{"id":"https://openalex.org/W4401884870","doi":"https://doi.org/10.1145/3674558.3674584","title":"Research on Brain Tumor MRI Image Segmentation Algorithm based on Lightweight Convolutional Polynomial Neural Network","display_name":"Research on Brain Tumor MRI Image Segmentation Algorithm based on Lightweight Convolutional Polynomial Neural Network","publication_year":2024,"publication_date":"2024-05-15","ids":{"openalex":"https://openalex.org/W4401884870","doi":"https://doi.org/10.1145/3674558.3674584"},"language":"en","primary_location":{"id":"doi:10.1145/3674558.3674584","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3674558.3674584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 10th International Conference on Computer Technology Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5010282392","display_name":"Xueshuang Fan","orcid":"https://orcid.org/0000-0002-7116-1771"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]},{"id":"https://openalex.org/I4210122526","display_name":"Xi'an Siyuan University","ror":"https://ror.org/02nddbr13","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122526"]}],"countries":["CN","PH"],"is_corresponding":true,"raw_author_name":"Xueshuang Fan","raw_affiliation_strings":["School of Information Technology, Mapua University, Philippines and \rThe Department of Basic, Xi'an Siyuan University, China"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Mapua University, Philippines and \rThe Department of Basic, Xi'an Siyuan University, China","institution_ids":["https://openalex.org/I137967721","https://openalex.org/I4210122526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041974099","display_name":"Mary Jane C. Samonte","orcid":"https://orcid.org/0000-0001-9867-8722"},"institutions":[{"id":"https://openalex.org/I137967721","display_name":"Map\u00faa University","ror":"https://ror.org/040rd2b57","country_code":"PH","type":"facility","lineage":["https://openalex.org/I137967721"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Mary Jane C.Samonte","raw_affiliation_strings":["School of Information Technology, Mapua University, Philippines"],"affiliations":[{"raw_affiliation_string":"School of Information Technology, Mapua University, Philippines","institution_ids":["https://openalex.org/I137967721"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029247516","display_name":"Xiaofeng Wang","orcid":"https://orcid.org/0000-0002-0861-8193"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaofeng Wang","raw_affiliation_strings":["School of Science, Xi'an University of Technology, China"],"affiliations":[{"raw_affiliation_string":"School of Science, Xi'an University of Technology, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010282392"],"corresponding_institution_ids":["https://openalex.org/I137967721","https://openalex.org/I4210122526"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14947942,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"182","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10052","display_name":"Medical Image Segmentation Techniques","score":0.9968000054359436,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7674108147621155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6777658462524414},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6279369592666626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5673297047615051},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.468894898891449},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4664921760559082},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.46454715728759766},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44449812173843384},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4131869375705719},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4039266109466553},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.400628000497818},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16101479530334473}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7674108147621155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6777658462524414},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6279369592666626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5673297047615051},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.468894898891449},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4664921760559082},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.46454715728759766},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44449812173843384},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4131869375705719},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4039266109466553},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.400628000497818},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16101479530334473},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3674558.3674584","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3674558.3674584","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 10th International Conference on Computer Technology Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1641498739","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1981976602","https://openalex.org/W2751069891","https://openalex.org/W2900298334","https://openalex.org/W2902047864","https://openalex.org/W2928133111","https://openalex.org/W2949608135","https://openalex.org/W2962914239","https://openalex.org/W2964121744","https://openalex.org/W2971667786","https://openalex.org/W3035865126","https://openalex.org/W3142915818","https://openalex.org/W3165254547","https://openalex.org/W3204221153","https://openalex.org/W4226051082","https://openalex.org/W4285160254","https://openalex.org/W4299455392","https://openalex.org/W4306877189","https://openalex.org/W4313641702","https://openalex.org/W4361284631","https://openalex.org/W4385237552","https://openalex.org/W4387706290","https://openalex.org/W4387977826","https://openalex.org/W4388765096","https://openalex.org/W6922120124"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W4312417841","https://openalex.org/W1522196789"],"abstract_inverted_index":{"This":[0],"article":[1],"focuses":[2],"on":[3,47,87],"the":[4,29,70,79,88,96],"task":[5],"of":[6,31,62,91],"brain":[7,92],"tumor":[8,93],"MRI":[9,94],"image":[10,49,54],"segmentation":[11,81,97],"and":[12,34,44,51,64,75,99,104],"constructs":[13],"a":[14,58,65],"lightweight":[15],"polynomial":[16,32],"convolutional":[17,35],"neural":[18,36],"network":[19],"(abbreviated":[20],"as":[21],"LCPNN)":[22],"through":[23,42],"mathematical":[24],"logic":[25],"reasoning.":[26],"LCPNN":[27,56],"combines":[28],"characteristics":[30],"networks":[33],"networks,":[37],"extracting":[38],"high-level":[39],"semantic":[40],"features":[41],"addition":[43],"multiplication":[45],"operations":[46],"low-level":[48],"features,":[50],"then":[52],"achieving":[53],"segmentation.":[55],"has":[57],"relatively":[59],"low":[60],"number":[61],"parameters":[63],"simpler":[66],"model":[67],"structure.":[68],"Through":[69],"search":[71],"for":[72],"hyperparameters":[73],"M":[74],"N":[76],"in":[77],"LCPNN,":[78],"model's":[80],"performance":[82],"is":[83],"further":[84],"improved.":[85],"Tested":[86],"BraTS2020":[89],"Dataset":[90],"images,":[95],"accuracy":[98],"Dice":[100],"coefficient":[101],"reached":[102],"0.9601":[103],"0.776,":[105],"respectively.":[106]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}