaptive Multi-Mutation Operators for Brain Tumor Segmentation","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393256950","doi":"https://doi.org/10.1142/s0129065724500369","pmid":"https://pubmed.ncbi.nlm.nih.gov/38686911"},"language":"en","primary_location":{"id":"doi:10.1142/s0129065724500369","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065724500369","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","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/A5086339898","display_name":"Jianping Dong","orcid":"https://orcid.org/0000-0002-7656-1213"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianping Dong","raw_affiliation_strings":["School of Automation, Chengdu University of Information Technology, Chengdu 610225, China"],"raw_orcid":"https://orcid.org/0000-0002-7656-1213","affiliations":[{"raw_affiliation_string":"School of Automation, Chengdu University of Information Technology, Chengdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083210367","display_name":"Gexiang Zhang","orcid":"https://orcid.org/0000-0001-8034-0977"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gexiang Zhang","raw_affiliation_strings":["School of Automation, Chengdu University of Information Technology, Chengdu 610225, China"],"raw_orcid":"https://orcid.org/0000-0001-8034-0977","affiliations":[{"raw_affiliation_string":"School of Automation, Chengdu University of Information Technology, Chengdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101864944","display_name":"Yangheng Hu","orcid":"https://orcid.org/0009-0008-2536-0981"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yangheng Hu","raw_affiliation_strings":["School of Automation, Chengdu University of Information Technology, Chengdu 610225, China"],"raw_orcid":"https://orcid.org/0009-0008-2536-0981","affiliations":[{"raw_affiliation_string":"School of Automation, Chengdu University of Information Technology, Chengdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100458049","display_name":"Yijin Wu","orcid":"https://orcid.org/0009-0000-0486-711X"},"institutions":[{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijin Wu","raw_affiliation_strings":["School of Automation, Chengdu University of Information Technology, Chengdu 610225, China"],"raw_orcid":"https://orcid.org/0009-0000-0486-711X","affiliations":[{"raw_affiliation_string":"School of Automation, Chengdu University of Information Technology, Chengdu 610225, China","institution_ids":["https://openalex.org/I24201400"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025720326","display_name":"Haina Rong","orcid":"https://orcid.org/0000-0002-6072-3652"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haina Rong","raw_affiliation_strings":["School of Electrical Engineering, Southwest Jiaotong University, Chengdu 611756, China"],"raw_orcid":"https://orcid.org/0000-0002-6072-3652","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, Southwest Jiaotong University, Chengdu 611756, China","institution_ids":["https://openalex.org/I4800084"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.4581,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.9699495,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"08","first_page":"2450036","last_page":"2450036"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12029","display_name":"DNA and Biological Computing","score":0.9998000264167786,"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/T12029","display_name":"DNA and Biological Computing","score":0.9998000264167786,"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/T10207","display_name":"Advanced biosensing and bioanalysis techniques","score":0.9929999709129333,"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/T13182","display_name":"Quantum-Dot Cellular Automata","score":0.9732000231742859,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.746678352355957},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7231764197349548},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5792021751403809},{"id":"https://openalex.org/keywords/adaptive-mutation","display_name":"Adaptive mutation","score":0.5271750688552856},{"id":"https://openalex.org/keywords/mutation","display_name":"Mutation","score":0.4999656677246094},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4927215874195099},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4575440585613251},{"id":"https://openalex.org/keywords/magnetic-resonance-imaging","display_name":"Magnetic resonance imaging","score":0.43134790658950806},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3693140149116516},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.3394370675086975},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1985701322555542}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.746678352355957},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7231764197349548},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5792021751403809},{"id":"https://openalex.org/C192122231","wikidata":"https://www.wikidata.org/wiki/Q4680754","display_name":"Adaptive mutation","level":3,"score":0.5271750688552856},{"id":"https://openalex.org/C501734568","wikidata":"https://www.wikidata.org/wiki/Q42918","display_name":"Mutation","level":3,"score":0.4999656677246094},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4927215874195099},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4575440585613251},{"id":"https://openalex.org/C143409427","wikidata":"https://www.wikidata.org/wiki/Q161238","display_name":"Magnetic resonance imaging","level":2,"score":0.43134790658950806},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3693140149116516},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.3394370675086975},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1985701322555542},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"descriptor_ui":"D001932","descriptor_name":"Brain Neoplasms","qualifier_ui":"Q000503","qualifier_name":"physiopathology","is_major_topic":true},{"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":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008279","descriptor_name":"Magnetic Resonance