{"id":"https://openalex.org/W4402628710","doi":"https://doi.org/10.1109/tmi.2024.3459910","title":"IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis","display_name":"IPNet: An Interpretable Network With Progressive Loss for Whole-Stage Colorectal Disease Diagnosis","publication_year":2024,"publication_date":"2024-09-19","ids":{"openalex":"https://openalex.org/W4402628710","doi":"https://doi.org/10.1109/tmi.2024.3459910","pmid":"https://pubmed.ncbi.nlm.nih.gov/39298304"},"language":"en","primary_location":{"id":"doi:10.1109/tmi.2024.3459910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3459910","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","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/A5012636001","display_name":"Junhu Fu","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junhu Fu","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100697699","display_name":"Ke Chen","orcid":"https://orcid.org/0000-0002-3070-7926"},"institutions":[{"id":"https://openalex.org/I4210093194","display_name":"Fudan University Shanghai Cancer Center","ror":"https://ror.org/00my25942","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Chen","raw_affiliation_strings":["Department of Endoscopy, Fudan University Shanghai Cancer Center, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy, Fudan University Shanghai Cancer Center, Shanghai, China","institution_ids":["https://openalex.org/I4210093194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090516040","display_name":"Qi Dou","orcid":"https://orcid.org/0000-0002-3416-9950"},"institutions":[{"id":"https://openalex.org/I177725633","display_name":"Chinese University of Hong Kong","ror":"https://ror.org/00t33hh48","country_code":"HK","type":"education","lineage":["https://openalex.org/I177725633"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Qi Dou","raw_affiliation_strings":["Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0002-3416-9950","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I177725633"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107952413","display_name":"Yun Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yun Gao","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677818","display_name":"Yiping He","orcid":"https://orcid.org/0000-0003-4669-6421"},"institutions":[{"id":"https://openalex.org/I4210093194","display_name":"Fudan University Shanghai Cancer Center","ror":"https://ror.org/00my25942","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210093194"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiping He","raw_affiliation_strings":["Department of Endoscopy, Fudan University Shanghai Cancer Center, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Endoscopy, Fudan University Shanghai Cancer Center, Shanghai, China","institution_ids":["https://openalex.org/I4210093194"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101846011","display_name":"Ping-Hong Zhou","orcid":"https://orcid.org/0000-0002-0587-0262"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinghong Zhou","raw_affiliation_strings":["Endoscopy Center and the Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China","Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Endoscopy Center and the Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210127074","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210127074","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038734312","display_name":"Shengli Lin","orcid":"https://orcid.org/0000-0002-5785-8695"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]},{"id":"https://openalex.org/I4210127074","display_name":"Zhongshan Hospital","ror":"https://ror.org/032x22645","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210127074"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengli Lin","raw_affiliation_strings":["Endoscopy Center and the Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China","Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Endoscopy Center and the Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210127074","https://openalex.org/I24943067"]},{"raw_affiliation_string":"Endoscopy Center and Endoscopy Research Institute, Zhongshan Hospital, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I4210127074","https://openalex.org/I24943067"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423182","display_name":"Yuanyuan Wang","orcid":"https://orcid.org/0000-0003-1984-1136"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuanyuan Wang","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1984-1136","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049706279","display_name":"Yi Guo","orcid":"https://orcid.org/0000-0002-7142-2871"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Guo","raw_affiliation_strings":["School of Information Science and Technology, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7142-2871","affiliations":[{"raw_affiliation_string":"School of Information Science and Technology, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5012636001"],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":0.9208,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.79392002,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"44","issue":"2","first_page":"789","last_page":"800"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10862","display_name":"AI in cancer detection","score":0.9434999823570251,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10862","display_name":"AI in cancer detection","score":0.9434999823570251,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9240999817848206,"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/stage","display_name":"Stage (stratigraphy)","score":0.5594289302825928},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.5262816548347473},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5045446157455444},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49090296030044556},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.4216195046901703},{"id":"https://openalex.org/keywords/colorectal-cancer","display_name":"Colorectal cancer","score":0.41640493273735046},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.19895333051681519},{"id":"https://openalex.org/keywords/internal-medicine","display_name":"Internal medicine","score":0.16654935479164124},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.10190707445144653}],"concepts":[{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.5594289302825928},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.5262816548347473},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5045446157455444},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49090296030044556},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.4216195046901703},{"id":"https://openalex.org/C526805850","wikidata":"https://www.wikidata.org/wiki/Q188874","display_name":"Colorectal