{"id":"https://openalex.org/W4404486471","doi":"https://doi.org/10.1109/jbhi.2024.3500026","title":"PFPRNet: A Phase-Wise Feature Pyramid With Retention Network for Polyp Segmentation","display_name":"PFPRNet: A Phase-Wise Feature Pyramid With Retention Network for Polyp Segmentation","publication_year":2024,"publication_date":"2024-11-18","ids":{"openalex":"https://openalex.org/W4404486471","doi":"https://doi.org/10.1109/jbhi.2024.3500026","pmid":"https://pubmed.ncbi.nlm.nih.gov/40030242"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2024.3500026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3500026","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/A5089900412","display_name":"Jinghui Chu","orcid":"https://orcid.org/0000-0001-7926-8824"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghui Chu","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-7926-8824","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wangtao Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangtao Liu","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qi Tian","orcid":"https://orcid.org/0009-0003-2676-5300"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Tian","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0009-0003-2676-5300","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100627862","display_name":"Wei L\u00fc","orcid":"https://orcid.org/0000-0002-6566-775X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lu","raw_affiliation_strings":["Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6566-775X","affiliations":[{"raw_affiliation_string":"Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":1.1275,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.81856012,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"29","issue":"2","first_page":"1137","last_page":"1150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12707","display_name":"Vehicle License Plate Recognition","score":0.9933000206947327,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7025930285453796},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6612370610237122},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.6470282077789307},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6103023886680603},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.589648962020874},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5881519317626953},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5853136777877808},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5337112545967102},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.436848908662796},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14462104439735413}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7025930285453796},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6612370610237122},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.6470282077789307},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6103023886680603},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.589648962020874},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5881519317626953},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5853136777877808},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5337112545967102},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.436848908662796},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14462104439735413},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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":"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":"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":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D003111","descriptor_name":"Colonic Polyps","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","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":"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":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2024.3500026","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2024.3500026","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:40030242","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40030242","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":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W348267796","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1994922096","https://openalex.org/W2008359794","https://openalex.org/W2021088830","https://openalex.org/W2285968993","https://openalex.org/W2398641305","https://openalex.org/W2630837129","https://openalex.org/W2749111644","https://openalex.org/W2787091153","https://openalex.org/W2884436604","https://openalex.org/W2892403476","https://openalex.org/W2908510526","https://openalex.org/W2963868681","https://openalex.org/W2964227007","https://openalex.org/W2986785750","https://openalex.org/W2996290406","https://openalex.org/W2997286550","https://openalex.org/W2998449272","https://openalex.org/W2999580839","https://openalex.org/W3007268491","https://openalex.org/W3081752372","https://openalex.org/W3094502228","https://openalex.org/W3097020048","https://openalex.org/W3108303213","https://openalex.org/W3126778796","https://openalex.org/W3128646645","https://openalex.org/W3131500599","https://openalex.org/W3155387234","https://openalex.org/W3168491317","https://openalex.org/W3174565742","https://openalex.org/W3177634011","https://openalex.org/W3196075503","https://openalex.org/W3196792983","https://openalex.org/W3199914841","https://openalex.org/W3204166336","https://openalex.org/W3204995672","https://openalex.org/W4200584507","https://openalex.org/W4206676556","https://openalex.org/W4226068227","https://openalex.org/W4250482878","https://openalex.org/W4253576951","https://openalex.org/W4280521332","https://openalex.org/W4280561527","https://openalex.org/W4283170079","https://openalex.org/W4283763166","https://openalex.org/W4286508603","https://openalex.org/W4286681832","https://openalex.org/W4289752563","https://openalex.org/W4289822973","https://openalex.org/W4290715209","https://openalex.org/W4292862938","https://openalex.org/W4293215007","https://openalex.org/W4297847477","https://openalex.org/W4299652825","https://openalex.org/W4313160444","https://openalex.org/W4316021925","https://openalex.org/W4317829628","https://openalex.org/W4319298404","https://openalex.org/W4319300502","https://openalex.org/W4323022482","https://openalex.org/W4360584327","https://openalex.org/W4360981268","https://openalex.org/W4363650233","https://openalex.org/W4382877880","https://openalex.org/W4384648484","https://openalex.org/W4385245566","https://openalex.org/W4385529953","https://openalex.org/W4385570645","https://openalex.org/W4386119660","https://openalex.org/W4387146031","https://openalex.org/W4387623788","https://openalex.org/W4387642453","https://openalex.org/W4389664825","https://openalex.org/W4389891271","https://openalex.org/W4402726980","https://openalex.org/W4402952971","https://openalex.org/W6739696289","https://openalex.org/W6757817989","https://openalex.org/W6784333009","https://openalex.org/W6797399245","https://openalex.org/W6843492781","https://openalex.org/W6855009501","https://openalex.org/W6873108758"],"related_works":["https://openalex.org/W4249847449","https://openalex.org/W44395729","https://openalex.org/W2765338038","https://openalex.org/W1496225612","https://openalex.org/W1523500768","https://openalex.org/W2517629151","https://openalex.org/W4206776094","https://openalex.org/W3154920669","https://openalex.org/W3121197456","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Early":[0],"detection":[1],"of":[2,12,32,43],"colonic":[3],"polyps":[4],"is":[5,35,89],"crucial":[6],"for":[7,134],"the":[8,41,101,162],"prevention":[9],"and":[10,24,37,39,99,157,160],"diagnosis":[11],"colorectal":[13],"cancer.":[14],"Currently,":[15],"deep":[16],"learning-based":[17],"polyp":[18,48,145],"segmentation":[19,146],"methods":[20],"have":[21],"become":[22],"mainstream":[23],"achieved":[25],"remarkable":[26],"results.":[27],"Acquiring":[28],"a":[29,60,73,118],"large":[30],"number":[31],"labeled":[33],"data":[34],"time-consuming":[36],"labor-intensive,":[38],"meanwhile":[40],"presence":[42],"numerous":[44],"similar":[45],"wrinkles":[46],"in":[47],"images":[49],"also":[50],"hampers":[51],"model":[52],"prediction":[53],"performance.":[54],"In":[55],"this":[56],"paper,":[57],"we":[58,122],"propose":[59],"novel":[61],"approach":[62],"called":[63],"Phase-wise":[64,83],"Feature":[65,84],"Pyramid":[66,85],"with":[67,86],"Retention":[68,87,127],"Network":[69],"(PFPRNet),":[70],"which":[71],"leverages":[72],"pre-trained":[74],"Transformer-based":[75],"Encoder":[76],"to":[77,91,132],"obtain":[78],"multi-scale":[79],"feature":[80],"maps.":[81],"A":[82],"Decoder":[88],"designed":[90],"gradually":[92],"integrate":[93],"global":[94,137],"features":[95,98],"into":[96],"local":[97],"guide":[100],"model's":[102],"attention":[103,138],"towards":[104],"key":[105],"regions.":[106],"Additionally,":[107],"our":[108,150],"custom":[109],"Enhance":[110],"Perception":[111],"module":[112,128],"enables":[113],"capturing":[114],"image":[115],"information":[116],"from":[117],"broader":[119],"perspective.":[120],"Finally,":[121],"introduce":[123],"an":[124,130],"innovative":[125],"Low-layer":[126],"as":[129],"alternative":[131],"Transformer":[133],"more":[135],"efficient":[136],"modeling.":[139],"Evaluation":[140],"results":[141],"on":[142],"several":[143],"widely-used":[144],"datasets":[147],"demonstrate":[148],"that":[149],"proposed":[151],"method":[152],"has":[153],"strong":[154],"learning":[155],"ability":[156],"generalization":[158],"capability,":[159],"outperforms":[161],"state-of-the-art":[163],"approaches.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}