Imaging","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009154","descriptor_name":"Mutation","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"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:10.1142/s0129065724500369","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0129065724500369","pdf_url":null,"source":{"id":"https://openalex.org/S197665576","display_name":"International Journal of Neural Systems","issn_l":"0129-0657","issn":["0129-0657","1793-6462"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Neural Systems","raw_type":"journal-article"},{"id":"pmid:38686911","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38686911","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":"International journal of neural systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"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":91,"referenced_works":["https://openalex.org/W1277110628","https://openalex.org/W1552864539","https://openalex.org/W1636374184","https://openalex.org/W1764702882","https://openalex.org/W1970847332","https://openalex.org/W1995972800","https://openalex.org/W1996248842","https://openalex.org/W1999077811","https://openalex.org/W2006909636","https://openalex.org/W2009308375","https://openalex.org/W2009528637","https://openalex.org/W2042013578","https://openalex.org/W2045401562","https://openalex.org/W2050824748","https://openalex.org/W2061005234","https://openalex.org/W2073808436","https://openalex.org/W2074395887","https://openalex.org/W2082072610","https://openalex.org/W2097968973","https://openalex.org/W2099244020","https://openalex.org/W2107837291","https://openalex.org/W2117081927","https://openalex.org/W2130459697","https://openalex.org/W2133059825","https://openalex.org/W2141551738","https://openalex.org/W2144051602","https://openalex.org/W2147332304","https://openalex.org/W2155164840","https://openalex.org/W2155529731","https://openalex.org/W2158708642","https://openalex.org/W2160088187","https://openalex.org/W2177744032","https://openalex.org/W2212550091","https://openalex.org/W2301358467","https://openalex.org/W2313213018","https://openalex.org/W2541406329","https://openalex.org/W2604708133","https://openalex.org/W2726582952","https://openalex.org/W2726592172","https://openalex.org/W2727194369","https://openalex.org/W2729414995","https://openalex.org/W2792897601","https://openalex.org/W2893712141","https://openalex.org/W2902524624","https://openalex.org/W2916892496","https://openalex.org/W2918082440","https://openalex.org/W2919780733","https://openalex.org/W2927318696","https://openalex.org/W2966042060","https://openalex.org/W2982628822","https://openalex.org/W3033861578","https://openalex.org/W3034375228","https://openalex.org/W3037485096","https://openalex.org/W3053813224","https://openalex.org/W3102133741","https://openalex.org/W3105759934","https://openalex.org/W3111212253","https://openalex.org/W3126755025","https://openalex.org/W3128936536","https://openalex.org/W3163311336","https://openalex.org/W3178131476","https://openalex.org/W3199982110","https://openalex.org/W3212644353","https://openalex.org/W3217347732","https://openalex.org/W3217739881","https://openalex.org/W4200204220","https://openalex.org/W4214669832","https://openalex.org/W4214823223","https://openalex.org/W4220680159","https://openalex.org/W4220885598","https://openalex.org/W4220913683","https://openalex.org/W4223560684","https://openalex.org/W4226024546","https://openalex.org/W4229014030","https://openalex.org/W4281390431","https://openalex.org/W4281709755","https://openalex.org/W4293828168","https://openalex.org/W4296041395","https://openalex.org/W4297364263","https://openalex.org/W4298283679","https://openalex.org/W4300863544","https://openalex.org/W4310727504","https://openalex.org/W4315798491","https://openalex.org/W4360869580","https://openalex.org/W4362551393","https://openalex.org/W4362600044","https://openalex.org/W4367549986","https://openalex.org/W4376140744","https://openalex.org/W4381165683","https://openalex.org/W4387844354","https://openalex.org/W4390607995"],"related_works":["https://openalex.org/W2377427124","https://openalex.org/W2365765937","https://openalex.org/W3123500859","https://openalex.org/W2741033893","https://openalex.org/W2086509352","https://openalex.org/W1793635223","https://openalex.org/W2037722651","https://openalex.org/W2383704301","https://openalex.org/W2404604406","https://openalex.org/W2363197432"],"abstract_inverted_index":{"Magnetic":[0],"Resonance":[1],"Imaging":[2],"(MRI)":[3],"is":[4,40,83,98,118,148],"an":[5,92,110],"important":[6],"diagnostic":[7],"technique":[8],"for":[9],"brain":[10,36,60,87,123,177],"tumors":[11],"due":[12],"to":[13,16,31,44,54,85,100,120,153],"its":[14],"ability":[15],"generate":[17],"images":[18,27,179],"without":[19],"tissue":[20],"damage":[21],"or":[22,151],"skull":[23],"artifacts.":[24],"Therefore,":[25],"MRI":[26],"are":[28],"widely":[29],"used":[30],"achieve":[32],"the":[33,41,46,56,107,113,122,146,165,168],"segmentation":[34,58,68,125],"of":[35,48,59],"tumors.":[37],"This":[38],"paper":[39],"first":[42],"attempt":[43],"discuss":[45],"use":[47],"optimization":[49,72,142,155],"spiking":[50,74],"neural":[51,75],"P":[52,76],"systems":[53,77],"improve":[55],"threshold":[57,67],"tumor":[61,88,124,178],"images.":[62,89],"To":[63],"be":[64],"specific,":[65],"a":[66,95],"approach":[69,111,166],"based":[70],"on":[71],"numerical":[73],"with":[78,94],"adaptive":[79],"multi-mutation":[80,96],"operators":[81],"(ONSNPSamos)":[82],"proposed":[84,119],"segment":[86,176],"More":[90],"specifically,":[91],"ONSNPSamo":[93,114,147,169],"strategy":[97],"introduced":[99],"balance":[101],"exploration":[102],"and":[103,115,136,139,170],"exploitation":[104],"abilities.":[105],"At":[106],"same":[108],"time,":[109],"combining":[112,167],"connectivity":[116,171],"algorithms":[117,172,182],"address":[121],"problem.":[126],"Our":[127],"experimental":[128],"results":[129],"from":[130,160],"CEC":[131],"2017":[132],"benchmarks":[133],"(basic,":[134],"shifted":[135],"rotated,":[137],"hybrid,":[138],"composition":[140],"function":[141],"problems)":[143],"demonstrate":[144],"that":[145,164],"better":[149],"than":[150,180],"close":[152],"12":[154],"algorithms.":[156],"Furthermore,":[157],"case":[158],"studies":[159],"BraTS":[161],"2019":[162],"show":[163],"can":[173],"more":[174],"effectively":[175],"most":[181],"involved.":[183]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-19T07:52:34.831488","created_date":"2025-10-10T00:00:00"}