cancer","level":3,"score":0.41640493273735046},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.19895333051681519},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.16654935479164124},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.10190707445144653},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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}],"mesh":[{"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":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","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":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000000981","qualifier_name":"diagnostic imaging","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D015179","descriptor_name":"Colorectal Neoplasms","qualifier_ui":"Q000473","qualifier_name":"pathology","is_major_topic":true},{"descriptor_ui":"D016208","descriptor_name":"Databases, Factual","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":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":2,"locations":[{"id":"doi:10.1109/tmi.2024.3459910","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmi.2024.3459910","pdf_url":null,"source":{"id":"https://openalex.org/S58069681","display_name":"IEEE Transactions on Medical Imaging","issn_l":"0278-0062","issn":["0278-0062","1558-254X"],"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 Transactions on Medical Imaging","raw_type":"journal-article"},{"id":"pmid:39298304","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39298304","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 transactions on medical imaging","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4099999964237213,"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being"}],"awards":[{"id":"https://openalex.org/G1457252429","display_name":null,"funder_award_id":"82000623","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G246109153","display_name":null,"funder_award_id":"62371139","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4409245035","display_name":null,"funder_award_id":"22ZR1404800","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"},{"id":"https://openalex.org/G6365385029","display_name":null,"funder_award_id":"23ZR1445500","funder_id":"https://openalex.org/F4320321885","funder_display_name":"Science and Technology Commission of Shanghai Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W1848862248","https://openalex.org/W2061952954","https://openalex.org/W2078825914","https://openalex.org/W2085574583","https://openalex.org/W2108598243","https://openalex.org/W2111147183","https://openalex.org/W2172147031","https://openalex.org/W2194775991","https://openalex.org/W2272984102","https://openalex.org/W2295107390","https://openalex.org/W2332757643","https://openalex.org/W2433575101","https://openalex.org/W2560014990","https://openalex.org/W2579357550","https://openalex.org/W2594373254","https://openalex.org/W2616247523","https://openalex.org/W2622388981","https://openalex.org/W2765793020","https://openalex.org/W2768414780","https://openalex.org/W2778113922","https://openalex.org/W2962616725","https://openalex.org/W2963150697","https://openalex.org/W2965300169","https://openalex.org/W3008258421","https://openalex.org/W3035253074","https://openalex.org/W3046240927","https://openalex.org/W3128646645","https://openalex.org/W3136370240","https://openalex.org/W3138516171","https://openalex.org/W3176482836","https://openalex.org/W3195814479","https://openalex.org/W4205290819","https://openalex.org/W4211189475","https://openalex.org/W4312443924","https://openalex.org/W4328108640","https://openalex.org/W4367672278","https://openalex.org/W4384699648","https://openalex.org/W4387199878","https://openalex.org/W6677995690","https://openalex.org/W6748816842","https://openalex.org/W6788559407"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W3031052312","https://openalex.org/W4389568370","https://openalex.org/W3032375762","https://openalex.org/W1995515455","https://openalex.org/W2080531066","https://openalex.org/W3108674512","https://openalex.org/W1506200166","https://openalex.org/W1489783725","https://openalex.org/W2148612803"],"abstract_inverted_index":{"Colorectal":[0],"cancer":[1],"plays":[2],"a":[3,64,73,115,210],"dominant":[4],"role":[5],"in":[6,233],"cancer-related":[7],"deaths,":[8],"primarily":[9],"due":[10],"to":[11,39,94,111,120,130,137,170,227],"the":[12,54,61],"absence":[13],"of":[14,108,179],"obvious":[15],"early-stage":[16],"symptoms.":[17],"Whole-stage":[18],"colorectal":[19,46,82,150,206],"disease":[20,36,83,109,235],"diagnosis":[21,144,236],"is":[22,118,168,220,225],"crucial":[23],"for":[24,45,80,189,205],"assessing":[25],"lesion":[26,47,55,151,207],"evolution":[27,110],"and":[28,35,42,158,181,195,213,237],"determining":[29],"treatment":[30],"plans.":[31],"However,":[32],"locality":[33],"difference":[34],"progression":[37,56],"lead":[38],"intra-class":[40,96],"disparities":[41],"inter-class":[43,103],"similarities":[44],"representation.":[48],"In":[49,67],"addition,":[50],"interpretable":[51,75],"algorithms":[52],"explaining":[53],"are":[57],"still":[58],"lacking,":[59],"making":[60],"prediction":[62],"process":[63],"\"black":[65],"box\".":[66],"this":[68],"paper,":[69],"we":[70],"propose":[71],"IPNet,":[72],"dual-branch":[74,86],"network":[76],"with":[77],"progressive":[78,99,139],"loss":[79,100],"whole-stage":[81,143,211,234],"diagnosis.":[84],"The":[85,98,199],"architecture":[87],"captures":[88],"unbiased":[89],"features":[90],"representing":[91],"diverse":[92],"localities":[93],"suppress":[95],"variation.":[97],"function":[101],"considers":[102],"relationship,":[104],"using":[105],"prior":[106],"knowledge":[107],"guide":[112],"classification.":[113,140],"Furthermore,":[114],"novel":[116],"Grain-CAM":[117],"designed":[119],"interpret":[121],"IPNet":[122,167,224],"by":[123,217],"visualizing":[124],"pixel-wise":[125],"attention":[126],"maps":[127],"from":[128],"shallow":[129],"deep":[131],"layers,":[132],"providing":[133],"regions":[134],"semantically":[135],"related":[136],"IPNet's":[138],"We":[141],"conducted":[142],"on":[145,153,162],"two":[146],"image":[147],"modalities,":[148],"i.e.,":[149],"classification":[152,208],"129,893":[154],"endoscopic":[155,164,218],"optical":[156],"images":[157],"rectal":[159,214],"tumor":[160,215],"T-staging":[161,216],"11,072":[163],"ultrasound":[165,219],"images.":[166],"shown":[169],"surpass":[171],"other":[172],"state-of-the-art":[173],"algorithms,":[174],"accordingly":[175],"achieving":[176],"an":[177,202],"accuracy":[178],"93.15%":[180],"89.62%.":[182],"Especially,":[183],"it":[184],"establishes":[185],"effective":[186],"decision":[187],"boundaries":[188],"challenges":[190],"like":[191],"polyp":[192],"vs.":[193,197],"adenoma":[194],"T2":[196],"T3.":[198],"results":[200],"demonstrate":[201],"explainable":[203],"attempt":[204],"at":[209],"level,":[212],"also":[221],"unprecedentedly":[222],"explored.":[223],"expected":[226],"be":[228],"further":[229],"applied,":[230],"assisting":[231],"physicians":[232],"enhancing":[238],"diagnostic":[239],"interpretability.":[240]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-09T15:46:55.921056","created_date":"2025-10-10T00:00:00"}